Python Fundamentals

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.

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  • Python Basics

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Python Basics

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.

Python Fundamentals

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.

11 Lessons
100 minutes
Created with Sketch. Beginner
CPD Credits
Functions, Conditionality and Loops

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.

11 Lessons
75 minutes
Created with Sketch. Intermediate
CPD Credits
Storing, Transforming and Visualizing Data

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.

11 Lessons
100 minutes
Created with Sketch. Intermediate
CPD Credits
Data Preparation

4. Data Preparation

Learn about techniques you can use to manipulate data such as data unions, joins and aggregation. You'll also cover data cleaning methods such as handling nulls, duplicates, false data types, and more.

13 Lessons
100 minutes
Created with Sketch. Intermediate
CPD Credits
Connecting to Live Data

5. Connecting to Live Data

Use Python to connect to live data from an online source. You'll learn how to download csv files hosted online, add web page tables to Python and connect to data from APIs.

7 Lessons
50 minutes
Created with Sketch. Intermediate
CPD Credits

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