Online_tutorials.md

Interesting Tutorials

Google ML / Stanford / crash-courses

• https://www.deeplearning.ai/
• https://ai.google/education/
• https://developers.google.com/machine-learning/crash-course/
• https://developers.google.com/machine-learning/crash-course/prereqs-and-prework
• https://eu.udacity.com/course/intro-to-machine-learning--ud120
• https://executive-education.mit.edu/mit-machine-learning-online-short-course-lf/
• https://icml.cc/Conferences/2019/Schedule?showParentSession=4839
• https://learning.udacity.com/cloud-devops-engineer-9991/
• https://ocw.mit.edu/courses/audio-video-courses/
• https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/lecture-videos/
• https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/
• https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/
• https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/index.htm
• https://pytorch.org/tutorials/
• https://see.stanford.edu/Course/CS229
• https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-convolutional-neural-networks
• https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-deep-learning-tips-and-tricks
• https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-recurrent-neural-networks
• https://web.stanford.edu/class/cs20si/
• https://www.coursera.org/collections/tensorflow-deeplearning-ai
• https://www.coursera.org/courses?query=machine%20learning%20andrew%20ng
• https://www.coursera.org/learn/natural-language-processing-tensorflow
• https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction
• https://www.coursera.org/lecture/machine-learning/cost-function-rkTp3
• https://www.coursera.org/specializations/tensorflow-in-practice
• https://www.edx.org/micromasters/columbiax-artificial-intelligence
• https://www.edx.org/school/mitx
• https://www.eventbrite.com/e/200-python-deep-dive-spark-and-aimachine-learning-kafka-for-data-science-and-data-engineering-tickets-61414465319
• https://www.lynda.com/Spark-DataFrames-tutorials/Apache-Spark-Deep-Learning-Essential-Training/806165-2.html
• https://www.media.mit.edu/videos/mltalks-videos/
• https://www.newworldai.com/artificial-intelligence-complete-lectures-01-23/
• https://www.nvidia.com/en-au/deep-learning-ai/education/
• https://www.tensorflow.org/tutorials/
• https://www.tensorflow.org/tutorials/images/hub_with_keras
• https://www.tensorflow.org/tutorials/keras/basic_classification
• https://www.coursera.org/lecture/machine-learning-sas/early-stopping-6D2RK#Maschinelles Lernen mittels Sas Viya
• https://codelabs.developers.google.com/codelabs/tensorflow-lab3-convolutions/#3
• https://help.github.com/en/github/writing-on-github/organizing-information-with-tables
• https://addyosmani.com/resources/essentialjsdesignpatterns/book/ - Learning JavaScript Design Patterns
• http://sd.blackball.lv/library/Learning_JavaScript_Design_Patterns_(2012).pdf - Learning JavaScript Design Patterns

YouTube Misc / ML / Stanford / crash-courses

Link URL	Title
https://www.youtube.com/watch?v=09_LlHjoEiY	Algorithms Course - Graph Theory Tutorial from a Google Engineer
https://www.youtube.com/watch?v=0uvWRwLs5Zo	Learn Ethical Hacking
https://www.youtube.com/watch?v=1vbXmCrkT3Y	Big Data & Hadoop Full Course
https://www.youtube.com/watch?v=2_lswM1S264	Ethical Hacking 101: Web App Penetration Testing
https://www.youtube.com/watch?v=2cGHkBeGpeU	Beat Asteroids Game Using a Neural Network - JavaScript Tutorial
https://www.youtube.com/watch?v=2PGnYjbYuUo	linux
https://www.youtube.com/watch?v=3EMxBkqC4z0	Intro to Game Development with JavaScript - Full Tutorial
https://www.youtube.com/watch?v=3Kq1MIfTWCE	Full Ethical Hacking Course - Network Penetration
https://www.youtube.com/watch?v=4C4zqhXwCKs	ArangoBb
https://www.youtube.com/watch?v=6LOwPhPDwVc	MIT Searching and Sorting
https://www.youtube.com/watch?v=8392NJjj8s0	Develop an AI to play Connect Four - Python Tutorial
https://www.youtube.com/watch?v=9Jry5-82I68	MIT Binary Search
https://www.youtube.com/watch?v=_8V5o2UHG0E	Data Visualization with D3.js - Full Tutorial Course
https://www.youtube.com/watch?v=_V8eKsto3Ug	R Programming Tutorial - Learn the Basics of Statistical Computing
https://www.youtube.com/watch?v=a07iwuDWhys	Learn Machine Learning: Crash Course for Beginners [Without Math]
https://www.youtube.com/watch?v=b6QhQSnKNSc	Square Root Decomposition
https://www.youtube.com/watch?v=BDqvzFY72mg	Introduction to Power and Politics
https://www.youtube.com/watch?v=C5QFHp1oAws	HTML5, CSS3
https://www.youtube.com/watch?v=C6EWVBNCxsc	MIT Cache Algorithms
https://www.youtube.com/watch?v=ccCblUZFM0w	How to Become a Data Scientist in 2017
https://www.youtube.com/watch?v=CNuI8OWsppg	Applied Deep Learning with PyTorch - Full Course
https://www.youtube.com/watch?v=cSKfRcEDGUs	Train an Image Classifier with TensorFlow for Poets
https://www.youtube.com/watch?v=DFKHh7_zzJc	TensorFlow
https://www.youtube.com/watch?v=DLX62G4lc44	Learn React.js - Full Course for Beginners - Tutorial 2019
https://www.youtube.com/watch?v=DooxDIRAkPA	Deep Learning Full Course - Learn Deep Learning in 6 Hours Edureka
https://www.youtube.com/watch?v=dPWYUELwIdM	How Deep Neural Networks Work - Full Course for Beginners
https://www.youtube.com/watch?v=dTXzxSlhTDM	Fullstack Autocomplete Search
https://www.youtube.com/watch?v=DWgD5iloSHs	Dave Anderson - Building Evolutionary API with GraphQL and Python
https://www.youtube.com/watch?v=E3l_aeGjkeI	Machine Learning Tutorial
https://www.youtube.com/watch?v=eC3MGJIn3Us	Learn Assembly Language
https://www.youtube.com/watch?v=ELE2_Mftqoc	Reinforcement Learning Course - Full Machine Learning Tutorial
https://www.youtube.com/watch?v=ElmiQQa74lI	Think like a recruiter to get discovered Brian Xu
https://www.youtube.com/watch?v=EoYfa6mYOG4	Learn TensorFlow.js
https://www.youtube.com/watch?v=F_Riqjdh2oM	Quantum Computing for Computer Scientists
https://www.youtube.com/watch?v=FAQxdm0bTaw	Dynamic Programming - AtCoder
https://www.youtube.com/watch?v=fqMOX6JJhGo	Docker Tutorial for Beginners
https://www.youtube.com/watch?v=Gj0iyo265bc	Classifying Handwritten Digits with TF.Learn
https://www.youtube.com/watch?v=GJJc1t0rtSU	Deep Reinforcement Learning in Python Tutorial
https://www.youtube.com/watch?v=gm1QtePAYTM	Canvas Crash Course Traversy Media
https://www.youtube.com/watch?v=GwIo3gDZCVQ	Machine Learning Full Course - Learn Machine Learning 10 Hours
https://www.youtube.com/watch?v=gyiwFcrVRCM	Plant App - React Native
https://www.youtube.com/watch?v=GZvSYJDk-us	APIs for Beginners
https://www.youtube.com/watch?v=I3Dk3i4GpU8	Salesforce Full Course
https://www.youtube.com/watch?v=Ia-UEYYR44s	AWS Certified Solutions Architect
https://www.youtube.com/watch?v=ieTHC78giGQ	CSS Full Course
https://www.youtube.com/watch?v=JMUxmLyrhSk	Artificial Intelligence Full Course
https://www.youtube.com/watch?v=k32voqQhODc	Flexbox Tutorial (CSS)
https://www.youtube.com/watch?v=KDn_j48yoAo	Learn Rust Programming In 1 Video
https://www.youtube.com/watch?v=KibbYf9avko	Make a Custom Website from Scratch with WP
https://www.youtube.com/watch?v=LsNW4FPHuZE	Learn Unreal Engine (with C++)
https://www.youtube.com/watch?v=lZAoFs75_cs	Linux for Ethical Hackers (Kali Linux Tutorial)
https://www.youtube.com/watch?v=MBl-3Yb30FA	Robotic Process Automation Full Course
https://www.youtube.com/watch?v=mZomeS0tLxY	jamovi for Data Analysis
https://www.youtube.com/watch?v=N6BghzuFLIg	Intro to Data Science - Crash Course for Beginners
https://www.youtube.com/watch?v=NU_1StN5Tkk	Design Patterns in Plain English
https://www.youtube.com/watch?v=oflN6WZOzxw	Red Hat Linux Course complete
https://www.youtube.com/watch?v=pgKbZ-AfH_c	Logistic Regression Tutorial
https://www.youtube.com/watch?v=pTJJsmejUOQ	Flutter Course
https://www.youtube.com/watch?v=PySo_6S4ZAg	Stanford CS230: Deep Learning
https://www.youtube.com/watch?v=QCvL-DWcojc	Blockchain Full Course - 4 Hours
https://www.youtube.com/watch?v=s-CYnVz-uh4	MIT Breadth-First Search
https://www.youtube.com/watch?v=S6S5JF6Gou0	Penetration Testing: Gophish Tutorial (Phishing Framework)
https://www.youtube.com/watch?v=SWYqp7iY_Tc	Git & GitHub Crash Course
https://www.youtube.com/watch?v=T3TpdPmTLso	Mathematics for Machine Learning full Course
https://www.youtube.com/watch?v=tdIIJuPh3SI	Miguel Grinberg - Flask at Scale
https://www.youtube.com/watch?v=TPMlZxRRaBQ	Tableau for Data Science and Data Visualization - Crash Course Tutorial
https://www.youtube.com/watch?v=u7n9t1cBei8	Theory of Neural Networks - Deep Learning Without Frameworks
https://www.youtube.com/watch?v=U_P23SqJaDc	Cyber Security Full Course for Beginner
https://www.youtube.com/watch?v=uIkxsBgkpj8	Improve Cybersecurity Skills with CTFs - PicoCTF
https://www.youtube.com/watch?v=vSuK2C89yjA	Stanford Webinar - Design Thinking
https://www.youtube.com/watch?v=wBp0Rb-ZJak	The Complete Linux Course
https://www.youtube.com/watch?v=Wm6CUkswsNw	Build An HTML5 Website
https://www.youtube.com/watch?v=WoFwXj4p4Sc	TD Learning, Game Theory Stanford CS221
https://www.youtube.com/watch?v=wxaKwHvyWoU	5 Recruiting Strategies for Hiring the Best Technology Talent
https://www.youtube.com/watch?v=x14G4DCk4nY	Scratch Tutorial for Beginners
https://www.youtube.com/watch?v=xnt2xSNRNn0	Quantum Physics Full Course
https://www.youtube.com/watch?v=xxpc-HPKN28	Statistics - A Full University Course on Data Science Basics in 8 Hours
https://www.youtube.com/watch?v=YS4e4q9oBaU	Learn Go Programming - Golang Tutorial for Beginners
https://www.youtube.com/watch?v=zF34dRivLOw	Rust Crash Course Rustlang
https://www.youtube.com/watch?v=4TIvB8zDFio	Ultimate Freelancing Guide for Web Developers
https://www.youtube.com/watch?v=3u7MQz1EyPY	Power BI Full Course
https://www.youtube.com/watch?v=TYqBtau0bYw	Preliminaries (Log Structured File System)
https://www.youtube.com/watch?v=11MS8JN8XPg	B-Trees, Fractal Trees, Heaps and Log Structured Merge Trees
https://www.youtube.com/watch?v=vgSJlnXXkyg	SILK: Preventing Latency Spikes in Log-Structured Merge Key-Value Stores
https://www.youtube.com/watch?v=A_F94FV21Ek	Lecture 4: Compression, Codes, Entropy
https://www.youtube.com/watch?v=WPKw-gBWZ1I	Decodierbarkeit , Elias-Fano Kodierung, Paritätscodes, Block-Codes
https://www.youtube.com/watch?v=SJlanT9tAl4	Codierungsbäume, Quellencodierungstheorem, Shannon-Fano Codierung
https://www.youtube.com/watch?v=1-Xoy5w5ydM	Revisiting Signatures for Search
https://www.youtube.com/watch?v=e6pT-GyT0hk	Descriptive Statistics Cross Tabulation
https://www.youtube.com/watch?v=pb1GOwgui14	SIMD Single instruction, multiple data
https://www.youtube.com/watch?v=8QiwqtU52Gg	1000 Basic Italian Vocab Expressions
https://www.youtube.com/watch?v=PKIypT8vmIc	Microservices Gateway Pattern
https://www.youtube.com/watch?v=njKP3FqW3Sk	MIT Introduction to Deep Learning
https://www.youtube.com/watch?v=QKfk7YFILws	Computer Networking Complete Course by Google
https://www.youtube.com/watch?v=1Rs2ND1ryYc	CSS Tutorial - Zero to Hero
https://www.youtube.com/watch?v=UrwbeOIlc68	IoT Tutorial for Beginners
https://www.youtube.com/watch?v=u2zsY-2uZiE	Data Science Tutorial 11 Hours
https://www.youtube.com/watch?v=h0gWfVCSGQQ	IoT Full Course
https://www.youtube.com/watch?v=3kdX-P8JZyc	Bootstrap 4 Portfolio
https://www.youtube.com/watch?v=nu5mdN2JIwM	Sass Crash Course
https://www.youtube.com/watch?v=2eEe5LnEbks	Introduction to Linux
https://www.youtube.com/watch?v=_8V5o2UHG0E	Data Visualization with D3.js
https://www.youtube.com/watch?v=T3TpdPmTLso	Mathematics for Machine Learning
https://www.youtube.com/watch?v=nu5mdN2JIwM	Sass Crash Course
https://www.youtube.com/watch?v=jV8B24rSN5o	CSS Grid Layout Crash Course
https://www.youtube.com/watch?v=ZCweh0Q8tyE	Directives in Vue.js 2.0 - Vue.js Fundamentals
https://www.youtube.com/watch?v=DC471a9qrU4	Array Map in 100 Seconds
https://www.youtube.com/watch?v=tVCYa_bnITg	Array Reduce in 100 seconds
https://www.youtube.com/watch?v=rf60MejMz3E	Recursion in 100 Seconds
https://www.youtube.com/watch?v=A_l0qrPUJds	JAMstack Course
https://www.youtube.com/watch?v=t_ispmWmdjY	Ruby Programming Language - Full Course
https://www.youtube.com/watch?v=UB1O30fR-EE	HTML Crash Course For Absolute Beginners
https://www.youtube.com/watch?v=VWeWViFCzzg	Intro to Apache Spark Training
https://www.youtube.com/watch?v=_xkSvufmjEs	Build and deploy a portfolio website
https://www.youtube.com/watch?v=nU-IIXBWlS4	Digital Marketing Course Part1
https://www.youtube.com/watch?v=ldYcgPKEZC8	PERN Stack Course
https://www.youtube.com/watch?v=TPMlZxRRaBQ	Tableau for Data Science and Data Visualization
https://www.youtube.com/watch?v=1Rs2ND1ryYc	CSS Tutorial - Zero to Hero (Complete Course)
https://www.youtube.com/watch?v=yK1uBHPdp30	Operating Systems
https://www.youtube.com/watch?v=lenV5aVOMp8	Full Stack Project with Vue.js and Flask
https://www.youtube.com/watch?v=I_xLMmNeLDY	The Ultimate Vue 3 Tutorial
https://www.youtube.com/watch?v=cBTWTTB1R3U	Login Registration Form Restful Api Using Spring boot Vue JS
https://www.youtube.com/watch?v=4Re7hZdsoOI	Full Laravel VueJS Tutorial: CRUD with Authentication
https://www.youtube.com/watch?v=xTtL8E4LzTQ	Java Full Course for free (2025)
https://www.youtube.com/watch?v=rH3zE7VlIMs	Learn Git - The Full Course by ThePrimeagen.
https://www.youtube.com/watch?v=DZI0Zl-1JqQ	You Don’t Know Git - Edward Thomson
https://www.youtube.com/watch?v=dCLhUialKPQ	React JS 19 Full Course 2025
https://www.youtube.com/watch?v=BTfcnxXevm0	full 10-Hour React Native Course
https://www.youtube.com/watch?v=XUkNR-JfHwo	SaaS App Full Course 2025
https://www.youtube.com/watch?v=YH7ZbV-MFoU	Dynamic Programming
https://www.youtube.com/watch?v=Rrd6xkyjPB8	Design APIs
https://www.youtube.com/watch?v=w0SQGCt-6Ro	Networking Concepts
https://www.youtube.com/watch?v=xhHIFdwtBPQ	Full Backend Architecture Production-Grade p1
https://www.youtube.com/watch?v=CF5OSPdx-qQ	Full Backend Architecture Production-Grade p2
https://www.youtube.com/watch?v=2EZMBq4gWOY	Production-Grade System in Python
https://www.youtube.com/watch?v=e_UPYZ-rZ0Q	Production-Grade Systems
https://www.youtube.com/watch?v=_W3R2VwRyF4	Build and Deploy a Full Stack Social Media App React JS, Appwrite, Tailwind CSS, React Query
https://www.youtube.com/watch?v=7HKot-brXFE	AWS Certified Cloud Practitioner Certification Course 2026
https://www.youtube.com/watch?v=m8Icp_Cid5o	System Design for Beginners Course

Kotlin

Link URL	Title
https://www.youtube.com/watch?v=F9UC9DY-vIU	Kotlin Course - Tutorial for Beginners

C

Link URL	Title
https://www.youtube.com/watch?v=KJgsSFOSQv0	C Programming Tutorial for Beginners
https://www.youtube.com/watch?v=GhQdlIFylQ8	C Tutorial

C-Sharp

Link URL	Title
https://www.youtube.com/watch?v=r5dtl9Uq9V0	VSCode for C# Developers
https://www.youtube.com/watch?v=0QUgvfuKvWU	C# Fundamentals for Beginners
https://www.youtube.com/watch?v=Cm2FRfiAzSU	Full Cross-Platform C# Development
https://www.youtube.com/watch?v=JfnTG955cuk	ASP.NET Core-Website - ASP.NET Core 101
https://www.youtube.com/watch?v=VI40Y3kFcNc	Enhancing your Web API: Part 1 - ASP.NET Core 101
https://www.youtube.com/watch?v=EzdqO6jX8u4	Getting Started [1 of 8] - .NET on Azure for Beginners
https://www.youtube.com/watch?v=xY4EhUdBMbo	C# Language Highlights: String Interpolation
https://www.youtube.com/watch?v=GhQdlIFylQ8	C# Anleitung Mike Dane
https://www.youtube.com/watch?v=M5ugY7fWydE	C# Full Course : C# Tutorial for Beginners Derek Banas
https://www.youtube.com/watch?v=Z5JS36NlJiU	C# for Beginners Full 2-hour course
https://www.youtube.com/watch?v=HFWQdGn5DaU	Visual Basic (VB.NET) – Full Course for Beginners
https://www.youtube.com/watch?v=G05TrN7nt6k	Excel VBA Beginner Tutorial
https://www.youtube.com/watch?v=K5KVEU3aaeQ	Python Full Course for Beginners [2025]
https://www.youtube.com/watch?v=e6vPt_e9sRw	Python Tutorial Deutsch Komplettkurs für Anfänger
https://www.youtube.com/watch?v=LnfZ23an4eA	Learn C# with CSharpFritz - Get Started with ASP.NET Core MVC
https://www.youtube.com/watch?v=H9xa_EA7l_E	C# with CSharpFritz - Season 3 Episode 1 - Introducing Blazor
https://www.youtube.com/watch?v=Fn28yINqNfo	Let's Learn .NET - C# Full 2-hour course
https://www.youtube.com/watch?v=KMsggpCaS10	C# Crash Course The Ultimate C Sharp .NET Tutorial for Beginners
https://www.youtube.com/watch?v=J0FhV3dM80o	Every single feature of C# in 10 minutes
https://www.youtube.com/watch?v=eIHKZfgddLM	What is .NET? .NET Core 101 1 of
https://www.youtube.com/watch?v=0QUgvfuKvWU	C# Fundamentals for Beginners
https://www.youtube.com/watch?v=QtiM87MV27w	how to Build an ASP.NET Core MVC Web App

C++

Link URL	Title
https://www.youtube.com/watch?v=_bYFu9mBnr4	C++ Programming All-in-One Tutorial Series
https://www.youtube.com/watch?v=vLnPwxZdW4Y	C++ Tutorial for Beginners - Full Course
https://www.youtube.com/watch?v=xC8CGv1CyFk	C++ interview with a Google engineer
https://www.youtube.com/watch?v=mUQZ1qmKlLY	C++ Tutorial from Basic to Advance
https://www.youtube.com/watch?v=i_Iq4_Kd7Rc	Learn Modern C++ by Building an Audio Plugin

JAVA

Link URL	Title
https://www.youtube.com/watch?v=e-Ew6IS5Edk	JAVA DESIGN PATTERNS
https://www.youtube.com/watch?v=grEKMHGYyns	Learn Java 8 - Full Tutorial for Beginners
https://www.youtube.com/watch?v=vtPkZShrvXQ	Spring Boot Tutorial for Beginners (Java Framework)
https://www.youtube.com/watch?v=QS5ljM78FuM	What is Java
https://www.youtube.com/watch?v=rPSL1alFIjI	Functional Programming in Java
https://www.youtube.com/watch?v=FdXDtLJgS9w	Spring Boot DE
https://www.youtube.com/watch?v=59twysAveKI	Spring Boot 4 Tutorial
https://www.youtube.com/watch?v=Cw0J6jYJtzw	Spring Boot 2025
https://www.youtube.com/watch?v=gJrjgg1KVL4	Spring Boot Tutorial for Beginners 2025
https://www.youtube.com/watch?v=RCRQlz78wCg	Ultimate Gradle Kotlin Tutorial
https://www.youtube.com/watch?v=DoK3-9V5HRE	right way to organise your code
https://www.youtube.com/watch?v=La3Cp-O05eQ	IntelliJ IDEA: Analyzing Dependencies Maven
https://www.youtube.com/watch?v=ExKq23bNABk	Apache Maven Tutorial
https://www.youtube.com/watch?v=vZm0lHciFsQ	Java Unit Testing with JUnit
https://www.youtube.com/watch?v=nqb9yAecM9Y	IntelliJ IDEA: Managing Dependencies Maven

|

SQL

Link URL	Title
https://www.youtube.com/watch?v=HXV3zeQKqGY	SQL Tutorial
https://www.youtube.com/watch?v=-56x56UppqQ	MongoDB Crash Course
https://www.youtube.com/watch?v=ztHopE5Wnpc	Database Design Course
https://www.youtube.com/watch?v=qw--VYLpxG4	Learn PostgresSQL Tutorial
https://www.youtube.com/watch?v=-EPMOaV7h_Q	SQL Server Tutorial For Beginners
https://www.youtube.com/watch?v=9Pzj7Aj25lw	SQL Basics for Beginners
https://www.youtube.com/watch?v=HXV3zeQKqGY	SQL Tutorial - Full course for beginners
https://www.youtube.com/watch?v=rf57kE3HJD0	Fast SQL Course Speerdun

Cloud

Link URL	Title
https://www.youtube.com/watch?v=zJ6WbK9zFpI	Docker for Beginners: Full Course

ML

Link URL	Title
https://www.youtube.com/watch?v=0B5eIE_1vpU	Scikit-learn Crash Course
https://www.youtube.com/watch?v=g9cbGNR6FoE	Deep Learning From Scratch - Seth Weidman
https://www.youtube.com/watch?v=kE9875zZkLE	Learn Data Science Today - Data Science Tutorial for Beginners 2020
https://www.youtube.com/watch?v=6g4O5UOH304	TensorFlow 2.0 Crash Course
https://www.youtube.com/watch?v=tPYj3fFJGjk	TensorFlow 2.0 Complete Course
https://www.youtube.com/watch?v=njKP3FqW3Sk	MIT Introduction to Deep Learning
https://www.youtube.com/watch?v=-vHQub0NXI4	TensorFlow to solve for regression problems
https://www.youtube.com/watch?v=6g4O5UOH304	TensorFlow 2.0 Full Tutorial
https://www.youtube.com/watch?v=0Lt9w-BxKFQ	Scikit-Learn Tutorial
https://www.youtube.com/watch?v=d1CIV9irQAY	Image Analysis in Python with SciPy and Scikit Image
https://www.youtube.com/watch?v=arXiv-TM7DY	Image Analysis in Python with SciPy and scikit-image
https://www.youtube.com/watch?v=tPYj3fFJGjk	TensorFlow 2.0 Complete Course
https://www.youtube.com/watch?v=tPYj3fFJGjk	TensorFlow 2.0 Complete Course
https://www.youtube.com/watch?v=BzcBsTou0C0	Pytorch Introduction - Deep Learning
https://www.youtube.com/watch?v=bemDFpNooA8	Basic Computer Vision with ML
https://www.youtube.com/watch?v=7x2YZhEj9Dw	Deep Learning Tutorial with Python
https://www.youtube.com/watch?v=4vN1tHpCkA0	neural network for classification TensorFlow.js
https://www.youtube.com/watch?v=6E6XecoTRVo	Neural Networks with JavaScript - Full Course using Brain.js
https://www.youtube.com/watch?v=6g4O5UOH304	TensorFlow 2.0 Full Tutorial
https://www.youtube.com/watch?v=iaSUYvmCekI	Convolutional Neural Networks
https://www.youtube.com/watch?v=r0Ogt-q956I	Deep Learning Crash Course
https://www.youtube.com/watch?v=pbCExciEbrc	TensorFlow.js in your browser

PHP

Link URL	Title
https://www.youtube.com/watch?v=HchMW8EhWPU	Building a Symfony 3 App
https://www.youtube.com/watch?v=D9oIu6jiYLk	Laravel Airlock with Vue for SPA Auth
https://www.youtube.com/watch?v=_z9nzEUgro4	Laravel 6 Advanced Service Container
https://www.youtube.com/watch?v=98ChVWjI6KI	Laravel 6 Beginner - e5 - Controllers
https://www.youtube.com/watch?v=Bo0guUbL5uo	Symfony PHP Framework Tutorial
https://www.youtube.com/watch?v=7PpJsho5aak	Laravel 7
https://www.youtube.com/watch?v=OK_JCtrrv-c	PHP Programming Language Tutorial
https://www.youtube.com/watch?v=ImtZ5yENzgE	Laravel PHP Framework Tutorial
https://www.youtube.com/watch?v=NihZYkNpslE	PHP Tutorial 2020
https://www.youtube.com/playlist?list=PLr3d3QYzkw2xabQRUpcZ_IBk9W50M9pe-	Learn PHP The Right Way
https://phptherightway.com/	PHP The Right Way
https://laracasts.com/	Laracasts

Python

Link URL	Title
https://www.youtube.com/watch?v=v-ZDSSYv1L0#Python_Course	Python_Course
https://www.youtube.com/watch?v=zTNA0MtZwso	Python Web Development: Understanding Django for Beginners
https://www.youtube.com/watch?v=F5mRW0jo-U4	Python Django Web Framework
https://www.youtube.com/watch?v=YXPyB4XeYLA	Tkinter Course Python Tutorial
https://www.youtube.com/watch?v=rfscVS0vtbw	Learn Python - Full Course for Beginners Tutorial
https://www.youtube.com/watch?v=WFr2WgN9_xE	Python Machine Learning & AI Mega Course
https://www.youtube.com/watch?v=WGJJIrtnfpk	Python Full Course - Learn Python in 12 Hours
https://www.youtube.com/watch?v=D6esTdOLXh4	Python Django Crash Course
https://www.youtube.com/watch?v=E-1xI85Zog8	MongoDB with Python Crash Course - Tutorial for Beginners
https://www.youtube.com/watch?v=e1IyzVyrLSU	Python Django Crash Course 2019
https://www.youtube.com/watch?v=F5mRW0jo-U4	Python Django Web Framework - Full Course for Beginners
https://www.youtube.com/watch?v=f79MRyMsjrQ	Python Tutorial for Programmers
https://www.youtube.com/watch?v=cI3FOYIMSYE	Python Django
https://www.youtube.com/watch?v=_uQrJ0TkZlc	Python
https://www.youtube.com/watch?v=9Wbfk16jEOk	Learn Python and Django
https://www.youtube.com/watch?v=8DvywoWv6fI	Python for Everybody - Full Course with Dr. Chuck
https://www.youtube.com/watch?v=JT80XhYJdBw	Python Django Tutorial 2020
https://www.youtube.com/watch?v=Mu1I89BeKxM	Python Full Course for Beginners
https://www.youtube.com/watch?v=nrzLdMWTRMM	Miguel Grinberg - Microservices with Python and Flask - PyCon 2017
https://www.youtube.com/watch?v=TbMKwl11itQ	Create a Keylogger with Python - Tutorial
https://www.youtube.com/watch?v=X2vAabgKiuM	Tutorial with Python & NLTK
https://www.youtube.com/watch?v=YZvRrldjf1Y	How to Build an E-commerce Website with Django and Python
https://www.youtube.com/watch?v=5qOnzF7RsNA	GUI App with Tkinter and SQLite
https://www.youtube.com/watch?v=gdDI_GhIRGo	Python SQLite Data Entry Form with Tkinter
https://www.youtube.com/watch?v=Ohj-CqALrwk	SQLite Backend for Beginners
https://www.youtube.com/watch?v=iukOehU5aF4	Python FastAPI Tutorial

JS

Link URL	Title
https://www.youtube.com/watch?v=w7ejDZ8SWv8	React JS Crash Course 2021
https://www.youtube.com/watch?v=sBws8MSXN7A	React JS Crash Course (2019)
https://www.youtube.com/watch?v=qZXt1Aom3Cs	Vue JS Crash Course 2021
https://www.youtube.com/watch?v=mTz0GXj8NN0	Next.js Crash Course 2021
https://www.youtube.com/watch?v=Oe421EPjeBE	Node.js and Express.js - Full Course
https://www.youtube.com/watch?v=w7ejDZ8SWv8	React JS Crash Course 2021
https://www.youtube.com/watch?v=Kp3HGwlXwCk	BASIC JAVASCRIPT PROJECTS
https://www.youtube.com/watch?v=PkZNo7MFNFg	Learn JavaScript - Full Course for Beginners
https://www.youtube.com/watch?v=2qDywOS7VAc	JavaScript Course for Beginners 2020
https://www.youtube.com/watch?v=0ik6X4DJKCc	JavaScript DOM Crash Course
https://www.youtube.com/watch?v=NjN00cM18Z4	TypeScript Tutorial for Angular and React Developers
https://www.youtube.com/watch?v=1LJtg0Ip-SY	Build a Brain Computer App with React Native
https://www.youtube.com/watch?v=m3OjWNFREJo	Electron JS in 100 Seconds
https://www.youtube.com/watch?v=k5E2AVpwsko	Angular Tutorial for Beginners
https://www.youtube.com/watch?v=BwuLxPH8IDs	TypeScript Course for Beginners 2020
https://www.youtube.com/watch?v=dOnAC2Rr-6A	Javascript Full Course
https://www.youtube.com/watch?v=82hnvUYY6QA	AJAX Crash Course (Vanilla JavaScript)
https://www.youtube.com/watch?v=RvYYCGs45L4	JavaScript Promise in 100 Seconds
https://www.youtube.com/watch?v=vn3tm0quoqE	The Async Await Episode I Promised
https://www.youtube.com/watch?v=DJ6PD_jBtU0	Full Stack Vue.js & Laravel
https://www.youtube.com/watch?v=ahCwqrYpIuM	TypeScript - The Basics
https://www.youtube.com/watch?v=4deVCNJq3qc	Learn Vue.js - Full Course for Beginners
https://www.youtube.com/watch?v=5lVQgZzLMHc	Vuex Crash Course
https://www.youtube.com/watch?v=Wy9q22isx3U	Vue JS Crash Course
https://www.youtube.com/watch?v=qgRUr-YUk1Q	JavaScript Modules in 100 Seconds
https://www.youtube.com/watch?v=Hf4MJH0jDb4	React Native Crash Course 2020
https://www.youtube.com/watch?v=Wy9q22isx3U	Vue JS Crash Course - 2019
https://www.youtube.com/watch?v=sBws8MSXN7A	React JS Crash Course - 2019
https://www.youtube.com/watch?v=ScDWrogElmo	React Project - Beach Resort
https://www.youtube.com/watch?v=7nafaH9SddU	Node.js API Authentication With JWT
https://www.youtube.com/watch?v=7CqJlxBYj-M	Learn the MERN Stack
https://www.youtube.com/watch?v=8t0vNu2fCCM	Gatsby JS - The Great Gatsby Bootcamp
https://www.youtube.com/watch?v=8z2qRln9tnc	VueJs
https://www.youtube.com/watch?v=9M4XKi25I2M	JavaScript Programming All-in-One Tutorial Series
https://www.youtube.com/watch?v=2OHbjep_WjQ	Learn Angular - Full Tutorial Course
https://www.youtube.com/watch?v=4deVCNJq3qc	Learn Vue.js - Full Course for Beginners - 2019
https://www.youtube.com/watch?v=6FOq4cUdH8k	Node.js With Passport Authentication
https://www.youtube.com/watch?v=-MlNBTSg_Ww	React.js Hooks Crash Course
https://www.youtube.com/watch?v=-RCnNyD0L-s	Node.js Passport Login System Tutorial
https://www.youtube.com/watch?v=RLtyhwFtXQA	Learn Node.js - Full Tutorial for Beginners
https://www.youtube.com/watch?v=qSRrxpdMpVc	React Native Tutorial for Beginners
https://www.youtube.com/watch?v=bfDnjbw3DJM	React
https://www.youtube.com/watch?v=UDWfize-zIE	Vue JS Tutorial DE
https://www.youtube.com/watch?v=TlB_eWDSMt4	Node.js Tutorial for Beginners
https://www.youtube.com/watch?v=-edmQKcOW8s	React
https://www.youtube.com/watch?v=fBNz5xF-Kx4	Node.js Crash Course
https://www.youtube.com/watch?v=Fdf5aTYRW0E	Angular Crash Course - 2019
https://www.youtube.com/watch?v=fhRdqbEXp9Y	MEAN Stack CRUD Operations - Beginners Tutorial
https://www.youtube.com/watch?v=G8uL0lFFoN0	Express.js & Node.js Course for Beginners - Full Tutorial
https://www.youtube.com/watch?v=GbivbPy00FU	Intro to Angular 5 Tutorial
https://www.youtube.com/watch?v=hQAHSlTtcmY	Learn React In 30 Minutes
https://www.youtube.com/watch?v=hT3j87FMR6M	Intermediate React Tutorial - Todoist Clone
https://www.youtube.com/watch?v=I-dml1IDyBc	Complete TypeScript Course
https://www.youtube.com/watch?v=jUfEn032IL8	Angular
https://www.youtube.com/watch?v=Ke90Tje7VS0	React
https://www.youtube.com/watch?v=kqdsC_Oj9Gk	TypeScript - Beyond the Basics - Eric Potter
https://www.youtube.com/watch?v=m_HJ3juuFvo	Javascript Project Tutorial: Budget App
https://www.youtube.com/watch?v=m_u6P5k0vP0	Full Stack React & Firebase Tutorial
https://www.youtube.com/watch?v=PkZNo7MFNFg	Learn JavaScript - Full Course for Beginners
https://www.youtube.com/watch?v=Qd_V5hpYk_A	Todo List Tutorial - Angular 4 and Redux
https://www.youtube.com/watch?v=Qqx_wzMmFeA	JavaScript
https://www.youtube.com/watch?v=t2CEgPsws3U	Data Structures and Algorithms in JavaScript
https://www.youtube.com/watch?v=U9T6YkEDkMo	React App
https://www.youtube.com/watch?v=WTOnKNjiPWU	Learn JavaScript: Full-Stack From Scratch
https://www.youtube.com/watch?v=s6KEnPfFpZw	Node.js Tutorial für Anfänger DE
https://www.youtube.com/watch?v=VeNfHj6MhgA	Vue.js Crash Course 2025
https://www.youtube.com/watch?v=wIyHSOugGGw	Every React Concept Explained in 12 Minutes
https://www.youtube.com/watch?v=ek7hmv5PVV8	PERN Admin Dashboard in 2026
https://www.youtube.com/watch?v=jzOy07fw2vY	JavaScript Event Loop

AWS

Link URL	Title
https://www.youtube.com/watch?v=wT5DkjMguUA#AWS_Full_Course	AWS_Full_Course
https://www.youtube.com/watch?v=3hLmDS179YE#AWS_Certified	AWS Certified Course
https://www.youtube.com/watch?v=-FtcnssIpzQ#AWS_Certified	AWS Certified Course
https://www.youtube.com/watch?v=uc5C1Zt5tD8#AWS_Certified	AWS Certified Course

COBOL

Link URL	Title
https://www.youtube.com/watch?v=38pNOuGiSmw	Complete COBOL Refresher in 1 Hour
https://www.youtube.com/watch?v=jbNSmt8bPkQ	COBOL Training Course
https://www.youtube.com/watch?v=BdfrbDhsGZg	COBOL Structure
https://www.youtube.com/watch?v=TBs7HXI76yU	COBOL Tutorial
https://www.youtube.com/watch?v=ZOLB4KqHmBs	Introduction to COBOL
https://www.youtube.com/watch?v=ycHXzbAmY94	Beginner's Practical Approach to COBOL
https://www.youtube.com/watch?v=_pAX_ogguLI	Cobol tutorial for Beginners
https://www.youtube.com/watch?v=RdMAEdGvtLA	Cobol Course - Programming with VSCode

Data Structures and Algorithms

Link URL	Title
https://www.youtube.com/watch?v=pkYVOmU3MgA	Data Structures and Algorithms in Python
https://www.youtube.com/watch?v=ouipSd_5ivQ	10 Key Data Structures We Use Every Day
https://www.youtube.com/watch?v=Mo4vesaut8g	Big O Notation fcc
https://www.youtube.com/watch?v=zg9ih6SVACc	Data Structures fcc
https://www.youtube.com/watch?v=8hly31xKli0	Algorithms and Data Structures Tutorial fcc
https://www.youtube.com/watch?v=CBYHwZcbD-s	Learn Data Structures and Algorithms
https://www.youtube.com/watch?v=2ZLl8GAk1X4	Data Structures and Algorithms fcc
https://www.youtube.com/watch?v=zg9ih6SVACc	Data Structures
https://www.youtube.com/watch?v=g2o22C3CRfU	Big-O Notation in 100 Seconds
https://www.youtube.com/watch?v=-ETQ97mXXF0	Learn Data Science in 10 Hours
https://www.youtube.com/watch?v=RBSGKlAvoiM	Data Structures Easy to Advanced Course

Ear Training

Link URL	Title
https://www.youtube.com/watch?v=m3Sg68XbngQ	Interval Ear Training - 1 hour
https://www.youtube.com/watch?v=EazFLAA-Pog	Ear Training Exercise - Level 1
https://www.youtube.com/watch?v=YA-TXGYxOSw	1 Hour of Ear Training
https://www.youtube.com/watch?v=Da-vkCRjeKQ	Diatonic Chord Progressions

Playlists

Link URL	Playlist
https://www.youtube.com/playlist?list=PLoRl3Ht4JOcdU872GhiYWf6jwrk_SNhz9	Neural Networks for Machine Learning
https://www.youtube.com/playlist?list=PLZoTAELRMXVNUcr7osiU7CCm8hcaqSzGw	Data Science Projects
https://www.youtube.com/user/MIT	MIT OpenCourseWare
https://www.youtube.com/watch?v=6ZVf1jnEKGI&list=PLZoTAELRMXVMdJ5sqbCK2LiM0HhQVWNzm	Natural Language Processing Tokenization
https://www.youtube.com/watch?v=cKxRvEZd3Mw&list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal	Machine Learning Recipes
https://www.youtube.com/watch?v=I7VKUGblZOQ&list=PLGJDCzBP5j3xGaW0AGlaVHK2TMEr2XkP9	PHP Design Patterns
https://www.youtube.com/watch?v=KEEKn7Me-ms&list=PLI1t_8YX-ApvMthLj56t1Rf-Buio5Y8KL	Algorithms: Recursion
https://www.youtube.com/watch?v=MhkGQAoc7bc&list=PLoYCgNOIyGABj2GQSlDRjgvXtqfDxKm5b	Reactjs
https://www.youtube.com/watch?v=pmKyG3NBY_k&list=PLWKjhJtqVAbl1AfjiGyYxwpdAPi5v-1OU	Style Fancy Buttons: CSS Tutorial
https://www.youtube.com/watch?v=ua-CiDNNj30&list=PLWKjhJtqVAblQe2CCWqV4Zy3LY01Z8aF1	Learn Data Science Tutorial
https://www.youtube.com/watch?v=vNHpsC5ng_E&list=PLF206E906175C7E07	Java Design Patterns Tutorial
https://www.youtube.com/watch?v=UzxYlbK2c7E&list=PLA89DCFA6ADACE599	Machine Learning (Stanford)
https://www.youtube.com/playlist?list=PLZoTAELRMXVNUcr7osiU7CCm8hcaqSzGw	Data Science Projects
https://www.youtube.com/playlist?list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF	Machine Learning
https://www.youtube.com/playlist?list=PLBv09BD7ez_448q9kRfZRxYb3cbeEanRb	IR7 Inverted Indexing
https://www.youtube.com/playlist?list=PLaZQkZp6WhWxU3kA6wV0nb5dY1SXDEKWH	Classifications
https://www.youtube.com/channel/UCU3OMAQMsRi0RixSUNfC3aA	CakePHP
https://www.youtube.com/watch?v=3bxAm3XIFmk&list=PLBArW4dCYWbT5-dSATFcn6Tuqv-WKdyaR	DEv to Architecture
https://www.youtube.com/watch?v=ia1KSZCG2Bs&list=PLQ176FUIyIUYB2JG1htieA8yYqYAtKGB4	JetBrains Videos
https://www.youtube.com/watch?v=AHK20LWEWXQ&list=PLQ176FUIyIUbfeFz-2EbDzwExRlD0Bc-w	JetBrains Videos
https://www.youtube.com/watch?v=hdI2bqOjy3c&list=PLillGF-RfqbbnEGy3ROiLWk7JMCuSyQtX	JavaScript Crash Course
https://www.youtube.com/watch?v=Y_hzMnRXjhI&list=PLQY2H8rRoyvwLbzbnKJ59NkZvQAW9wLbx	TensorFlow NLP Zero to Hero
https://www.youtube.com/watch?v=ZyhVh-qRZPA&list=PL-osiE80TeTsWmV9i9c58mdDCSskIFdDS	Python Pandas Tutorial
https://www.youtube.com/watch?v=w3GV9pumczQ&list=PLi01XoE8jYogpKUjykd53HjG8a8ruDmW1	What is Calculus
https://www.youtube.com/watch?v=bY6m6_IIN94&list=PLi01XoE8jYohWFPpC17Z-wWhPOSuh8Er-	Learn Python with Socratica
https://www.youtube.com/watch?v=V5pxUz5EVs0&list=PLi01XoE8jYoiroxK2XtuzPU45LlegtjUh	Geometry
https://www.youtube.com/watch?v=lAvIuQIhbOQ&list=PLUPH1EuJOf-fonnlNMajy6p0RxkjU14y-	Tutorial C++ Romanian
https://www.youtube.com/watch?v=-vHQub0NXI4&list=RDCMUC0rqucBdTuFTjJiefW5t-IQ	Get started with using TensorFlow
https://www.youtube.com/watch?v=inN8seMm7UI&list=PLQY2H8rRoyvyK5aEDAI3wUUqC_F0oEroL	Get started with Google Colaboratory
https://www.youtube.com/watch?v=A60oNJ7mxXY&list=RDCMUCEBb1b_L6zDS3xTUrIALZOw&index=1	MIT OpenCourseWare
https://www.youtube.com/user/SageSoftwareNA/playlists	Sage Customer Support and Training
https://www.youtube.com/user/BookkeepingMaster/playlists?app=desktop	Sage Tutorials
https://www.youtube.com/watch?v=WWcijE7ifcA&list=PLzvRQMJ9HDiSaisKr7OnM4Fl7JXCDDcmt	Introduction (Get started with Jenkins part 1)
https://www.youtube.com/channel/UCDbRYCyDiyJUqgQ7k4e1_-A	MS Excel Extended - curs online despre Excel
https://www.youtube.com/watch?v=XFqm_ILuhs0&list=PLt1SIbA8guusxiHz9bveV-UHs_biWFegU	Apache Kafka
https://www.youtube.com/watch?v=89yWXXIOisk&list=PLhW3qG5bs-L_ZCOA4zNPSoGbnVQ-rp_dG	Jenkins
https://www.youtube.com/watch?v=B3PE7w-jvjQ&list=RDCMUCGp4UBwpTNegd_4nCpuBcow&start_radio=1	Codeception support in PhpStorm
https://www.youtube.com/watch?v=EjwD7Pi7J_0&list=RDCMUCGp4UBwpTNegd_4nCpuBcow&start_radio=1	Code Review Best Practices
https://www.youtube.com/watch?v=HB2T0iWiW50&list=RDCMUCGp4UBwpTNegd_4nCpuBcow&start_radio=1	PhpStorm plugins for Laravel
https://www.youtube.com/watch?v=AHK20LWEWXQ&list=PLQ176FUIyIUbfeFz-2EbDzwExRlD0Bc-w	PhpStorm
https://www.youtube.com/watch?list=PLGLfVvz_LVvReUrWr94U-ZMgjYTQ538nT&v=f5OD9CKrZEw	Java Algorithms
https://www.youtube.com/watch?list=PLGLfVvz_LVvSuz6NuHAzpM52qKM6bPlCV&v=vhYK3pDUijk	Code Refactoring
https://www.youtube.com/playlist?list=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t	Data Science Project From Scratch
https://www.youtube.com/watch?v=ZDa-Z5JzLYM&list=PL-osiE80TeTsqhIuOqKhwlXsIBIdSeYtc	Python OOP Tutorial
https://www.youtube.com/watch?v=cjXI-yxqGTI&list=PLOspHqNVtKAC-_ZAGresP-i0okHe5FjcJ	IBM Cloud Fundamentals
https://www.youtube.com/watch?v=cjXI-yxqGTI&list=RDCMUCKWaEZ-_VweaEx1j62do_vQ&start_radio=1	IBM Cloud
https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y	Beginners Guide to Machine Learning in JavaScript
https://www.youtube.com/watch?v=Nnb9g7y38W8&list=PLu9Yd5dcf2hc0179VReN0jFt0624Nl1Ar	Python] Course Outline
https://www.youtube.com/watch?v=Tu-LOrLh6E4&list=PLu9Yd5dcf2hddSLH3-5Zgb7MxL2ggHqP0	Angular] Course Introduction
https://www.youtube.com/watch?v=1O4KlMyVRk8&list=PLu9Yd5dcf2hcO7NX8SY9xHCk1LeNnh7En	Pandas] Introduction to the Course
https://www.youtube.com/watch?v=BSJNez3NHvM&list=PLu9Yd5dcf2hdNhDhSS4cYV786G4cyoYB3	Python] Web Scraping Introduction
https://www.youtube.com/watch?v=MiS6y9kffBs&list=PLS1QulWo1RIbHU_v67CWrHn3eWpaASEtK	MongoDB to Django Using Djongo
https://www.youtube.com/watch?v=kENidSltTuA&list=PLS1QulWo1RIYbSv5_R2I_QbAcvbyqBCun	RESTFul API With Flask
https://www.youtube.com/watch?v=Kja_28SNIow&list=PLS1QulWo1RIZ6OujqIAXmLR3xsDn_ENHI	Getting Started With Flask
https://www.youtube.com/watch?v=lIM5YQyZ3pc&list=PLS1QulWo1RIa3Q24UOH0DaOBxHNmwJOeO	Introduction to React JS
https://www.youtube.com/watch?v=bPp_Nr71GxY&list=PLS1QulWo1RIZFMIqY6IMCBkcAQTEvMEIo	Introduction to the C programming
https://www.youtube.com/watch?v=2EJ03wM0erI&list=PLS1QulWo1RIYWjdoEC1WbT8W3XGGWVXfW	PHP REST API
https://www.youtube.com/watch?v=_bi0SqW_4L0&list=PLS1QulWo1RIZTkXbVkjr5Z3m-uMs05u7V	PyQt5 Tutorial
https://www.youtube.com/watch?v=2WztaC6kyLs&list=PLS1QulWo1RIa7ha9SewcZlsTQVwL7n7oq	Scikit-Learn
https://www.youtube.com/watch?v=64VG179N4no&list=PLS1QulWo1RIYZZxQdap7Sd0ARKFI-XVsd	Redis
https://www.youtube.com/watch?v=mqhxxeeTbu0&list=PLzMcBGfZo4-n4vJJybUVV3Un_NFS5EOgX	Flask Tutorial
https://www.youtube.com/watch?v=Vde5SH8e1OQ&list=PLzMcBGfZo4-lB8MZfHPLTEHO9zJDDLpYj	PyQt5
https://www.youtube.com/watch?v=ujTCoH21GlA&list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr	Python Machine Learning
https://www.youtube.com/watch?v=Lfg8uVS6HVk&list=PLB5jA40tNf3v-K_g4K-4Q7dYnGskPNZjy	Java
https://www.youtube.com/watch?v=2t3q_hOWw1o&list=PLB5jA40tNf3vh75MBwUb4oqiXFOZ5pYyX	Web Development Html
https://www.youtube.com/watch?v=yQSEXcf6s2I&list=PLCC34OHNcOtoC6GglhF3ncJ5rLwQrLGnV	Graphical User Interfaces With Python And TKinter
https://www.youtube.com/watch?v=kKj3L2e5dY4&list=PLCC34OHNcOtpd6DTzCrAHOhhwzUZN6ut0	Bootstrap 4
https://www.youtube.com/watch?v=xc23JUl-f2k&list=PLCC34OHNcOtpER8D9QsylMvBWLn5SfUXv	Using MySQL Databases With Python
https://www.youtube.com/watch?v=8Dv7y33tFzI&list=PLCC34OHNcOtre5nJXBvH6WeJwfxuHjb7q	Build Websites With Python and Django FAST
https://www.youtube.com/watch?v=EQcsD3ff14E&list=PLCC34OHNcOtoz3tvoN9uDkIAaDYqPqoEr	Ruby on Rails To-Do List App
https://www.youtube.com/watch?v=MwZwr5Tvyxo&list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH	Python Flask
https://www.youtube.com/watch?v=ZyhVh-qRZPA&list=PL-osiE80TeTsWmV9i9c58mdDCSskIFdDS	Python Pandas
https://www.youtube.com/watch?v=VBqJ0-imSMU&list=PL1FgJUcJJ03uJQse6KnXB996NYoHZyxGk	Django & ReactJS Full Stack
https://www.youtube.com/watch?v=kKSd5F_KDkM&list=PL1FgJUcJJ03s4oCDPlh7ZJe2kycucSSmA	ReactJS & React Hooks
https://www.youtube.com/watch?v=bB8q_cYWRcQ&list=PL1FgJUcJJ03sImAsEpAzMTjaTCU7bY3ZD	PyqtGraph
https://www.youtube.com/watch?v=VNzX2Hf32O8&list=PL1FgJUcJJ03seqWeoTOzQSjgZEYelPBv8	OpenCV
https://www.youtube.com/watch?v=O8k2SziFAtI&list=PL1FgJUcJJ03saV6tnVM7ihTXKVCsGhwym	Flask
https://www.youtube.com/watch?v=jhvxAR0qCAE&list=PL1FgJUcJJ03veB3Nha_0JTTfHrsBvj5CS	Python With Mysql Database
https://www.youtube.com/watch?v=4aKwBEEKkSo&list=PL1FgJUcJJ03vd5wJAZfn0IGWdfpdT1jOB	Flask Web Development
https://www.youtube.com/watch?v=pnpL9Sl79g8&list=PL1FgJUcJJ03uwFW8ys2ov2dffKs3ieGYk	PyQt5
https://www.youtube.com/watch?v=yD0_1DPmfKM&list=PLQVvvaa0QuDe9nqlirjacLkBYdgc2inh3	Django
https://www.youtube.com/watch?v=G3PvTWRIhZA&list=PLQVvvaa0QuDeF3hP0wQoSxpkqgRcgxMqX	Go Lang
https://www.youtube.com/watch?v=OGxgnH8y2NM&list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v	Machine Learning
https://www.youtube.com/watch?v=mD4KFDmusCc&list=PLXmMXHVSvS-AjwTOtiW1DXFYTgUlrUmHV	Flask
https://www.youtube.com/watch?v=bcjq3koKpFE&list=PLXmMXHVSvS-AIM_xZvxAgjXaKXvJae80L	AJAX Promises in jQuery
https://www.youtube.com/watch?v=IrclKk_nWHI&list=PLXmMXHVSvS-DvYEVy6JQUAjannaohHXRV	HTTP Requests in Python
https://www.youtube.com/watch?v=_X-pjh4Vd10&list=PLei96ZX_m9sXmZJqhaTdIGGOJLStV4YbM	Fastify
https://www.youtube.com/watch?v=ccsz9FRy-nk&list=PLC3y8-rFHvwgeQIfSDtEGVvvSEPDkL_1f	Vue JS 3 Tutorial Introduction
https://www.youtube.com/watch?v=QFaFIcGhPoM&list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3	ReactJS Introduction
https://www.youtube.com/watch?v=9boMnm5X9ak&list=PLC3y8-rFHvwheJHvseC3I0HuYI2f46oAK	React Redux Tutorials Introduction
https://www.youtube.com/watch?v=cF2lQ_gZeA8&list=PLC3y8-rFHvwisvxhZ135pogtX7_Oe3Q3A	React Hooks Tutorial Introduction
https://www.youtube.com/watch?v=bV8emCBmFHk&list=PLC3y8-rFHvwilEuCqFGTL5Gt5U6deIrsU	Angular Material Tutorial Introduction
https://www.youtube.com/watch?v=QFaFIcGhPoM&list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3	ReactJS Tutorial Introduction
https://www.youtube.com/watch?v=0eWrpsCLMJQ&list=PLC3y8-rFHvwhBRAgFinJR8KHIrCdTkZcZ	Angular Tutorial Introduction
https://www.youtube.com/watch?v=6fj0cpmMiVg&list=PLC3y8-rFHvwhgWwm5J3KqzX47n7dwWNrq	npm Tutorial for Beginners
https://www.youtube.com/watch?v=vLvNr3Wa5YI&list=PLC3y8-rFHvwj200LLotCYum_9wmGeTJx9	Mean Stack Tutorial MongoDb, Express, Angular CLI and Node
https://www.youtube.com/watch?v=tqBi_Tou6wQ&list=PLC3y8-rFHvwiCJD3WrAFUrIMkGVDE0uqW	Electron js Tutorial
https://www.youtube.com/watch?v=saVf5Z60uEo&list=PLC3y8-rFHvwjMjwF25ixu1j1uS63hm4p0	Vue js 2 Tutorial
https://www.youtube.com/watch?v=9gEPiIoAHo8&list=PLC3y8-rFHvwiXX1maB5o-CZAIHy4I_ILv	MongoDB PHP Tutorial Driver and PHP Library Set Up
https://www.youtube.com/watch?v=aCOBakZSdmE&list=PLC3y8-rFHvwjfc2yJlldxjodwpUhVvDPg	AngularJS Tutorial for Beginners
https://www.youtube.com/watch?v=YYnf5vJRuUY&list=PLC3y8-rFHvwh11bWtwm3_qKvo46uDmaal	MongoDB Tutorial for Beginners
https://www.youtube.com/watch?v=ZRBRtA_2NAo&list=PLQH1-k79HB39Kzr43Xyja4tlRHMCqWsuy	api-platform
https://devbrains.tn/tutorials/easy-admin-api-platform-course-introduction	api-platform
https://www.youtube.com/watch?v=U2lQWR6uIuo&list=PL3VM-unCzF8ipG50KDjnzhugceoSG3RTC	PHP for Beginners (2023 Edition)
https://www.youtube.com/watch?v=BZwn47RPiAM&list=PL3VM-unCzF8jX-GoazLPcbi7M0wJux8F-	Learn Vue 3: Step By Step
https://www.youtube.com/watch?v=hz0_q1MJa2k&list=PL0X6fGhFFNTcBB9N4fPyMgtOxfvyujiEh	JavaScript
https://www.youtube.com/watch?v=RoY3ekCCxKc&list=PL0X6fGhFFNTcU-_MCPe9dkH6sqmgfhy_M	Cloud Computing
https://www.youtube.com/watch?v=-DTUdOJv8w8&list=PL0X6fGhFFNTe_vJIlAQQo0IEgPgk9er3g	React.js
https://www.youtube.com/watch?v=WyzHSMtINlg&list=PLt1SIbA8guuvUX8TCLwCJMrhsGN__3yOH	Amazon EC2 with Auto Scaling
https://www.youtube.com/watch?v=iHX-jtKIVNA&list=PLt1SIbA8guuvvqyRA7BJMrSVtsrGD8fvo	AWS Explained
https://www.youtube.com/watch?v=CGFrYNDpzUM&list=PLv2a_5pNAko0Mijc6mnv04xeOut443Wnk	AWS Essentials
https://www.youtube.com/watch?v=ZdydaX1ds8I&list=PLzde74P_a04eZ0WTGVaACWWWX-AOEVjrz	AWS Advanced Networking Specialty
https://www.youtube.com/watch?v=eHwbWYwoZG4&list=PLzde74P_a04emYSLeQAVIK8o7aIy885p4	Introduction to Cloud Computing
https://www.youtube.com/watch?v=PjKvwxTTSUk&list=PLzde74P_a04cKnuXyi--fkIoY1sxztyqL	AWS Identity and Access Management
https://www.youtube.com/watch?v=9vsu67uMcko&list=PLEBQazB0HUyTpoJoZecRK6PpDG31Y7RPB	Introduction to Embedded Linux
https://www.youtube.com/watch?v=Z2bvEpQvYh4&list=PL10piHcP2kVK6FvJk7GVbKCNrBe3NLAzQ	Vue.js in a Nutshell
https://www.youtube.com/watch?v=tqnEcVMdZb0&list=PL3-vEIPar_7qI4wlofzK4rRXhs7y7uhhz	VueJS - Der komplette Einsteiger
https://www.youtube.com/watch?v=SSCeKhoY8Kk&list=PLnqycjkeRGqnBh-2w5PrPPQgI14HHNQkf	Node JS
https://www.youtube.com/watch?v=iHX-jtKIVNA&list=PLt1SIbA8guuvvqyRA7BJMrSVtsrGD8fvo	AWS Explained
https://www.youtube.com/watch?v=zJxJerQtUdk&list=PL-lCrD3QqynWDYLO6GMzqnZL29y_qe-3v	Frontend Roadmap
https://www.youtube.com/watch?v=D-zlCUeYIxk&list=PLIivdWyY5sqJwq_pgOxcHzusWjXDVCEiX&index=1	Serverless Expeditions
https://www.youtube.com/watch?v=yBGLw_eITfY&list=PLDe9hpDQlNBUPBIjqR4BPDWDaU4n_KFiF&index=1	Serverless Patterns
https://www.youtube.com/watch?v=kzKFuHk8ovk&list=PLIivdWyY5sqKh1gDR0WpP9iIOY00IE0xL&index=1	Google Cloud Essentials
https://www.youtube.com/watch?v=VavWEtI5T7c&list=PLD9SRxG6ST3GBsczn8OUKLaErhrvOz9zQ&index=1	Node MySQL Login
https://www.youtube.com/watch?v=IxcKMcsBGE8&list=PLlameCF3cMEsjpIRxfB9Rjici3aMCaQVo&index=1	VueJS & NodeJS JWT Authentication
https://www.youtube.com/watch?v=QohQieveWkk&list=PLGz_X9w9raXf748bzuGOV6XJv7q3wLxhZ	NGINX Official Tutorials
https://www.youtube.com/watch?v=N-kIf3gvtRg&list=PLdsu0umqbb8PPKI5KQtWMeGv08d_aRmcp	Jenkins Crash Course
https://www.youtube.com/watch?v=mqOMeVwWqwk&list=PLQH1-k79HB39Kzr43Xyja4tlRHMCqWsuy	API Platform Crash Course
https://www.youtube.com/watch?v=8f011wdiW7g&list=PLqazFFzUAPc5lOQwDoZ4Dw2YSXtO7lWNv	Inkscape Crash Course
https://www.youtube.com/watch?v=842rgQP_OgI&list=PLBh2i93oe2quABbNq4I_-hyjhW8eOdgrO	math Crash Course
https://www.youtube.com/watch?v=AhtzkydwkW8&list=PL4E74506D04586517	lmms Crash Course
https://www.youtube.com/watch?v=zWLRdna1p6U&list=PLJooqCSo73ShdOeigDI6Ti0lHxW34LSAy	spryker Crash Course
https://www.youtube.com/watch?v=ycHXzbAmY94&list=PLfNQwFOQm0urbWdIiugEKPD_-Hyp5fuwX	COBOL
https://www.youtube.com/watch?v=hWRRdICvMNs&list=PLOspHqNVtKAAAq9pHWlEiRUVcYMCcu4X0	API Essentials
https://www.youtube.com/watch?v=_Drz6MbNmmY&list=PLMvza7ri1L0eduljUjLSsXRvIJ8rD8Ohs	LMMS
https://www.youtube.com/playlist?list=PLD0F06AA0D2E8FFBA	ML
https://www.youtube.com/watch?v=h6HRsfu_Rog&list=PLJooqCSo73Si9lMfa6gq0fHJufMMY1bSX	B2B Spryker
https://www.youtube.com/watch?v=23HFxAPyJ9U&list=PLZPZq0r_RZOOj_NOZYq_R2PECIMglLemc	Start coding with JAVA in 10 minutes!
https://www.youtube.com/watch?v=1GNsWa_EZdw&list=PLgGbWId6zgaV1cuVGR-rkslM5InZ5MZv2	Envato Tuts+
https://www.youtube.com/watch?v=9ItV8UuXb1I&list=PLlameCF3cMEtuXasp3TH4TapPcw3EteA5	Vue
https://www.youtube.com/watch?v=9THmGiSPjBQ&list=PLdo4fOcmZ0oULFjxrOagaERVAMbmG20Xe	C# for Beginners
https://www.youtube.com/watch?v=6BcPIvVfVAw&list=PLdo4fOcmZ0oUwBEC2bnwPtHqbU8Vmh_tj	.NET for Beginners
https://www.youtube.com/watch?v=gf1dutyveAY&list=PLdo4fOcmZ0oUkJJEM_FagLkvwPQHsQ5xL	Intro to Visual Studio 2022
https://www.youtube.com/watch?v=sHDox4Fx6G0&list=PLdo4fOcmZ0oXNZX1Q8rB-5xgTSKR8qA5k	What is ASP.NET Core? Web Development with .NET for Beginners
https://www.youtube.com/watch?v=sHDox4Fx6G0&list=PLdo4fOcmZ0oWunQnm3WnZxJrseIw2zSAk	What is ASP.NET Core? Web Development with .NET for Beginners
https://www.youtube.com/watch?v=8Tin9cjx03Q&list=PLdo4fOcmZ0oXU8g5XIKiOPX4tgIqG2Ddc	Build intelligent apps on .NET using Azure
https://www.youtube.com/watch?v=Z9AmQXc5UKc&list=PLdo4fOcmZ0oWdpUqmhpP5K9_0vI_3qwQh	Blazor, Web API, and new AI Templates
https://www.youtube.com/watch?v=lE8NdaX97m0&list=PLuZfDyPRW0-MvkkrvaGrLkJsFq6t1uTC6	What is ASP.NET? ASP.NET Core 101
https://www.youtube.com/watch?v=yq0dSkA1vpM&list=PLLWMQd6PeGY1C3YLCyAUIDJrPS9S3WdLK	WinForm vs WPF vs UWP vs Console
https://www.youtube.com/watch?v=5ZhlBJr95-4&list=PLLWMQd6PeGY1TU4qj0UW9iS28j5O-Iwa4	Building a Sample API in C#
https://www.youtube.com/watch?v=tFCZw-wZVtg&list=PLdo4fOcmZ0oWUrumb503vY3v6O3u3P4rW	C# and .NET Development in VS Code for Beginners
https://www.youtube.com/playlist?list=PLXV9Vh2jYcjbnv67sXNDJiO8MWLA3ZJKR	Generative AI
https://www.youtube.com/watch?v=r1vsfDMO-WE&list=PL8HmoRTjTSlEgS2GsFaDr9zDLC1xD9FZf	Python Visually Explained
https://www.youtube.com/watch?v=IKANyuUn1rc&list=PL4KX3oEgJcfd7I5KmEnUF7cTVqrvCPRDj	Python Tutorials 2025
https://www.youtube.com/watch?v=fv9ii3W5htQ&list=PLHJns8WZXCdvaD7-xR7e5FJNW_6H9w-wC	Introduction to Reverse Engineering
https://www.youtube.com/watch?v=03D3xWArutU&list=PLI-F7ydFjNpC2lJ6UI-ZA2FnwR3fiP1IZ	WPF Introduction

Envato Tuts+

Link URL	Title
https://www.youtube.com/watch?v=AGE3wRKljkw	Get Started With Laravel
https://www.youtube.com/watch?v=YGqCZjdgJJk	How to Build a REST API With Laravel:
https://www.youtube.com/watch?v=m0lz23eDgq4	Practical React Fundamentals
https://www.youtube.com/watch?v=7rxJXB7vPd8	Vibe Coding
https://www.youtube.com/watch?v=pzcB-t5qM8w	Web Design Trends 2025
https://www.youtube.com/watch?v=bfDnjbw3DJM	React js Tutorial Beginner
https://www.youtube.com/watch?v=gyQyk80_upM	Node.js Tutorial
https://www.youtube.com/watch?v=JWhRMyyF7nc	learn Angular
https://www.youtube.com/watch?v=h8SpwivM4po	Write Code With GitHub Copilot.
https://www.youtube.com/watch?v=sbfdzF8X-AQ	How to Write Code With ChatGPT
https://www.youtube.com/watch?v=1GNsWa_EZdw	Vue.js Tutorial:
https://www.youtube.com/watch?v=P-mBHIVbYNI	Affinity Photo for Beginners
https://www.youtube.com/watch?v=-TVX5uT9BRY	Working With PHP Arrays
https://www.youtube.com/watch?v=9snMb-S90kQ	Top New PHP Features
https://www.youtube.com/watch?v=l4G2MVgXFkw	Learn React 18
https://www.youtube.com/watch?v=iG2jotQo9NI	HTML & CSS
https://www.youtube.com/watch?v=Fg3EvolPrDo	How to Edit Audio
https://www.youtube.com/watch?v=mGmuVNkLi74	How to Use PHP in HTML
https://www.youtube.com/watch?v=t0syDUSbdfE	PHP Tutorial
https://www.youtube.com/watch?v=hjD9jTi_DQ4	Getting Started With Hugo
https://www.youtube.com/watch?v=2piPpx_HB5U	This is Bootstrap 5
https://www.youtube.com/watch?v=rLrgj6jJ5ug	How to Use Map, Filter,
https://www.youtube.com/watch?v=X1umyXgJsA0	Learn Modern JavaScript Fundamentals
https://www.youtube.com/watch?v=JWhRMyyF7nc	Learn Angular A
https://www.youtube.com/watch?v=C842vFY5kRo	System Design Course
https://www.youtube.com/watch?v=XCifkDC0yXA	React Native Crash Course 2026

AI Code Assistants

Link URL	Title
https://www.youtube.com/watch?v=2dGlCXn2n8E	App with Junie in WebStorm
https://www.youtube.com/watch?v=54__1gK2K4U	Junie and Kotlin in IntelliJ IDEA
https://www.youtube.com/watch?v=6JeaYWDyw54	ULTIMATE Guide to ChatGPT 4o
https://www.youtube.com/watch?v=CJUbQ1QiBUY	Building a REST API with GitHub Copilot
https://www.youtube.com/watch?v=Coot4TFTkN4	MCP Servers in VS Code
https://www.youtube.com/watch?v=DaXQ5L7r7Lg	Replit Agent
https://www.youtube.com/watch?v=FByI3Xl846A	how to build a team of AI Agents
https://www.youtube.com/watch?v=HdafI0t3sEY	RAG vs. CAG
https://www.youtube.com/watch?v=JV3pL1_mn2M	AI Engineering
https://www.youtube.com/watch?v=NFSqoVjI54w	AI Assistant in WebStorm
https://www.youtube.com/watch?v=O8hQStVHTO0	36 ChatGPT Tips
https://www.youtube.com/watch?v=OlJSTTof9mo	Custom Voice AI Agent
https://www.youtube.com/watch?v=QfJB9d0J3Iw	Learn Claude AI
https://www.youtube.com/watch?v=V_0dNE-H2gw	AI Locally in Minutes
https://www.youtube.com/watch?v=VePxCcF99w4	Agent mode tools in VS Code
https://www.youtube.com/watch?v=_5vD9QDlgDg	How to Use Junie in PyCharm
https://www.youtube.com/watch?v=b5xcWdzAB5c	GitHub Copilot 101
https://www.youtube.com/watch?v=hdhdEbOBKK8	Let Me Code It For You Junie
https://www.youtube.com/watch?v=jXp5D5ZnxGM	GitHub Copilot in VS Code
https://www.youtube.com/watch?v=lTr06V9uyts	JetBrains AI Assistant in PhpStorm
https://www.youtube.com/watch?v=lvQ-EC5afIA	AI Agent with Semantic Kernel, MongoDB Atlas, C# and OpenAI
https://www.youtube.com/watch?v=oUGIcp2Iph0	Meet Junie, the Coding Agent by JetBrains
https://www.youtube.com/watch?v=oyKgaysS9_g	How to Use Junie in IntelliJ IDEA
https://www.youtube.com/watch?v=p_XU79kegb0	9 Copilot Feature
https://www.youtube.com/watch?v=sYepbevm8TY	GitHub Copilot agent
https://www.youtube.com/watch?v=vdBxfFVXnc0	GitHub Copilot in VS Code (2025)
https://www.youtube.com/watch?v=z1lVsLPXn2c	AI Coding Agent Junie
https://www.youtube.com/watch?v=zMSmhKDajKQ	AI Assistant in IntelliJ IDEA
https://www.youtube.com/watch?v=zqVtHYFYQY8	ChatGPT Tutorial 2025
https://www.youtube.com/watch?v=r0c7RhMFcww	AI Business in 6 Hours
https://www.youtube.com/watch?v=VwC-fUpVLYY	Tasks using YAML AI Agent Design Patterns
https://www.youtube.com/watch?v=rOTdkSSHBBc	fully Functional MCP Server from Swagger Specs
https://www.youtube.com/watch?v=HBH4M43GcJQ	Setup AI Agent Locally
https://www.youtube.com/watch?v=AhPXGKG4RZ4	Build AI Agents with Docker
https://www.youtube.com/watch?v=ynhl8KjjS3Y	Build Self-Learning AI Agents
https://www.youtube.com/watch?v=sv5FYDlTG3c	MCP Server Build Tutorial
https://www.youtube.com/watch?v=T76NbeTdDFA	Gemini CLI in 6 Minutes
https://www.youtube.com/watch?v=KUCZe1xBKFM	Introducing Gemini CLI
https://www.youtube.com/watch?v=ZWfZQa05C8s	Gemini CLI
https://www.youtube.com/watch?v=_lYjNPROdSU	Google Gemini CLI Agent
https://www.youtube.com/watch?v=Cio7Bg7ODfQ	Build Anything with MCP
https://www.youtube.com/watch?v=DO91djWmudU	Convert REST API to MCP Server using Spring AI
https://www.youtube.com/watch?v=_d0duu3dED4	Why Everyone’s Talking About MCP
https://www.youtube.com/watch?v=2716IUeCIQo	Playwright MCP
https://www.youtube.com/watch?v=FLpS7OfD5-s	Why MCP really is a big deal
https://www.youtube.com/watch?v=TQsP_PlCY1I	Build Anything with MCP Agents,
https://www.youtube.com/watch?v=L94WBLL0KjY	Build Anything with MCP Agents
https://www.youtube.com/watch?v=WLvQCIUWebs	5 simple AI Agent
https://www.youtube.com/watch?v=b7oUQJc-P5Y	Intro to Agent Mode in Visual Studio
https://www.youtube.com/watch?v=FsEpxuHth7Y	AI Course for Beginners
https://www.youtube.com/watch?v=E0Hmnixke2g	All Machine Learning algorithms explained in 17 min
https://www.youtube.com/watch?v=NnYLzGMk8Tg	Can I Clone a $250M App Better Than a Pro Developer? (With No Code)
https://www.youtube.com/watch?v=1q8aq-zdG50	COMPLETER n8n KURS
https://www.youtube.com/watch?v=WKIjkxxNH0c	Build a Support Agent with Vercel AI SDK
https://www.youtube.com/watch?v=UIf-SlmMays	n8n Tutorial – Zero to Hero Course
https://www.youtube.com/watch?v=g-JgaoheyTo	Deploy an AI SaaS End To End
https://www.youtube.com/watch?v=PcbuKRNtCUc	Essential Machine Learning and AI Concepts Animated
https://www.youtube.com/watch?v=-9bo8HlSxwQ	CS50x 2026 - Artificial Intelligence
https://www.youtube.com/watch?v=CqGuzvh8uis	10 Community Nodes in n8n
https://www.youtube.com/watch?v=B0TJC4lmzEM	Advanced AI Agents
https://www.youtube.com/watch?v=jyWbD_Tp-EA	SIM using Ollama
https://www.youtube.com/watch?v=E4l91XKQSgw	Local AI Agent With Python (Ollama, LangChain & RAG)
https://www.youtube.com/watch?v=ntDIxaeo3Wg	Claude Code
https://www.youtube.com/watch?v=3zSANOIBHYw	Local AI Coding Workflow
https://www.youtube.com/watch?v=st534T7-mdE	The Ultimate Beginner’s Guide to OpenClaw
https://www.youtube.com/watch?v=tnsrnsy_Lus	ClawdBot Full Tutorial
https://www.youtube.com/watch?v=CcrC5zSv1iA	LLM Fine-Tuning Course
https://www.youtube.com/watch?v=6vPaitNQMGY	OpenClaw 2.0
https://www.youtube.com/watch?v=JepVi1tBNEE	Agent Skills in VS Code
https://www.youtube.com/watch?v=dutyOc_cAEU	VS Code Agent Mode
https://www.youtube.com/watch?v=5NxGqnTazR8	Ultimate Agent Mode
https://www.youtube.com/watch?v=PAgLzv1Lp1o	Agent HQ for VS Code
https://www.youtube.com/watch?v=J5KTpq7hVn4	Multi-agent workflows in VS Code
https://www.youtube.com/watch?v=VePxCcF99w4	Agent mode tools in VS Code
https://www.youtube.com/watch?v=brLhhkUqcn4	Claude Code Essentials
https://www.youtube.com/watch?v=wlpBCazAY9Q	OpenClaw, GitHub Copilot, Claude Code, CodeRabbit
https://www.youtube.com/watch?v=UAMAAoSPu8o	All 35 Claude Code Concepts Explained
https://www.youtube.com/watch?v=n1sfrc-RjyM	OpenClaw Full Tutorial for Beginners
https://www.youtube.com/watch?v=4U2_edX7iiM	n8n KI-AGENTEN DE
https://www.youtube.com/watch?v=VBV4sxUBdsE	Hermes Agent - AICodeKing
https://www.youtube.com/watch?v=0XoXNG65rfg	AI Workflows
https://www.youtube.com/watch?v=G47mnkGkYwQ	100 hours of Hermes Agent lessons in 46 minutes - David Ondrej
https://www.youtube.com/watch?v=1nDiiXfMUK4	Hermes Agent - David Ondrej
https://www.youtube.com/watch?v=S3FAgx2ZFOI	KI in 120min
https://www.youtube.com/watch?v=YP-fop0gBw8	Custom Agents in VS Code
https://www.youtube.com/watch?v=3UJFADzV0OY	Qwen3.6 (Local) with OpenCode & llama.cpp Agentic RAG LangChain
https://www.youtube.com/watch?v=QcxL0SXILC4	Skills, Agents, Prompts
https://www.youtube.com/watch?v=gh2_PhgZGsM	Claude Code for Beginners Tutorial
https://www.youtube.com/watch?v=Umo_sNvTsJ0	Qwen3.6 (27B) Local Test Gemma4
https://www.youtube.com/watch?v=1ve4Atbqmoo	Hermes Agent Full Tutorial for Beginners
https://www.youtube.com/watch?v=Qn2c_U-cWQs	Hermes Agent
https://www.youtube.com/watch?v=kKNgRCPuObI	Local LM Studio Gets Web Browsing
https://www.youtube.com/watch?v=4Sln_6K2z8c	Hermes Agent is insane
https://www.youtube.com/watch?v=89bhDV0FBSM	Coding in VS Code with Gemma 4 and Ollama

csharp playlists

-https://www.youtube.com/watch?v=67oWw9TanOk&list=PL82C6-O4XrHfoN_Y4MwGvJz5BntiL0z0D

• https://www.youtube.com/watch?v=lgUIx75fJ_E&list=PLFgjYYTq6xyhtVK6VzLiFe3pmBu-XSNlX
• https://www.youtube.com/watch?v=2pquQMSYk6c&list=PL4LFuHwItvKbneXxSutjeyz6i1w32K6di
• https://www.youtube.com/watch?v=4oxS33D9-T4&list=PLm9GTh6TKrHOW8-eWabg6ETm95ajMid3b
• https://www.youtube.com/watch?v=gfkTfcpWqAY&list=PLTjRvDozrdlz3_FPXwb6lX_HoGXa09Yef
• https://www.youtube.com/watch?v=MqGM70ljpq8&list=PLyJiOytEPs4eQUuzs3PhM_7yU63jdibtf
• https://www.youtube.com/watch?v=lgUIx75fJ_E&list=PLFgjYYTq6xyhtVK6VzLiFe3pmBu-XSNlX
• https://www.youtube.com/watch?v=tFCZw-wZVtg&list=PLdo4fOcmZ0oWUrumb503vY3v6O3u3P4rW
• https://www.youtube.com/watch?v=UKaZ2S4AJAA&list=PLwhVruPHD9ryEt8bmSbzPXMW27FjGhlJJ
• https://www.youtube.com/watch?v=9THmGiSPjBQ&list=PLdo4fOcmZ0oULFjxrOagaERVAMbmG20Xe

csharp

• https://www.youtube.com/watch?v=wxznTygnRfQ
• https://www.youtube.com/watch?v=EazrhHMySQw
• https://www.youtube.com/watch?v=AhAxLiGC7Pc
• https://www.youtube.com/watch?v=0zLZQesgV5o
• https://www.youtube.com/watch?v=F2FmTdLtb_4
• https://www.youtube.com/watch?v=8hly31xKli0
• https://www.youtube.com/watch?v=8jLOx1hD3_o
• https://www.youtube.com/watch?v=gfmRrPjnEw4
• https://www.youtube.com/watch?v=FsARbeqMrtw
• https://www.youtube.com/watch?v=6rDGCwBdQs0
• https://www.youtube.com/watch?v=gfkTfcpWqAY
• https://www.youtube.com/watch?v=GhQdlIFylQ8
• https://www.youtube.com/watch?v=FqCHwSH56PA
• https://www.youtube.com/watch?v=GlGpSQsS8uc
• https://www.youtube.com/watch?v=0QUgvfuKvWU
• https://www.youtube.com/watch?v=-Jyj4xlwss8

Traversy Media

• https://www.youtube.com/watch?v=VeNfHj6MhgA Vue.js Crash Course
• https://www.youtube.com/watch?v=mTz0GXj8NN0 Next.js Crash Course
• https://www.youtube.com/watch?v=3dHNOWTI7H8 Angular Crash Course
• https://www.youtube.com/watch?v=32M1al-Y6Ag Node.js Crash Course
• https://www.youtube.com/watch?v=CnH3kAXSrmU Express Crash Course
• https://www.youtube.com/watch?v=BUCiSSyIGGU PHP For Beginners | 3+ Hour Crash Course
• https://www.youtube.com/watch?v=JJmcL1N2KQs Python Crash Course For Beginners
• https://www.youtube.com/watch?v=3YW65K6LcIA Flexbox Crash Course
• https://www.youtube.com/watch?v=0xMQfnTU6oo CSS Grid Crash Course
• https://www.youtube.com/watch?v=9ylj9NR0Lcg MySQL Crash Course | Learn SQL
• https://www.youtube.com/watch?v=-56x56UppqQ MongoDB Crash Course
• https://www.youtube.com/watch?v=8TMQcRcBnW8 FastAPI Crash Course
• https://www.youtube.com/watch?v=zI5ducyfyNc NumPy in 40 Minutes
• https://www.youtube.com/watch?v=bCpFbERgj7s React Native Crash Course
• https://www.youtube.com/watch?v=V0P3Opf-zUs TTS & Translate App
• https://www.youtube.com/watch?v=vA5TTz6BXhY GitHub Crash Course 2025
• https://www.youtube.com/watch?v=PyaSnpXssks React Admin Crash Course 2025
• https://www.youtube.com/watch?v=tL01EzN2-xA Encore Crash Course
• https://www.youtube.com/watch?v=fEDT4lWWe9g Microservices Crash Course
• https://www.youtube.com/watch?v=LDB4uaJ87e0 react Crash Course
• https://www.youtube.com/watch?v=EPaLg4U_K1o Exploring React 19 Features
• https://www.youtube.com/watch?v=CYH04BJzamo Prisma Crash Course
• https://www.youtube.com/watch?v=1YU83Lw58eo Write A ChatGPT Chatbot With Node.js
• https://www.youtube.com/watch?v=t7S0I78sloI Build A RealTime Chat App With React & Appwrite Cloud
• https://www.youtube.com/watch?v=R4AhvYORZRY MERN Crash Course | JWT Authentication,
• https://www.youtube.com/watch?v=o_joulYVndM ChatGPT Crash Course
• https://www.youtube.com/watch?v=Y6KDk5iyrYE Next.js 13 Crash Course
• https://www.youtube.com/watch?v=89NJdbYTgJ8 Vite Crash Course
• https://www.youtube.com/watch?v=uwAqEzhyjtw Command Line Crash Course For Beginners
• https://www.youtube.com/watch?v=BcLNfwF04Kw graphQL Crash Course
• https://www.youtube.com/watch?v=r5iWCtfltso Alpine.js Crash Course
• https://www.youtube.com/watch?v=MYyJ4PuL4pY Laravel From Scratch | 4+ Hour
• https://www.youtube.com/watch?v=dFgzHOX84xQ Tailwind Crash Course | Project From Scratch
• https://www.youtube.com/watch?v=IZGNcSuwBZs Webpack 5 Crash Course
• https://www.youtube.com/watch?v=2QQGWYe7IDU MongoDB Crash Course 2022
• https://www.youtube.com/watch?v=k2Zk5cbiZhg React Router v6 Major Changes
• https://www.youtube.com/watch?v=3TVy6GdtNuQ Svelte Crash Course
• https://www.youtube.com/watch?v=3dHNOWTI7H8 angular Crash Course
• https://www.youtube.com/watch?v=MT-GJQIY3EU Laravel 8 REST API With Sanctum Authentication
• https://www.youtube.com/watch?v=qZXt1Aom3Cs Vue JS Crash Course
• https://www.youtube.com/watch?v=w7ejDZ8SWv8 React JS Crash Course
• https://www.youtube.com/watch?v=MFh0Fd7BsjE Laravel Crash Course
• https://www.youtube.com/watch?v=_1xa8Bsho6A Vanilla Node.js REST API | No Framework
• https://www.youtube.com/watch?v=HRmdj-HpJyE React Admin Crash Course
• https://www.youtube.com/watch?v=E3NHd-PkLrQ Realtime Chat App | React, GraphQL & Websockets
• https://www.youtube.com/watch?v=KuaI6mphFNc Deno & PostgreSQL
• https://www.youtube.com/watch?v=BHwgnGEhYG8 Python & MySQL Crash Course
• https://www.youtube.com/watch?v=NHHhiqwcfRM Deno Crash Course
• https://www.youtube.com/watch?v=PCWaFLy3VUo Web Components Crash Course
• https://www.youtube.com/watch?v=nu5mdN2JIwM Sass Crash Course
• https://www.youtube.com/watch?v=5UsGnjPYxLU Create Desktop Apps With Web Technologies - NW.js
• https://www.youtube.com/watch?v=e1IyzVyrLSU Python Django Crash Course
• https://www.youtube.com/watch?v=oaJq1mQ3dFI Redis Caching in Node.js
• https://www.youtube.com/watch?v=-56x56UppqQ MongoDB Crash Course
• https://www.youtube.com/watch?v=UBOj6rqRUME Tailwind CSS Crash Course
• https://www.youtube.com/watch?v=uK2RnIzrQ0M svelte Crash Course
• https://www.youtube.com/watch?v=8jP4xpga6yY Getting Started With Three.js
• https://www.youtube.com/watch?v=ON3I5N3PZKs Moment, BcryptJS, JWT Simple, Request
• https://www.youtube.com/watch?v=iYM2zFP3Zn0 hTTP Crash Course & Exploration
• https://www.youtube.com/watch?v=ltzlhAxJr74 Nuxt JS Crash Course
• https://www.youtube.com/watch?v=9ylj9NR0Lcg MySQL Crash Course | Learn SQL
• https://www.youtube.com/watch?v=wqhNoDE6pb4 NestJS Crash Course
• https://www.youtube.com/watch?v=5lVQgZzLMHc Vuex Crash Course | State Management
• https://www.youtube.com/watch?v=zF34dRivLOw Rust Crash Course | Rustlang
• https://www.youtube.com/watch?v=L72fhGm1tfE Express JS Crash Course
• https://www.youtube.com/watch?v=fBNz5xF-Kx4 Node.js Crash Course
• https://www.youtube.com/watch?v=Fdf5aTYRW0E Angular Crash Course (2019)
• https://www.youtube.com/watch?v=pYhLEV-sRpY Quick Wordpress Setup With Docker
• https://www.youtube.com/watch?v=Wy9q22isx3U Vue JS Crash Course (2019)
• https://www.youtube.com/watch?v=PTZiDnuC86g REST API With Flask & SQL Alchemy
• https://www.youtube.com/watch?v=sBws8MSXN7A React JS Crash Course (2019)
• https://www.youtube.com/watch?v=bqn-sx0v-l0 node.js Rest API With Restify, Mongoose,
• https://www.youtube.com/watch?v=SqrbIlUwR0U Golang Crash Course
• https://www.youtube.com/watch?v=pPy0GQJLZUM Ruby On Rails In 60 Minutes
• https://www.youtube.com/watch?v=SKXkC4SqtRk GitHub Pages
• https://www.youtube.com/watch?v=Kyx2PsuwomE exploring Docker
• https://www.youtube.com/watch?v=vDJpGenyHaA javaScript OOP Crash Course
• https://www.youtube.com/watch?v=PoRJizFvM7s async JS Crash Course - Callbacks, Promises, Async Await
• https://www.youtube.com/watch?v=OEWXbpUMODk pHP REST API From Scratch
• https://www.youtube.com/watch?v=vBreXjkizgo Vagrant Crash Course
• https://www.youtube.com/watch?v=HlYFW2zaYQM push Notifications Using Node.js
• https://www.youtube.com/watch?v=6YhqQ2ZW1sc gatsby JS Crash Course
• https://www.youtube.com/watch?v=ltzlhAxJr74 nuxt JS Crash Course
• https://www.youtube.com/watch?v=t5ZedKnWX9E Symfony 4 -
• https://www.youtube.com/watch?v=3f5Q9wDePzY Uploading Files to MongoDB With GridFS
• https://www.youtube.com/watch?v=EildM6OMcoQ PHP, MySQL & Stripe API Payment App
• https://www.youtube.com/watch?v=DJ6PD_jBtU0 Full Stack Vue.js & Laravel
• https://www.youtube.com/watch?v=g9_6KmiBISk yarn Package Manager Crash Course
• https://www.youtube.com/watch?v=IkOVe40Sy0U Next.js Crash Course
• https://www.youtube.com/watch?v=v0t42xBIYIs React & Express Starter
• https://www.youtube.com/watch?v=4pc6cgisbKE laravel 5.5 API
• https://www.youtube.com/watch?v=sQUB039MG0I CSS Variables Tutorial
• https://www.youtube.com/watch?v=ERiwIGsaZN8 OctoberCMS
• https://www.youtube.com/watch?v=iWUR04B42Hc Babel & Webpack
• https://www.youtube.com/watch?v=D6esTdOLXh4 python Django Crash Course
• https://www.youtube.com/watch?v=9Qzmri1WaaE node.js Image Uploading With Multer
• https://www.youtube.com/watch?v=jHDhaSSKmB0 nPM Crash Course
• https://www.youtube.com/watch?v=kEW6f7Pilc4 PDO Crash Course (PHP)
• https://www.youtube.com/watch?v=kN1Czs0m1SU Build an Electron App in Under 60 Minutes
• https://www.youtube.com/watch?v=0ik6X4DJKCc JavaScript DOM Crash Course
• https://www.youtube.com/watch?v=82hnvUYY6QA AJAX Crash Course (Vanilla JavaScript)
• https://www.youtube.com/watch?v=hQWRp-FdTpc sSH Crash Course
• https://www.youtube.com/watch?v=7r4xVDI2vho jest Crash Course
• https://www.youtube.com/watch?v=Oive66jrwBs fetch API Introduction
• https://www.youtube.com/watch?v=rmXVmfx3rNo sass Workflow
• https://www.youtube.com/watch?v=EN6Dx22cPRI MySQL With Node.js
• https://www.youtube.com/watch?v=1zkgdLZEdwM Fake REST API with JSON-Server
• https://www.youtube.com/watch?v=KhzGSHNhnbI Angular In 60 Minutes
• https://www.youtube.com/watch?v=9494-2E4riQ Build A Meteor.js App In 45 Minutes
• https://www.youtube.com/watch?v=IiPQYQT2-wg Bulma CSS Framework Crash Course
• https://www.youtube.com/watch?v=6g8G3YQtQt4 laravel To Shared Hosting The Easy Way
• https://www.youtube.com/watch?v=GcFJjpMFJvI C# .NET Application in 60 Minutes
• https://www.youtube.com/watch?v=1rw9MfIleEg Gulp JS Crash Course
• https://www.youtube.com/watch?v=WoQTjJepDWM Codeigniter PHP App
• https://www.youtube.com/watch?v=lziuNMk_8eQ Webpack Crash Course
• https://www.youtube.com/watch?v=zRwy8gtgJ1A Python Flask From Scratch
• https://www.youtube.com/watch?v=9S-mphgE5fA Node.js & Redis App From Scratch
• https://www.youtube.com/watch?v=DBADrF0C2ls vue js Translator App Using The Yandex API

misc

• https://www.youtube.com/watch?v=wIyHSOugGGw Every React Concept Explained in 12 Minutes
• https://www.youtube.com/watch?v=LOH1l-MP_9k ALL React Hooks Explained in 12 Minutes
• https://www.youtube.com/watch?v=DSjXjpWQYDw BMI Calculator in React JS
• https://www.youtube.com/watch?v=syK7yprJknM OpenCode
• https://www.youtube.com/watch?v=g1k4U-mXF90 n8n Tutorial DE
• https://www.youtube.com/watch?v=DO3wPYJKpxk Docker MCP Catalog
• https://www.youtube.com/playlist?list=PL7Rswbug-FoYgtgo7BJBBXm5_5Y40RGDT Spring Boot Tutorial Deutsch
• https://www.youtube.com/playlist?list=PLwOF5UVsZWUjNR3roRK79QgBcKLyOX48I .NET MAUI for Beginners
• https://www.youtube.com/watch?v=rumfIg9qJ_Y .NET MAUI Tutorial for Beginners
• https://www.youtube.com/watch?v=IaqoAgkqrB4 Build your First Mobile App with .NET MAUI and C#
• https://www.youtube.com/watch?v=DuNLR_NJv8U Learn .NET MAUI - Full Course for Beginners
• https://www.youtube.com/watch?v=HNVaYYxmwLU Open Models Coding Essentials
• https://www.youtube.com/watch?v=vVL6NFzr0Rg Every Data Structure
• https://www.youtube.com/watch?v=x7u2c0DhWEU Think in JavaScript
• https://www.youtube.com/watch?v=Q7AYc2kECDI Build Mobile Apps with AI in 2026
• https://www.youtube.com/watch?v=UngVdAsQEiU Best Local Agentic Coding Workflow-
• https://www.youtube.com/watch?v=59twysAveKI Spring Boot 4 Tutorial
• https://www.youtube.com/watch?v=gJrjgg1KVL4 Spring Boot Tutorial for Beginners 2025
• https://www.youtube.com/watch?v=gh2_PhgZGsM Claude Code for Beginners Tutorial
• https://www.youtube.com/watch?v=Cw0J6jYJtzw Spring Boot Tutorial for Beginners Full Course 2025
• https://www.youtube.com/watch?v=fabAI1OKKww The complete guide to Agent Skills
• https://www.youtube.com/watch?v=L5rFa68GGKE New Way to Supercharge AI Agents
• https://www.youtube.com/watch?v=cxJRhdLzrkM Claude Code Full Course 2026
• https://www.youtube.com/watch?v=-Jyj4xlwss8 Learn how to write better C# code in 15 minutes DEM515
• https://www.youtube.com/watch?v=QuvS_VLbGko Spring Boot Tutorial - Crash Course
• https://www.youtube.com/watch?v=AT4dlBmUm68 React Query (TanStack) Full Course 2026
• https://www.youtube.com/watch?v=YbRe4iIVYJk ASP.NET Core Full Course For Beginners (.NET 10)
• https://www.youtube.com/watch?v=BYL3PtzG-_I Top 10 VS Code Features for .NET Developers

Generative AI

• https://github.com/microsoft/AI-For-Beginners
• https://learn.microsoft.com/en-us/shows/generative-ai-for-beginners/introduction-to-generative-ai-and-llms-generative-ai-for-beginners
• https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-07+V1-
• https://microsoft.github.io/generative-ai-for-beginners/#/
• https://www.skills.google/paths/118
• https://www.w3schools.com/gen_ai/
• https://www.youtube.com/playlist?list=PLlrxD0HtieHj2nfK54c62lcs3-YSTx3Je
• https://www.youtube.com/playlist?list=PLmsFUfdnGr3zAgBMu4l1W713a0W__zAMl
• https://www.youtube.com/watch?v=CEo_y9L2UFs
• https://www.youtube.com/watch?v=k7HaeJs-N-o
• https://www.youtube.com/watch?v=nJ25yl34Uqw
• https://www.youtube.com/watch?v=uWUEmAsBK0k