Cours
Introduction to AI Agents
DébutantNiveau de compétence
2 h
40.3K
Learn the fundamentals of AI agents, their components, and real-world use—no coding required.
Upskill your entire workforce in AI
AI fundamentals
Give your entire organization a common baseline of AI knowledge. Add optional tool- or tech-specific modules, and this audience is ready to apply AI in their role—no guesswork, no overtraining.
Cours
AI NativeIntroduction to AI for Work
DébutantNiveau de compétence
2 h
34.5K
Explore what AI is and how to use it responsibly for smarter, more productive work!
Cours
Generative AI Concepts
DébutantNiveau de compétence
2 h
10.3K
Discover how to begin responsibly leveraging generative AI. Learn how generative AI models are developed and how they will impact society moving forward.
Cours
Understanding Prompt Engineering
DébutantNiveau de compétence
1 h
40.2K
Learn how to write effective prompts with ChatGPT to apply in your workflow today.
Cours
Large Language Models (LLMs) Concepts
DébutantNiveau de compétence
2 h
11.1K
Discover the full potential of LLMs with our conceptual course covering LLM applications, training methodologies, ethical considerations, and latest research.
Cours
AI for Human Resources
DébutantNiveau de compétence
3 h
492
Collaborate with AI to make recruiting, people ops, and policy engagement faster and fairer.
Cours
AI for Consulting
DébutantNiveau de compétence
3 h
714
Discover how AI can take your consulting work to the next level! Research, analyze, and communicate more productively and effectively.
Cours
AI for Marketing
DébutantNiveau de compétence
3 h
788
Master AI for marketing to plan smarter campaigns, create quality content, and build custom AI agents.
Cours
Introduction to Data
DébutantNiveau de compétence
2 h
14.8K
Gain an introduction to data in this hands-on course. Learn the basics of data types and structures, the DIKW framework, data ethics and more.
Cours
Introduction to Data Literacy
DébutantNiveau de compétence
2 h
13.7K
Data is all around us, which makes data literacy an essential life skill.
Cours
AI for Finance
DébutantNiveau de compétence
3 h
1.5K
Apply AI in finance to analyze data, prompt effectively, and automate workflows for better decisions.
Cours
AI for Sales
DébutantNiveau de compétence
2 h
372
Tackle your sales work in an AI-first way! Learn to automate prospecting, draft personalized emails, and streamline CRM tasks using AI.
Ready to see DataCamp in action?
Tech-specific AI fundamentals
Train your teams on the tools they actually use day to day. Leveraging proprietary systems? We’ll build custom content (projects, tracks, and live sessions) tailored to your stack.
Cours
Understanding ChatGPT
DébutantNiveau de compétence
1 h
15.4K
Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business use cases for the powerful AI tool.
Cours
Introduction to ChatGPT
DébutantNiveau de compétence
1 h
5.7K
Unlock the power of ChatGPT with better prompts, accurate responses, and safe AI use. Improve efficiency and get the most from AI conversations!
Cours
Intermediate ChatGPT
DébutantNiveau de compétence
1 h
3.5K
Learn the architecture behind GPT models and master advanced prompt crafting to unlock ChatGPTs full potential.
Cursus
ChatGPT Fundamentals
3 h
2.7K
Explore the essentials of ChatGPT and prompt engineering. Master crafting prompts to maximize ChatGPTs capabilities.
Cours
Introduction to GPTs
DébutantNiveau de compétence
1 h
1.2K
Learn how to use GPT tools responsibly and confidently. Discover how these tools work and techniques for writing prompts and evaluating outputs.
We offer custom-built tracks, projects, and live sessions tailored to your tools and tech stack. Request a demo to explore custom content options
Governance, ethics, & compliance
DataCamp offers foundational and advanced training in data quality, privacy, security, and AI governance frameworks so teams across the organization understand how to manage risk as they move fast.
Cours
Understanding the EU AI Act
DébutantNiveau de compétence
1 h
1.3K
Get your AI Act together! Understand the obligations, risks, and requirements of the EU AI Act.
Cours
Understanding GDPR
DébutantNiveau de compétence
1 h
686
Gain a clear understanding of GDPR principles and how to set up GDPR-compliant processes in this comprehensive course.
Cours
GDPR in Practice: Compliance and Fines
DébutantNiveau de compétence
2 h
88
Explore GDPR through real-world cases on data rights, breaches, and compliance challenges.
Cours
Introduction to Data Privacy
DébutantNiveau de compétence
2 h
2.9K
Gain a clear understanding of data privacy principles and how to implement privacy and security processes.
Cours
Data Privacy and Anonymization in Python
AvancéNiveau de compétence
4 h
90
Learn to process sensitive information with privacy-preserving techniques.
Cours
Responsible AI Practices
DébutantNiveau de compétence
2 h
1.5K
Master Responsible AI Practices with this comprehensive course, featuring real-world case studies and interactive content.
Cours
Data Management Concepts
DébutantNiveau de compétence
2 h
1.3K
Master the key concepts of data management, from life cycle stages to security and governance.
Cours
Explainable AI in Python
IntermédiaireNiveau de compétence
4 h
1.2K
Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.
Cours
Explainable Artificial Intelligence (XAI) Concepts
DébutantNiveau de compétence
1 h
904
Understand the role and real-world realities of Explainable Artificial Intelligence (XAI) with this beginner friendly course.
Cours
Responsible AI Data Management
IntermédiaireNiveau de compétence
1 h
1.2K
Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.
Cours
Introduction to Data Security
DébutantNiveau de compétence
2 h
1.9K
Discover how to become a data defender and keep data safe and secure with this beginner-friendly interactive course.
Cours
AI Security and Risk Management
DébutantNiveau de compétence
2 h
1.2K
Learn the fundamentals of AI security to protect systems from threats, align security with business goals, and mitigate key risks.
Cours
Introduction to Data Ethics
DébutantNiveau de compétence
1 h
1.5K
Explore data ethics with this comprehensive introductory course, covering principles, AI ethics, and practical skills to ensure responsible data use.
Cours
AI Ethics
DébutantNiveau de compétence
1 h
37.7K
Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design.
Cours
Data Governance Concepts
DébutantNiveau de compétence
2 h
2.5K
Gain an introduction to data governance, exploring its meaning, purpose, and how to implement a data governance framework.
Cours
Artificial Intelligence Governance
DébutantNiveau de compétence
2 h
951
Learn AI governance with Collibra. Build, embed, and scale responsible AI using tools, frameworks, and MLOps workflows.
For business leaders & executives
DataCamp gives leaders the essentials in concise, high-impact modules. Paired with just-in-time tools and use cases, it drives smarter conversations, faster decisions, and top-down adoption.
Cours
Monetizing Artificial Intelligence
DébutantNiveau de compétence
1 h
1.3K
Explore AI and data monetization strategies, build ethical infrastructures, and align products with business goals.
Cursus
Artificial Intelligence (AI) Leadership
6 h
1.2K
Master AI leadership with this track: monetize AI, build trust with Responsible and Explainable AI, and secure your innovations. Lead with confidence!
Cours
Artificial Intelligence (AI) Strategy
DébutantNiveau de compétence
3 h
2.8K
Learn how to blend business, data, and AI, and set goals to drive success with an effectively scalable AI Strategy.
Cours
Data-Driven Decision Making for Business
DébutantNiveau de compétence
2 h
1.2K
Discover how to make better business decisions by applying practical data frameworks—no coding required.
Ready to see DataCamp in action?
For AI builders
Equip engineers, data scientists, and technical teams with deep, up-to-date training across the AI development lifecycle. New courses launch regularly to keep pace with the latest tools, architectures, and best practices.
Cours
Building AI Agents with Google ADK
IntermédiaireNiveau de compétence
1 h
1.3K
Build a customer-support assistant step-by-step with Google’s Agent Development Kit (ADK).
Cours
AI Agents with Hugging Face smolagents
AvancéNiveau de compétence
3 h
576
Learn how to build intelligent agents that reason, act, and solve real-world tasks using Python.
Cours
Building AI Agents with CrewAI
IntermédiaireNiveau de compétence
1 h
364
Build AI teams that work together, automate workflows, and generate content with CrewAI.
Cours
Building AI Agents with Haystack
IntermédiaireNiveau de compétence
2 h
180
Create a healthcare AI agent using Haystack, an open-source framework for orchestrating LLMs and external components.
Cours
Gen AI Agents: Transform Your Organization
DébutantNiveau de compétence
1 h
345
This course explores how organizations can use custom gen AI agents to help tackle specific business challenges.
Cours
AI-Assisted Coding for Developers
IntermédiaireNiveau de compétence
2 h
2K
Boost your coding with AI—guide your coding assistant to write, test, and document code effectively.
Cours
Introduction to Amazon Bedrock
IntermédiaireNiveau de compétence
3 h
276
Learn to use Amazon Bedrock to access foundation AI models and build with AI - without managing complex infrastructure.
Cours
Introduction to Claude Models
IntermédiaireNiveau de compétence
3 h
4.7K
Learn how to work with Claude using the Anthropic API to solve real-world tasks and build AI-powered applications.
Cours
Building Agentic Workflows with LlamaIndex
AvancéNiveau de compétence
2 h
315
Build AI agentic workflows that can plan, search, remember, and collaborate, using LlamaIndex.
Cours
LLMOps Concepts
DébutantNiveau de compétence
1 h
2.7K
Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.
Cours
Building Scalable Agentic Systems
DébutantNiveau de compétence
2 h
4.7K
Discover what it takes to scale AI agents, with a little help from frameworks like MCP and A2A.
Cours
Working with Hugging Face
DébutantNiveau de compétence
2 h
5K
Navigate and use the extensive repository of models and datasets available on the Hugging Face Hub.
Cours
Multi-Modal Models with Hugging Face
IntermédiaireNiveau de compétence
4 h
329
Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!
Cours
Vector Databases for Embeddings with Pinecone
IntermédiaireNiveau de compétence
3 h
1.6K
Discover how the Pinecone vector database is revolutionizing AI application development!
Cours
Multi-Agent Systems with LangGraph
AvancéNiveau de compétence
3 h
1.6K
Build powerful multi-agent systems by applying emerging agentic design patterns in the LangGraph framework.
Cours
AI NativeAgentic Systems with LangGraph
IntermédiaireNiveau de compétence
3 h
Learn to build agentic systems using LangGraph.
Cours
Text-to-Query Agents with MongoDB and LangGraph
IntermédiaireNiveau de compétence
2 h
159
Discover how to talk to your data using text-to-query AI agents with MongoDB and LangGraph.
Cours
Working with Llama 3
IntermédiaireNiveau de compétence
2 h
1.4K
Explore the latest techniques for running the Llama LLM locally and integrating it within your stack.
Cours
Fine-Tuning with Llama 3
IntermédiaireNiveau de compétence
2 h
365
Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.
Cours
Developing LLM Applications with LangChain
IntermédiaireNiveau de compétence
3 h
5.1K
Discover how to build AI-powered applications using LLMs, prompts, chains, and agents in LangChain.
Cours
Retrieval Augmented Generation (RAG) with LangChain
IntermédiaireNiveau de compétence
3 h
2.6K
Learn cutting-edge methods for integrating external data with LLMs using Retrieval Augmented Generation (RAG) with LangChain.
Cours
Designing Agentic Systems with LangChain
IntermédiaireNiveau de compétence
3 h
1.8K
Get to grips with the foundational components of LangChain agents and build custom chat agents.
Cours
Graph RAG with LangChain and Neo4j
AvancéNiveau de compétence
3 h
452
Create more accurate and reliable RAG systems with Graph RAG and hybrid RAG.
Cours
AI NativeLLM Tool Use with LangChain
IntermédiaireNiveau de compétence
3 h
Learn to extend your LLM applications with external tools, so your applications can retrieve live data, perform computations, and take real-world actions.
Cours
AI NativeRetrieval-Augmented Generation with LangChain
IntermédiaireNiveau de compétence
2 h
Learn to build knowledge-grounded LLM applications that retrieve relevant information from structured and unstructured sources before generating responses.
Cours
AI NativePrompt Engineering with LangChain
IntermédiaireNiveau de compétence
2 h
Learn to write effective prompts and systematically improve them through evaluation rather than intuition.
Cours
AI NativeLLM Application Fundamentals with LangChain
IntermédiaireNiveau de compétence
3 h
Learn to build conversational LLM applications — with reliable structured output, persistent conversation history, and real-time streaming.
Cours
Introduction to Deep Learning with PyTorch
IntermédiaireNiveau de compétence
4 h
7.6K
Learn how to build your first neural network, adjust hyperparameters, and tackle classification and regression problems in PyTorch.
Cours
Intermediate Deep Learning with PyTorch
IntermédiaireNiveau de compétence
4 h
2.7K
Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.
Cours
Deep Learning for Images with PyTorch
AvancéNiveau de compétence
4 h
1.8K
Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.
Cours
Transformer Models with PyTorch
AvancéNiveau de compétence
2 h
1.4K
What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.
Cours
Deep Learning for Text with PyTorch
AvancéNiveau de compétence
4 h
1.1K
Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.
Cours
Scalable AI Models with PyTorch Lightning
IntermédiaireNiveau de compétence
3 h
223
Streamline your AI projects by building modular models and mastering advanced optimization with PyTorch Lightning!
Cours
Efficient AI Model Training with PyTorch
AvancéNiveau de compétence
4 h
166
Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training
Cours
Introduction to Deep Learning in Python
IntermédiaireNiveau de compétence
4 h
1.6K
Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 in Python.
Cours
Introduction to Deep Learning with Keras
IntermédiaireNiveau de compétence
4 h
1.2K
Learn to start developing deep learning models with Keras.
Cours
Advanced Deep Learning with Keras
IntermédiaireNiveau de compétence
4 h
334
Learn how to develop deep learning models with Keras.
Cours
Image Modeling with Keras
AvancéNiveau de compétence
4 h
811
Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.
Cours
Recurrent Neural Networks (RNNs) for Language Modeling with Keras
AvancéNiveau de compétence
4 h
319
Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.
Cours
Machine Translation with Keras
AvancéNiveau de compétence
4 h
67
Are you curious about the inner workings of the models that are behind products like Google Translate?
Cours
Deploying AI into Production with FastAPI
AvancéNiveau de compétence
4 h
868
Learn how to use FastAPI to develop APIs that support AI models, built to meet real-world demands.
Cours
Developing AI Systems with the OpenAI API
IntermédiaireNiveau de compétence
3 h
2.8K
Leverage the OpenAI API to get your AI applications ready for production.
Cours
Software Development with Cursor
IntermédiaireNiveau de compétence
2 h
1.3K
Build production-ready code with Cursor. Learn AI prompts, refactoring, testing, and advanced workflows.
Cours
Vibe Coding with Replit
DébutantNiveau de compétence
2 h
1.3K
Learn vibe coding with Replit. Build apps like a Typeform clone, and master securing and deploying Replit apps.
Cours
End-to-End RAG with Weaviate
IntermédiaireNiveau de compétence
2 h
165
Master RAG with Weaviate! Embed text and images for retrieval, and experiment with vector, BM25, and hybrid search.
AI transformation starts here
Ready to learn more? Request a demo! Our team will walk you through the full DataCamp AI curriculum and see how it aligns with your goals.
Upskilling a small team? Get started today