This repository contains the assignments in the Arewa Data Science Machine Learning curriculum (first cohort). The Machine Learning stage of the Arewa Data Science Academy fellowship is a ten-week program designed to develop practical machine learning skills for the fellows. The github repository containing the course content can be found here.
Here is a breakdown of the concepts covered, alongside my attempts for each:
| Week | Content Covered |
|---|---|
| 1 | Introduction to Machine Learning |
| 2 | Working with data |
| 3 | Data Visualization |
| 4 | Regression |
| 5 | Classification |
| 6 | Clustering |
| 7 | Natural Language Processing |
| 8 | Sentiment Analysis |
| 9 | Time Series Forecasting |
| 10 | Reinforcement Learning |