Software Engineering for Machine learning
Table of contents
Software Engineering for Data Science RoadMap
Software Engineering
- Software Project Management
- Advanced Software Engineering
- Systems Engineering
- Object Oriented Programming in C++ GitHub Repo ,GitHub Page
- Object Oriented Programming in Java Specialization Course
- Data Structure & Computer Algorithms
Mathematics
- Mathematics for Machine learning Book
- Mathematics for Machine Learning Specialization Course
- Statistics and Probability with R GitHub Page
Programming
- Python DataCamp - Documentation Files
- Introduction to Data Science in Python
- R DataCamp
- SQL DataCamp
- Introduction to SQL
Data Analysis
- Data Analysis DataCamp
- Introduction to Data Science in Python
- Introduction to SQL
- Intermediate Python
- Data Visualization and Dashboarding with R Course
Machine learning
- Machine Learning Stanford Course - GitHub
- Introduction to Machine learning YouTube - GitHub Page
- Data Science Specialization with R Course
- Applied Data Science with Python Course
- Deep Learning Specialization Course