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Language Models courses 357

Learn Language Models online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 357 courses

IBM

Mastering Generative AI: Advanced Fine-Tuning for LLMs

Build advanced, job-ready skills in fine-tuning using Hugging Face, reinforcement learning using proximal preference optimization (PPO), and optimal solutions for direct preference optimization (DPO).

  • edX
  • 2 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

IBM

Mastering Generative AI: Language Models with Transformers

Build job-ready skills in NLP based applications using GPT and BERT in just 2 weeks! Add sought-after skills employers are looking for to your resume and power up your AI career.

  • edX
  • 2 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

freeCodeCamp

Open Models Coding Essentials – Running LLMs Locally and in the Cloud Course

Learn how to work with a wide range of open large language models (LLMs) such as Gemma, Kimmy, and GLM across various local and cloud-based environments. This comprehensive guide by Andrew Brown explores how to use coding harnesses like Claude Code and Pi Agent to build real-world agentic workflows…

Free video
  • YouTube
  • 2.5 hours
  • Self-paced
  • Free video

University of Cambridge

AI at the Edge on Arm: Deploying LLMs for Mobile Devices

By studying this course, you will gain an understanding of the technological trends driving AI to the edge, key concepts in mobile AI including on-device processing and real-time inference, and how to train language models with domain-specific data. You will also develop practical knowledge of edge…

  • Coursera
  • 2-3 hours/week
  • Self-paced
  • Paid certificate

freeCodeCamp

Vector Search RAG Tutorial – Combine Your Data with LLMs with Advanced Search

Learn how to use vector search and embeddings to easily combine your data with large language models like GPT-4. You will first learn the concepts and then create three projects. ✏️ Course developed by Beau Carnes. 💻 Code: https://github.com/beaucarnes/vector-search-tutorial 🔗 Access MongoDB Atlas:…

Free video
  • YouTube
  • 1 hour
  • Self-paced
  • Free video

IBM

Fundamentals of AI Agents Using RAG and LangChain

4.6242 ratings

Business demand for technical gen AI skills is exploding, and AI engineers who can work with large language models (LLMs) are in high demand. This Fundamentals of Building AI Agents using RAG and LangChain course builds job-ready skills that will fuel your AI career. In this course, you’ll explore…

  • Coursera
  • 2 weeks of study, 3-4 hours per week
  • Self-paced
  • Paid certificate

freeCodeCamp

LangChain Crash Course for Beginners

Learn how to use LangChain in this crash course for beginners. LangChain is a framework designed to simplify the creation of applications using large language models. It makes it easy to connect AI models with a bunch of different data sources so you can create customized NLP applications. ✏️ Cours…

Free video
  • YouTube
  • 1 hour
  • Self-paced
  • Free video

Google Cloud

Introduction to Large Language Models

This micro-learning course explores what large language models (LLMs) are, their use cases, and how to use prompt tuning to enhance performance.

  • edX
  • 4 weeks, 3 - 5 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

freeCodeCamp

Python Essentials for AI Agents – Tutorial

This Python course will help you master the technical stack behind autonomous intelligence. This course is designed to take you from the core syntax of Python through the complexities of data handling and API integration, culminating in the deployment of sophisticated Large Language Models. You wil…

Free video
  • YouTube
  • 6.5 hours
  • Self-paced
  • Free video

freeCodeCamp

Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma

Welcome to this course about development with Large Language Models, or LLMs. Throughout this course, you will complete hands-on projects will help you learn how to harness LLMs for your own projects. You will build projects with LLMs that will enable you to create dynamic interfaces, interact with…

Free video
  • YouTube
  • 2 hours
  • Self-paced
  • Free video

Vanderbilt University

Generative AI Primer

4.8502 ratings

ChatGPT and other large language models are going to be more important in your life and business than your smartphone, if you use them right. ChatGPT can tutor your child in math, generate a meal plan and recipes, write software applications for your business, help you improve your personal cyberse…

  • Coursera
  • 2hrs
  • Self-paced
  • Paid certificate

DeepLearning.AI

Pretraining LLMs

4.522 ratings

In Pretraining LLMs you’ll explore the first step of training large language models using a technique called pretraining. You’ll learn the essential steps to pretrain an LLM, understand the associated costs, and discover how starting with smaller, existing open source models can be more cost-effect…

  • Coursera
  • 1 hour
  • Self-paced
  • Paid certificate

freeCodeCamp

How to Benchmark Embedding Models On Your Own Data

Learn how to benchmark embedding models on your own data in this course for beginners. In this course, you will learn: - The limitations of extracting text from PDF files with Python libraries and to solve that with the help of VLMs (Vision Language Models). - How to divide the extracted text into…

Free video
  • YouTube
  • 4 hours
  • Self-paced
  • Free video

Amazon Web Services

AI Fundamentals and the Cloud

This course introduces you to AI technology, focusing on how different models work and their practical applications.

  • edX
  • 3 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

University of Michigan

Llama for Python Programmers

4.719 ratings

Llama for Python Programmers is designed for programmers who want to leverage the Llama 2 large language model (LLM) and take advantage of the generative artificial intelligence (AI) revolution. In this course, you’ll learn how open-source LLMs can run on self-hosted hardware, made possible through…

  • Coursera
  • 5 hours of study
  • Self-paced
  • Paid certificate

Duke University

GenAI and LLMs on AWS

4.629 ratings

This course will teach you how to deploy and manage large language models (LLMs) in production using AWS services like Amazon Bedrock. By the end of the course, you will know how to: Choose the right LLM architecture and model for your application using services. Optimize cost, performance and scal…

  • Coursera
  • 4 weeks of study, 5 hours/week
  • Self-paced
  • Paid certificate

Amazon Web Services

DevOps and AI on AWS: Upgrading Apps with Generative AI.

Explore the intersection of DevOps and Generative AI on AWS in this hands-on course. Learn to enhance existing applications with powerful AI features using Amazon Bedrock's large language models (LLMs). You'll gain practical experience in implementing customized text generation, mastering prompt en…

  • edX
  • 2 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

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