AI & Machine LearningBeginnerFREE

Python for AI

Master the Python libraries that power every AI and data science project in the world. Learn NumPy for numerical computing, Pandas for data manipulation, and Matplotlib and Seaborn for visualisation. Finish with a real-world exploratory data analysis project.

8 hours

13 lessons

Certificate included

Instructor

JP Instructor

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This course includes:

8 hours of comprehensive lessons
Hands-on coding exercises and challenges
Code examples with syntax highlighting
Certificate of completion
Lifetime access to all content
Mobile-friendly, works offline

Course Curriculum

Module 1: Your AI Python Toolkit

Set up your environment and master NumPy for numerical computing.

4 lessons

Setting Up Your AI Environment

Preview

15 minutes

Preview Lesson

NumPy: Arrays and Operations

20 minutes

NumPy: Matrix Operations

20 minutes

Quiz: Your AI Python Toolkit

10 minutes

Module 2: Data with Pandas

Load, explore, clean, and transform real-world datasets using Pandas.

5 lessons

Pandas: Loading Data

18 minutes

Pandas: Exploring Data

18 minutes

Pandas: Cleaning Data

20 minutes

Pandas: Transforming Data

20 minutes

Quiz: Data with Pandas

10 minutes

Module 3: Visualisation and Analysis

Turn data into charts and complete a real-world exploratory data analysis project.

4 lessons

Matplotlib: Basic Charts

20 minutes

Seaborn: Statistical Visualisation

18 minutes

Project: Exploratory Data Analysis

60 minutes

Quiz: Visualisation and Analysis

10 minutes

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