Course

Python for AI

Python is the lingua-franca of data science, machine learning and AI. This course will teach you enough Python, based on your pre-existing knowledge of other programming languages, so that you are well-prepared for a journey into learning AI programming. You'll discover the fundamentals of python syntax, learn how to manage programming environments, work with third-party libraries and handle file and networking operations. It is not meant to be an introduction to your first programming language, but if you have a reasonable understanding of any other programming language then this is your fast-track to proficiency in Python.

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EXPERIENCE
Intermediate level
EST TIME TO COMPLETE Completion time may vary based on individual pacing.
3 hrs, 37 mins
CONTENT
1 module

Learning path outcomes

  • Set up and use JupyterLab for Python development 
  • Become familiar with the basics of Python, its syntax, data structures, and idioms
  • Use Python’s standard and third-party libraries to extend its capabilities
  • Understand and apply Python syntax through practical examples such as working with data, processing files, manipulating information in JSON format, and accessing networked services including AI APIs

Prerequisites

You should have basic programming knowledge in any other programming language.
 

Achievements

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Python for AI

Learning path content

1
Python for AI: A Crash Course Nov 16 2024 · Multimodal Module (3 hrs, 37 mins)
This module covers the fundamentals of Python programming with a focus on AI apps. Students will learn Python syntax, environment management, working with external libraries, handling data formats, and basic file operations. The course emphasizes hands-on practice using Jupyter notebooks.
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