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.
The breakdown of the concepts covered, alongside my assignment attempts, is as follows:
| 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 |