Machine Learning bootcamp series is a Code for Cause initiative that will run over 30 days where various machine learning topics will be covered, libraries and some projects developed.
- Introduction to Machine Learning
- ML pipeline (about X, y; data cleaning, what is an algorithm and model, etc)
- Supervised learning
- Unsupervised learning
- Reinforcement learning
- Introduction to Numpy
- Importing and displaying Images
- Altering images by RGB layers
- Loading camera feed OpenCV
- Detecting faces with OpenCV
- Generating data with Numpy and sklearn
- Plotting data with matplotlib
- Several plots of matplotlib and seaborn
- Visual representation of outliers with seaborn