mapenzisupaki/SCA-Mentorship-Cohort-IV-DS-ML-Projects
Type de record:
project
Créateur:
map
Hôte:
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 …