In this subject, we learn the fundamentals of Python. This course is designed for people with no programming experience and will ease learners into using Python for a variety of applications, from machine learning to finance.
In these courses, we focus on getting familiar with Python without stepping into machine learning. Once you've completed these courses, you'll be ready to learn how to build machine learning algorithms in Python.
1. Python Fundamentals
In this course, the learner will get a grasp of the basics of Python. We'll learn about the basic principles behind Python, along with learning what Python is and why it's popular.
2. Functions, Conditionality and Loops
In this course, we learn some important Python functionality that considerably enhances what we can do with Python code. We learn about functions, conditional statements, and repeating code loops.
3. Storing, Transforming and Visualizing Data
This course focuses on using Python to organize data We’ll learn about ways to load, clean, transform and visualize our data. We’ll also cover 3 critical Python libraries: NumPy for advanced calculations, Pandas for reading and manipulating datasets, and MatPlotLib for visualizing data.