Machine Learning Lecture Series under the Club of Programmers (COPS) IIT (BHU), Varanasi
-
MachineLearning.pptx
- Introductory slides to Machine Learning
-
UnderstandingMachineLearning.ipynb
- Different techniques of ML - Supervised, Unsupervised, Reinforcement
- Algorithmic insight of Linear Regression (Supervised Learning approach) and K-Means Clustering (Unsupervised Learning approach)
- Reference links
-
SimpleLinearRegression.ipynb
- Example code for Linear Regression
-
IrisClustering.ipynb
- Example code for K-Means clustering of Iris dataset
Note: to open and run ipynb files
- Install Anaconda
- From terminal/commpand window run 'jupyter notebook'