🚀   How To Become Data Scientist
A Letter to Those Seeking to Become a Data Scientist
How to Write a Great Resume as a Data Scientist — For Beginners
How to Write a Great Resume as a Data Scientist — For Professionals
The Beginner’s Guide to Acing SQL Interviews for Data Scientists
The Beginner’s Guide to Acing ML Interviews for Data Scientists
How a Data Science Mentor Can Help You
6 YouTube Playlists in Data Science For Every Educational Purpose
💡   Notes From Industry
How to Learn Git in Simple Words
How to Learn CircleCI in Simple Words
How to Build an Automated Development Pipeline
How to Deploy on Kubernetes in Simple Words
How to Create an Ubuntu Server to Build an AI Product Using Docker
Git-Flow is the Source of Productivity, Not Confusion
How to Connect a Local or Remote Machine to a Databricks Cluster
Why Experiment Management is the Key to Success in Data Science
Deep Learning in Simple Words
Infrastructure as Code — Pros vs Pros
💰  Notes on Community
AI Strategy — A Battlefield That Even Big Firms Struggle
We Must Be More Realistic With AI.
The Story of an Ensemble Classifier Acquired by Facebook
How AI Can Help Fight Climate Change
From a Data Science Interview to an Open-Source GitHub Project
🧨   Notes on AI
How to Create a Perfect AI Strategy
How to Create a Perfect Data Strategy
How to Create a Data Strategy for Your Organization
On the Path to Conducting a Large Scale Data Collection
Build An ML Product — 4 Mistakes To Avoid
Feature Selection — Exhaustive vs. Cherry-Picked
Silhouette or Elbow? That is the Question.
Are These Similar Enough?
How to Structure Your AI Consulting Service
If You Consider Using AI in Your Business, Read This.
🛡   NLP-in-Production
How to Build a Fast “Most-Similar Words” Method in SpaCy
How to Compute Word Similarity — A Comparative Analysis
Word2Vec Models are Simple Yet Revolutionary
How to Compute Sentence Similarity Using BERT and Word2Vec