Udemy – Build With AI: Python Frameworks and Tools 2024-12

Build With AI: Python Frameworks and Tools is a course on the skills needed to build AI-based applications using Python, published by Udemy Online Academy. It is a comprehensive course designed to empower developers and AI enthusiasts with the skills needed to build AI-based applications using Python. The course covers essential Python frameworks and libraries, including TensorFlow, PyTorch, Scikit-learn, and Hugging Face, for building machine learning and deep learning models. Individuals will learn to preprocess data, train models, and deploy them effectively.

You will explore and start building AI agents using the best Python frameworks such as Phidata, PydanticAI, OpenAI Swarm, CrewAI, and more. You will also learn to use APIs for OpenAI, Anthropic, Mistral, Meta AI, and xAI. By following all the tutorials in this course, you will understand the various concepts in AI and how to implement them in real AI related projects. In addition, you will be familiar with many Python-based libraries and web frameworks for creating AI applications.

What you will learn in Build With AI: Python Frameworks and Tools:

• Understand the fundamental concepts of AI with the OpenAI, Anthropic, Mistral, Gemini, and xAI APIs
• Build AI agents in Python
• Artificial intelligence and agent frameworks for Python
• Using native LLM tools like LMStudio, Llamafile, Ollama
• Tools and vector databases for AI agents
• Building interfaces for AI agents
• And…

Course specifications

Publisher: Udemy
Instructors: Amos Gyamfi
Language: English
Level: Introductory to Advanced
Number of Lessons: 25
Duration: 2 hours and 30 minutes

Course topics on 2025/1

Build With AI: Python Frameworks and Tools Prerequisites

This course is designed for anyone wanting to start AI app development in Python. It serves as a first step into creating AI apps and agents with Python and explains all foundational concepts in more detail using plain English. It is an entry point into major AI APIs, such as OpenAI, Anthropic, Gemini, xAI, and Mistral. I will use a Mac computer and the Cursor AI Code Editor for most tutorials. However, students can follow along with a Windows or Linux computer and their preferred Python code editor, like VS Code. I will mention the Python tool or framework required in every tutorial and how to get it to complete the tutorial.

Pictures

Build With AI: Python Frameworks and Tools introduction video

Installation guide

After Extract, watch with your favorite Player.

Subtitle: None

Quality: 720p

Download link

Download Part 1 – 1 GB

Download Part 2 – 136 MB

Size

1.1 GB