Introduction to Machine Learning
In this chapter, we will learn the fundamentals of supervised and unsupervised machine learning, including the process steps of solving machine learning problems and explore several examples
Machine Learning with AWS
In this chapter, we will learn about some advanced machine learning techniques like computer vision, reinforcement learning, and generative AI. and also learn about how to use AWS ML tools.
Software Engineering Practices Part 1
In this chapter, we will Learn software engineering practices and how they apply in data science. Part one covers clean and modular code, code efficiency, refactoring, documentation, and version control.
Software Engineering Practices Part 2
Learn software engineering practices and how they apply in data science. Part two covers testing code, logging, and conducting code reviews.
Introduction to Object-Oriented Programming
In this chapter, we will Learn the basics of object-oriented programming so that you can build your own Python package.