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DeepLearning.AI courses

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39 coursesdeeplearning.ai

Showing 39 courses

JetBrains

AI Coding Workflows: From Cloud to Local

Learn to take control of your AI coding workflow. Starting from a Claude Code baseline, you'll structure work for smaller models, switch coding agents, connect to different models and providers, and progress from cloud to hybrid and fully local workflows. Along the way, you'll evaluate tradeoffs in…

  • DeepLearning.AI
  • 1.5 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Oracle

Building Adaptive AI Agents

AI agents often repeat the same mistakes because they carry nothing forward between sessions. This course teaches three ways to fix that. Learners build a pipeline that turns agent traces into reusable, human-approved skills, build a code knowledge graph that improves retrieval in large codebases,…

  • DeepLearning.AI
  • 1 hour
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

University of Washington, NexusFlow

Post-training of LLMs

Adapt LLMs for specific tasks and behaviors using post-training techniques like SFT, DPO, and online RL.

  • DeepLearning.AI
  • 1.5 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Arize AI

Evaluating AI Agents

Learn how to systematically evaluate, improve, and iterate on AI agents using structured assessments.

  • DeepLearning.AI
  • 2.5 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Beginner

LangChain

Long-Term Agentic Memory With LangGraph

Learn to build AI agents with long-term memory with LangGraph, using LangMem for memory management.

  • DeepLearning.AI
  • 1.5 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Qdrant

Multi-vector Image Retrieval

Build advanced retrieval systems that represent images with multiple vectors, enabling fine-grained matching between text queries and visual content for accurate multi-modal search.

  • DeepLearning.AI
  • 1.5 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

AMD

Transformers in Practice

Go beyond just using LLMs to actually understanding them. In this course taught by Sharon Zhou, you'll build the intuition to reason about model behavior, debug real problems, and make smarter decisions about deploying transformer-based models.

  • DeepLearning.AI
  • 11 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Predibase

Reinforcement Fine-Tuning LLMs With GRPO

Improve LLM reasoning with reinforcement fine-tuning and reward functions.

  • DeepLearning.AI
  • 2 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Box

Build AI Apps with MCP Server: Working with Box Files

Build an LLM app that uses tools from the Box MCP server to discover Box files and extract text from them. Transform it into a multi-agent system that communicates using A2A.

  • DeepLearning.AI
  • 35 minutes
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Neo4j

Agentic Knowledge Graph Construction

Build a multi-agent system that plans, designs, and constructs a knowledge graph.

  • DeepLearning.AI
  • 3 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

LandingAI

Document AI: From OCR to Agentic Doc Extraction

Build agentic systems to parse documents and extract information grounded in visual components like charts, tables, and forms.

  • DeepLearning.AI
  • 3 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

LlamaIndex

Event-Driven Agentic Document Workflows

Build an event-driven agentic workflow to process documents and fill forms using RAG and human-in-the-loop feedback.

  • DeepLearning.AI
  • 1.5 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Beginner

AMD

Fine-tuning & RL for LLMs: Intro to Post-training

Learn how to apply fine-tuning and reinforcement learning techniques to shape model behavior, improve reasoning, and make LLMs safer and more reliable.

  • DeepLearning.AI
  • 13 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

AGI Inc

Building AI Browser Agents

Build agents that navigate and interact with websites, and learn how to make them more reliable.

  • DeepLearning.AI
  • 1 hour
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Cerebras

Fast LLM Inference with Cerebras

This course, built in partnership with Cerebras and taught by Zhenwei Gao, Sebastian Duerr, and Sarah Chieng of Cerebras, shows you how to build LLM applications that respond in real time on Cerebras' Wafer-Scale Engine (WSE-3). It's a chip large enough to hold a model's weights on-chip, right next…

  • DeepLearning.AI
  • 1.5 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Qdrant

Building AI Assistants with On-Device Memory

AI applications that depend on the cloud to remember things need a connection and send data to a remote server. This course teaches an on-device alternative: learners build a memory system that stores experiences as vectors across text, voice, and images, retrieves them by meaning, and teaches an a…

  • DeepLearning.AI
  • 1 hour
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Qodo

AI Code Review

AI can write more code than any team can review by hand. In this hands-on course with Qodo, you'll learn how to make AI code review effective, from running reviews early to giving the reviewer the right context. Then you'll build your own review agent and see why context is what makes a review reli…

  • DeepLearning.AI
  • 1 hour
  • Self-paced
  • Free videos
  • Paid certificate
  • Intermediate

Vocal Bridge

Voice for AI Agents and Applications

Add voice to your AI agents and applications using three integration patterns: embedded voice, voice layered on existing agents, and voice as a callable tool.

  • DeepLearning.AI
  • 1.5 hours
  • Self-paced
  • Free videos
  • Paid certificate
  • Beginner