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Data Science, Machine Learning, Deep Learning, and Artificial Intelligence (AI) are popular fields today. However, for some people, programming can be a challenge when learning these subjects. Not everyone has a programming background. Others may have experience with languages such as Java but lack knowledge of Python.
Today, Python is almost the standard programming language for Data Science. To bridge this gap, we have created a course that covers the essential Python skills you need to get started with the machine learning algorithms you are interested in.
Python Programming
Python programming is one of the core skills required of every Data Scientist. However, not everyone aspiring to become a data scientist has the necessary programming background or Python skills. This online Python training program is designed to help you start from the basics and develop fundamental Python programming skills.
Below are some of the topics covered in this course. You do not need to understand these topics yet. The list simply provides an overview of what you will learn throughout the Python course.
Variables, type conversions, flow control, operators, and expressions
Loops: for loops, while loops, nested loops, and for-else loops
Strings, built-in functions, and user-defined functions
Data structures: lists, dictionaries, tuples, and sets
Object-oriented Python
Input/output (I/O) and exceptions
Standard library: date and time, file I/O, mathematics, statistics, and random numbers
