Learn Python
Learn Data Structure & Algorithm
Learn Numpy
Learn Pandas
Learn Matplotlib
Learn Seaborn
Learn Statistics
Learn Math
Learn MATLAB
introduction
Setup
Read data
Data preprocessing
Data cleaning
Handle date-time column
Handling outliers
Encoding
Feature_Engineering
Feature selection filter methods
Feature selection wrapper methods
Multicollinearity
Data split
Feature scaling
Supervised Learning
Regression
Classification
Bias and Variance
Overfitting and Underfitting
Regularization
Ensemble learning
Unsupervised Learning
Clustering
Association Rule
Common
Model evaluation
Cross Validation
Parameter tuning
Code Exercise
Car Price Prediction
Flight Fare Prediction
Diabetes Prediction
Spam Mail Prediction
Fake News Prediction
Boston House Price Prediction
Learn Github
Learn OpenCV
Learn Deep Learning
Learn MySQL
Learn MongoDB
Learn Web scraping
Learn Excel
Learn Power BI
Learn Tableau
Learn Docker
Learn Hadoop
For machine learning we will you jupyter note book but you can also use google colab. These both platforms are very popular. But as a beginner you should start with jupyter notebook. To get jupyter notebook, you have to install anaconda navigator. If you are following the course then we have already learned, how to work with anaconda navigator and jupyter note book.