Data science for various problems
This is an accelerated beginner's course for learning data science.
Playlist : Machine Learning
- Linear Regression using 'Least-Squares'
- Linear Regression using h(x) hypothesis
- Cost Function, Gradient Descent and Univariate Linear Regression
Playlist : Learn Python for Data Science
- Decision Trees - Gender classifier using body measurements
- Tokenisation - Twitter sentiment analysis
- Collaborative Systems - Movie Recommender
- Predictive Models - Stock Predictor
- Neural Networks - TensorFlow on visual information
- Genetic Programs/Algorithms - Gamma Ray Classifier