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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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Edureka

Developing LLM Applications with LangChain

This course introduces the concepts, tools, and practical techniques behind LangChain, the leading framework for building intelligent applications powered by Large Language Models (LLMs). It blends conceptual understanding with hands-on implementation to help you design, build, and deploy context-a…

  • Coursera
  • 11 hours
  • Self-paced
  • Paid certificate

Coursera

Evaluate & Optimize LLM Performance

You've integrated a powerful Large Language Model (LLM) into your application. The initial results are impressive, and your team is excited. But then the hard questions start. Is the new prompt really better than the old one, or does it just "feel" better? How do you prove to stakeholders that swit…

  • Coursera
  • Approximately 180 minutes
  • Self-paced
  • Paid certificate

Edureka

Generative AI for Security Fundamentals

This program equips cybersecurity professionals, IT teams, and business leaders with foundational knowledge and practical skills to secure AI-driven systems using Generative AI and Large Language Models (LLMs). You’ll start by understanding AI’s role in cybersecurity, exploring traditional security…

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

Edureka

Prompt Engineering for LLMs

This course offers a comprehensive, hands-on exploration of prompt engineering as a core skill for working effectively with large language models (LLMs). It focuses on how prompts can be deliberately designed, structured, evaluated, and scaled to guide model behavior, improve reasoning quality, and…

  • Coursera
  • 3-4 hours a week
  • Self-paced
  • Paid certificate

Board Infinity

Transformers in Action: A Practical Approach to NLP and AI

"This intermediate-level course takes you beyond AI theory into the practical world of Natural Language Processing (NLP) powered by Transformer architectures. You’ll trace the evolution of language models—from traditional statistical methods and recurrent networks to attention-based systems like BE…

  • Coursera
  • 4 weeks of study, 4–6 hours/week
  • Self-paced
  • Paid certificate

Board Infinity

Fine-Tune Your Own LLM: LoRA, QLoRA & PEFT

This intermediate-level course guides you through fine-tuning open-source large language models on consumer GPUs using parameter-efficient techniques, all anchored around building a production-style SaaS customer support agent. You’ll first map out the full LLM training pipeline—pretraining, superv…

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

Coursera

Text Generation with Cohere: Recognizing Similarities

In this 1-hour long project-based course, you will learn how to install Python packages working with Cohere's API, integrate external APIs like Cohere in a Python script, use embeddings to analyze semantic similarity between text and generate text with Cohere's language models. In today's world, wh…

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

Coursera

LLM Engineering with RAG: Optimizing AI Solutions

In this course, you’ll learn how to integrate enterprise data with advanced large language models (LLMs) using Retrieval-Augmented Generation (RAG) techniques. Through hands-on practice, you’ll build AI-powered applications with tools like LangChain, FAISS, and OpenAI APIs. You’ll explore LLM funda…

  • Coursera
  • 3 Hour
  • Self-paced
  • Paid certificate

Edureka

Introduction to LLMs and Hugging Face

This course introduces the Large Language Models (LLMs) and the Hugging Face ecosystem, combining conceptual understanding with hands-on implementation to help you build intelligent, language-driven systems. Whether you’re exploring AI for the first time or looking to deepen your understanding of m…

  • Coursera
  • 11 hours
  • Self-paced
  • Paid certificate

Edureka

Advanced Prompting and Context Engineering

This course explores the full spectrum of Prompt Engineering, equipping AI practitioners, developers, and knowledge workers with the skills to design, optimize, and govern high-performance prompts for large language models. You'll begin by mastering the foundations of LLM interactions including eff…

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

Coursera

Evaluating Large Language Model Outputs: A Practical Guide

This course addresses evaluating Large Language Models (LLMs), starting with foundational evaluation methods, exploring advanced techniques with Vertex AI's tools like Automatic Metrics and AutoSxS, and forecasting the evolution of generative AI evaluation. This course is ideal for AI Product Manag…

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

Coursera

Boost RAG with Chroma

Boost RAG with Chroma is an intermediate, hands-on course designed for developers and AI practitioners who need to solve one of the biggest challenges with Large Language Models: their tendency to hallucinate. This course moves beyond theory and teaches you how to build a practical, effective Retri…

  • Coursera
  • 135 Minutes Approximately
  • Self-paced
  • Paid certificate

Coursera

Selecting the Right LLM with Hugging Face

There are literally thousands of Large Language Models or LLMs available out there that can be used for a plethora of purposes. Hugging Face is the de-facto hub for language models, offering a huge collection where you can find and use almost any model you need. Choosing the right model can be an a…

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

Coursera

Advanced Model Architectures & Language AI

Take your data analysis skills to the next level by building, evaluating, and deploying the advanced models that power real-world AI systems. In this course, you'll work with decision trees, ensemble methods, neural networks, large language models, and conversational AI — integrating techniques tha…

  • Coursera
  • 15 hours
  • Self-paced
  • Paid certificate

Coursera

Fine-Tune & Optimize Generative AI Models

In today’s AI-driven world, optimizing large language models for specific domains while managing cost is a key competitive skill. This course trains AI engineers, ML practitioners, and data scientists to transform baseline generative models into efficient, production-ready solutions. Through hands-…

  • Coursera
  • 80 Minutes
  • Self-paced
  • Paid certificate

Coursera

Understanding Open AI Workspaces

The Understanding Open AI Workspaces course is for developers with intermediate machine learning experience and Python skills who are new to Generative AI and want to learn how to build, customize, optimize, and deploy open source large language models. This course provides learners with the skills…

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

Coursera

Generate Insights with LLMs

Transform your data into strategic business intelligence with the power of large language models. This Short Course was created to help data analysts accomplish automated insight generation from complex datasets. By completing this course, you'll master practical LLM applications that turn raw data…

  • Coursera
  • 180 minutes
  • Self-paced
  • Paid certificate

Coursera

Optimize LLM Costs & Streamline Processes

Optimize LLM Costs & Streamline Processes is an intermediate course for machine learning practitioners and AI professionals looking to bridge the gap between technical execution and operational excellence. You will learn two critical, in-demand skills: cost optimization for Large Language Models (L…

  • Coursera
  • 160 minutes
  • Self-paced
  • Paid certificate

Edureka

Multimodal AI and Agent Fundamentals

This course covers the fundamentals of multimodal AI agents: what separates an agent from an assistant, and how agents handle text, image, audio, video, and document input. These foundations carry through the Specialization. You start with how large language models work, covering tokens, context wi…

  • Coursera
  • Approximately 9 hours
  • Self-paced
  • Paid certificate

Edureka

RAG Systems in Practice

This course introduces the core concepts and techniques behind Retrieval-Augmented Generation (RAG) systems, guiding you through building, optimizing, and deploying powerful AI systems that combine language models with external knowledge sources. Whether you are new to RAG or looking to deepen your…

  • Coursera
  • 14 hours
  • Self-paced
  • Paid certificate

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