mapenzisupaki/SCA-Mentorship-Cohort-IV-DS-ML-Projects

Data Science Projects completed as part of the Data Science Track (Cohort IV), for the She Code Africa mentorship program. ## She Code Africa Mentorship Program - Cohort IV - Data Science Track #### This repo comprises of weekly projects based on the structured weekly learning paths, for the SCA Data Science Track (Cohort 4). ## **Month 1** ❋ **Week 1 Learning Path & Miniproject:** Introduction to Python Programming (Udacity Course) ❋ **Week 2 Learning Path & Miniproject:** Probability and Statistics > **Article:** mapenzi-supaki.medium.com ❋ **Week 3 Learning Path & Miniproject:** Python Libraries for Data Analysis: Numpy, Pandas, and Matplotlib. ❋ **Week 4 Learning Path & Miniproject:** Data Wrangling > **Project**: github.com ## **Month 2** ❋ **Week 1 Learning Path & Miniproject:** SQL for Data Analysis (Udacity Course) > **HackerRank SQL Badge:** hackerrank.com ❋ **Week 2 Learning Path & Miniproject:** Data Visualization with Tableau > **Dashboard:** public.tableau.com > **Story:** public.tableau.com ❋ **Week 3 Learning Path & Miniproject:** Introduction to PowerBI (Global Suicide Rate Analysis) > **Article:** medium.com ❋ **Week 4 Learning Path & Miniproject:** Course Recap ## **Month 3** ❋ **Week 1 Learning Path & Miniproject:** Introduction to Machine Learning (Kaggle Course) ❋ **Week 2 Learning Path & Miniproject:** Intermediate Machine Learning (Kaggle Course) ❋ **Week 3 & 4 Learning Path & Miniproject:** E-Commerce Analytics ML Hackathon > **Capstone Project:** github.com >> **Articl …