Packt
Foundations of AI, LLMs, and Development Environments

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Packt

Foundations of AI, LLMs, and Development Environments

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Set up a development environment for AI and LLM development.

  • Master Python fundamentals and data structures to apply in AI projects.

  • Understand deep learning and machine learning, and how they relate to AI.

  • Build and enhance LLMs using popular libraries like Hugging Face's Transformers.

Details to know

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Recently updated!

December 2025

Assessments

8 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the AI & LLM Engineering Mastery - GenAI, RAG Complete Guide Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 7 modules in this course

In this module, we will introduce the course’s objectives and lay out the structure that will guide you through mastering AI and LLM engineering. You'll gain an overview of the course journey, including a demo of what you’ll be building and strategies for getting the most out of your learning experience.

What's included

4 videos2 readings

In this module, we will guide you through setting up your development environment, including installing Python and Visual Studio Code, ensuring you’re ready for hands-on programming in the AI and LLM space. You will be equipped to start coding immediately with proper setup and configuration.

What's included

6 videos1 assignment

In this module, we will provide an in-depth exploration of Python, covering essential topics such as variables, data types, control structures, functions, and object-oriented programming. Whether you're new to Python or need a refresher, this section will ensure you're proficient in the language for AI development.

What's included

77 videos1 assignment

In this module, we will take a comprehensive look at deep learning and machine learning, breaking down their core components and how they relate to AI. You’ll gain clarity on the essential elements of neural networks and how they differ from traditional machine learning techniques.

What's included

10 videos1 assignment

In this module, we will delve into the world of Generative AI, discussing its architecture, key technologies, and the challenges it faces. By the end, you’ll have a solid understanding of how GenAI systems function and the components that make them work.

What's included

3 videos1 assignment

In this module, we will introduce you to Large Language Models (LLMs), including the transformer architecture and the self-attention mechanism. You’ll also engage in hands-on development, building and enhancing your own LLM with the popular Hugging Face library.

What's included

7 videos1 assignment

In this module, we will walk you through setting up an OpenAI account, generating your API key, and using the API to make your first call to an OpenAI model. You'll gain practical skills in integrating OpenAI’s models into your own AI applications.

What's included

3 videos1 reading3 assignments

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Instructor

Packt - Course Instructors
Packt
1,194 Courses293,786 learners

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Packt

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