Build Real-World Skills in Python, Data Science, and AI Through Projects

$109.99

By Ron Erez

Time 23hrs 47mins

Published in Oct 2025

Product Type Video

Edition 1st Edition

ISBN 9781806384235

What do you get with a video?

Download this video in MP4 format

DRM FREE - Read whenever, wherever and however you want

Key Benefits

From basics to AI with Python, NumPy, Pandas, Matplotlib, Plotly, and PyTorch

Real-world coding exercises, projects, and visualizations across multiple domains

In-depth coverage of algorithms, OOP, file handling, and unit testing with pytest

What You Will Learn

Write Python code using loops, functions, and conditions

Solve problems with recursion and algorithmic thinking

Handle files and exceptions in real-world coding scenarios

Analyze data using NumPy and Pandas effectively

Visualize insights with Matplotlib and interactive Plotly charts

Implement PyTorch tensors for machine learning foundations

Book Description

This course is designed to transform beginners into skilled programmers by starting with Python essentials and building steadily toward advanced concepts. Early sections focus on syntax, control flow, loops, and data structures, ensuring a solid grounding in the language. From there, you’ll apply these skills in projects like Turtle Graphics and coding exercises that strengthen problem-solving abilities. Once the core programming skills are in place, the journey moves into critical computer science foundations such as recursion, searching, sorting algorithms, and object-oriented programming. You’ll then progress into professional practices like error handling, file management, and unit testing, giving you the same toolkit developers use in real-world applications. The final phase dives into data science and AI. You’ll learn data manipulation with NumPy and Pandas, create meaningful visualizations with Matplotlib and Plotly, and explore image processing techniques. The course culminates in PyTorch fundamentals, introducing GPU-powered computation and tensor operations that form the backbone of modern machine learning. By the end, you’ll have both the knowledge and confidence to work with data-driven technologies at scale.

FAQs

How can I download a video package for offline viewing?

Login to your account at Packtpub.com.
Click on "My Account" and then click on the "My Videos" tab to access your videos.
Click on the "Download Now" link to start your video download.

How can I extract my video file?

All modern operating systems ship with ZIP file extraction built in. If you'd prefer to use a dedicated compression application, we've tested WinRAR / 7-Zip for Windows, Zipeg / iZip / UnRarX for Mac and 7-Zip / PeaZip for Linux. These applications support all extension files.

How can I get help and support around my video package?

If your video course doesn't give you what you were expecting, either because of functionality problems or because the content isn't up to scratch, please mail [email protected] with details of the problem. In addition, so that we can best provide the support you need, please include the following information for our support team.

Video
Format watched (HTML, MP4, streaming)
Chapter or section that issue relates to (if relevant)
System being played on
Browser used (if relevant)
Details of support

Why can’t I download my video package?

In the even that you are having issues downloading your video package then please follow these instructions:

Disable all your browser plugins and extensions: Some security and download manager extensions can cause issues during the download.
Download the video course using a different browser: We've tested downloads operate correctly in current versions of Chrome, Firefox, Internet Explorer, and Safari.

The Complete Python and Data Science Bootcamp

Build Real-World Skills in Python, Data Science, and AI Through Projects

What do you get with a video?

Key Benefits

What You Will Learn

Who Is This Book For?

Book Description

Recommendations for you

About the author

FAQs

The Complete Python and Data Science Bootcamp

Build Real-World Skills in Python, Data Science, and AI Through Projects

Packt Subscriptions

What do you get with a video?

Key Benefits

What You Will Learn

Who Is This Book For?

Book Description

Recommendations for you

About the author

FAQs

Estimated Shipping Cost

Create a Free Account To Continue Reading

Sign in to activate your 7-day free access