Ancient Secrets Of Predictions- Roadmap
We bring you a series on Ancient Secrets of Prediction using maths. This domain is usually called Machine Learning. Our goal here is to make the concepts of Machine Learning easier and more fun by deriving them from the very basic building blocks, i.e., maths, and explaining them with the help of animations. These animations are generated by a python library called "manim".
We’ll start with the concepts of basic algebra, such as solving linear equations and quadratic equations and will automate them using code in Python. Then, we will revisit the basics of differential calculus and will gradually reach Linear Regression and Gradient Descent. Finally, we will work on a real-time, end-to-end machine learning project.
This series will be available for free to all on Youtube. So, fasten your seatbelts and get ready for this beautiful journey to the universe of Machine Learning.
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0:00 Introduction
0:09 Importance of Predictions
1:21 Roadmap to the series
1:46 Guideline