tharhtetsan/zero_2_hero_ml

Zero to Hero Python

This reposity contain all about theory and code for Python beginner through to Junior Machine Learning Engineer. If you don't know anything about python and machine learning, it is good place to start for you. If there anything you don't understand, you can ask in our slack-community.

Course outline

Python Basic

• Data types and Operators
• If else and Looping
• Functions
• Object and Class
• Object Oriented Programming (OOP)

OOP test project.

Data Analysis with python

• File Read / Write
• Graph and charts
• Excel file handling and plotting
• Excel read / write and plotting

Python UI

Image Processing

• Image processing basic functions
• Camera and video handling
• Understanding RGB and BGR
• Filters in image processing
• Face detection.

Machine Learning

• Decision Tree
• Navie Bayes
• K-Mean Clustering
• Linear Regression

Deep Learning

• Artificial Neural Network
• Convolutional Neural Network

How to Run

Clone or download reposisty

pip install -r requirements.txt

jupyter notebook

Thank to my friend Sai Han Lin Aung for helping in AI-Nation.