Machine Learning for beginners

This repository consists of Python notebooks that I practised during my college Machine Learning course.

Status of repository

Under Construction | Not complete

Reason to create this repo

The aim of creating this repository is to help people who are new to ML get some valuable resources and code samples to start with.

Index of this repo

1. Graph Plots (Matpotlib) Practise [View Notebook]
2. KNN (k-nearest neighbors) Classification on Redwine Dataset [View Notebook] [View Dataset]
3. list and tuple practise [View Notebook]
4. Numpy, Vector and Matrix Practise [View Notebook]

Syllabus of ML

1. Syllabus of ML in my college for B. Tech students

Find datasets to practise ML models

1. Dataset Search
2. UCI Machine Learning Repo

Website to compete and boost your skill of ML

1. Kaggle

Websites to learn ML

Following are the websites that you can refer to start learning Machine Learning.

1. Machine Learning Mastery
2. Towards Data Science - Medium
3. Leetcode learn ML-101

Helpful repo on GitHub for ML

1. Ml From Scratch
2. Data Science and ML from Scratch

You-Tube Channels for ML

In English Language

1. Krish Naik

In Hindi Language

1. 5 Minutes Engineering