This repo includes uploads from the IBM Data Science Certification, it includes:
- Data Science Tools and Ecosystem: a submission for the Final Assignement for Course 2 in the IBM Data Science Certification
- Analysing Stock Performance and Building a Dashboard: a submission for the Final Assignment for Course 5 in the IBM Data Science Certification
- Querying databases using SQLite3: a submission for the Final Assignment for Course 6 in the IBM Data Science Certification
- Data Analytics for House Pricing Data Set: a submission for the Final Assignment for Course 7 in the IBM Data Science Certification
- Data Visualisation for Wildfire Activity in Australia for the Final Assignment for Course 8 in the IBM Data Science Certification
- Building a rainfall prediction classifier using Logistic Regression and Random Forest Classifier models for the Final Assignment for Course 9 in the IBM Data Science Ceritification
- Collecting data on SpaceX Falcon 9 Rockets for the Data Collection API Lab for Course 10 Module 1 in the IBM Data Science Certification.
- Collecting data on SpaceX Falcon 9 Rockets for the Data Collection Web Scraping Lab for Course 10 Module 1 in the IBM Data Science Certification.
- Hot encoded successful / unsuccessful landings in SpaceX Falcon 9 Rockets data for Data Wrangling Lab for Course 10 Moule 1 in the IBM Data Science Certification.
- Extraceted and manipulated SpaceX Falcon 9 data from a database using sqlite3 in python for EDA with SQL Lab for Course 10 Module 2 in the IBM Data Science Certification.
- Performed EDA on the SpaceX Falcon 9 dataset for EDA with Visualisation Lab for Course 10 Module 2 in the IBM Data Science Certification.
- Used Folium to visualise SpaceX Falcon 9 launch sites and their proximity to chosen locations for Interactive Visual Analytics with Folium Lab for Course 10 Module 3 in the IBM Data Science Certification.
- Used Plotly Dash to create an interactive dashboard for SpaceX Falcon 9 Launch data for Course 10 Module 3 in the IBM Data Science Certification.
- Trained machine learning models (Logistic Regression, SVM, Regression Trees, KNN) to predict landing outcomes of SpaceX Falcon 9 rockets for Course 10 Module 4 in the IBM Data Science Certification.
- Using generative AI for data visualisation for Course 11 Module 2 in the IBM Data Science Certification.