Cross-cutting

Python: Learn to programme

AI Academy 60 hours

Introduction

Python has become one of the most popular and versatile programming languages today due to its ease of use, code readability and the wide range of libraries and tools available. This Python Course: Learn to Program will open many doors for you, given the growing demand for professionals with skills in Python and programming in general. Python is used in a wide variety of applications and sectors, ranging from web and mobile app development to data analysis, machine learning, image processing, task automation and more. Its flexibility and efficiency make it a very powerful and highly valued tool within the industry. What’s more, you’ll be supported by a team of professionals specialising in the field

Objectives

· Learn the basics of Python and its essential commands. · Master the creation of modules and packages in Python. · Connect to and manipulate MySQL and SQLite databases using Python. · Design and develop graphical user interfaces using wxPython. · Develop skills in handling web data with Python. · Apply data analysis techniques using specialised libraries such as NumPy, Pandas or Matplotlib. · Use OpenCV for image processing and manipulation

Table of Contents

TEACHING UNIT 1. INTRODUCTION TO PYTHON TEACHING UNIT 2. CREATING MODULES IN PYTHON TEACHING UNIT 3. CREATING DATABASES IN PYTHON TEACHING UNIT 4. USING THE PYTHON GRAPHICAL USER INTERFACE TEACHING UNIT 5. READING AND DISPLAYING WEB CONTENT WITH PYTHON PYTHON ZEN TEACHING UNIT 6. PYTHON AND DATA ANALYSIS TEACHING UNIT 7. INTRODUCTION TO AND INSTALLATION OF OPENCV TEACHING UNIT 8. HANDLING FILES, CAMERAS AND GRAPHICAL USER INTERFACES TEACHING UNIT 9. IMAGE PROCESSING TEACHING UNIT 10. HISTOGRAMS AND TEMPLATE MATCHING TEACHING UNIT 11. Colours and Colour Spaces Teaching Unit 12. Face Detection and Feature Extraction Teaching Unit 13. Machine Learning

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