Course
Introduction to AI Agents
BasicSkill Level
2 hrs
35.3K
Learn the fundamentals of AI agents, their components, and real-world use—no coding required.
Upskill your entire workforce in AI
Top global companies, including 80% of the Fortune 1000 use DataCamp to teach cutting-edge AI technology
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.
Course
AI NativeIntroduction to AI for Work
BasicSkill Level
2 hrs
33.5K
Explore what AI is and how to use it responsibly for smarter, more productive work!
Course
Generative AI Concepts
BasicSkill Level
2 hrs
8.5K
Discover how to begin responsibly leveraging generative AI. Learn how generative AI models are developed and how they will impact society moving forward.
Course
Understanding Prompt Engineering
BasicSkill Level
1 hrs
46.7K
Learn how to write effective prompts with ChatGPT to apply in your workflow today.
Course
Large Language Models (LLMs) Concepts
BasicSkill Level
2 hrs
9.7K
Discover the full potential of LLMs with our conceptual course covering LLM applications, training methodologies, ethical considerations, and latest research.
Course
AI for Human Resources
BasicSkill Level
3 hrs
111
Collaborate with AI to make recruiting, people ops, and policy engagement faster and fairer.
Course
AI for Consulting
BasicSkill Level
3 hrs
548
Supercharge your consulting workflows with AI! Research, analyze, and communicate more productively and effectively.
Course
AI for Marketing
BasicSkill Level
3 hrs
551
Master AI for marketing to plan smarter campaigns, create quality content, and build custom AI agents.
Course
Introduction to Data
BasicSkill Level
2 hrs
13.2K
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.
Course
Introduction to Data Literacy
BasicSkill Level
2 hrs
11.2K
Data is all around us, which makes data literacy an essential life skill.
Course
AI for Finance
BasicSkill Level
3 hrs
986
Apply AI in finance to analyze data, prompt effectively, and automate workflows for better decisions.
Course
AI for Sales
BasicSkill Level
2 hrs
341
Get inspired by AI tools to automate prospecting, draft personalized emails, and streamline CRM tasks using Microsoft Copilot for sales.
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.
Course
Understanding ChatGPT
BasicSkill Level
1 hrs
15.7K
Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business use cases for the powerful AI tool.
Course
Introduction to ChatGPT
BasicSkill Level
1 hrs
5.2K
Unlock the power of ChatGPT with better prompts, accurate responses, and safe AI use. Improve efficiency and get the most from AI conversations!
Course
Intermediate ChatGPT
BasicSkill Level
1 hrs
3.1K
Learn the architecture behind GPT models and master advanced prompt crafting to unlock ChatGPTs full potential.
Track
ChatGPT Fundamentals
3 hrs
2.6K
Explore the essentials of ChatGPT and prompt engineering. Master crafting prompts to maximize ChatGPT's capabilities.
Course
Introduction to GPTs
BasicSkill Level
1 hrs
1.1K
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.
Course
Understanding the EU AI Act
BasicSkill Level
1 hrs
846
Get your AI Act together! Understand the obligations, risks, and requirements of the EU AI Act.
Course
Understanding GDPR
BasicSkill Level
1 hrs
628
Gain a clear understanding of GDPR principles and how to set up GDPR-compliant processes in this comprehensive course.
Course
GDPR in Practice: Compliance and Fines
BasicSkill Level
2 hrs
85
Explore GDPR through real-world cases on data rights, breaches, and compliance challenges.
Course
Introduction to Data Privacy
BasicSkill Level
2 hrs
2.1K
Gain a clear understanding of data privacy principles and how to implement privacy and security processes.
Course
Data Privacy and Anonymization in Python
AdvancedSkill Level
4 hrs
94
Learn to process sensitive information with privacy-preserving techniques.
Course
Responsible AI Practices
BasicSkill Level
2 hrs
1.3K
Master Responsible AI Practices with this comprehensive course, featuring real-world case studies and interactive content.
Course
Data Management Concepts
BasicSkill Level
2 hrs
1.3K
Master the key concepts of data management, from life cycle stages to security and governance.
Course
Explainable AI in Python
IntermediateSkill Level
4 hrs
1.2K
Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.
Course
Explainable Artificial Intelligence (XAI) Concepts
BasicSkill Level
1 hrs
870
Understand the role and real-world realities of Explainable Artificial Intelligence (XAI) with this beginner friendly course.
Course
Responsible AI Data Management
IntermediateSkill Level
1 hrs
1.2K
Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.
Course
Introduction to Data Security
BasicSkill Level
2 hrs
1.4K
Discover how to become a data defender and keep data safe and secure with this beginner-friendly interactive course.
Course
AI Security and Risk Management
BasicSkill Level
2 hrs
1.1K
Learn the fundamentals of AI security to protect systems from threats, align security with business goals, and mitigate key risks.
Course
Introduction to Data Ethics
BasicSkill Level
1 hrs
1.4K
Explore data ethics with this comprehensive introductory course, covering principles, AI ethics, and practical skills to ensure responsible data use.
Course
AI Ethics
BasicSkill Level
1 hrs
38.4K
Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design.
Course
Data Governance Concepts
BasicSkill Level
2 hrs
2.6K
Gain an introduction to data governance, exploring its meaning, purpose, and how to implement a data governance framework.
Course
Artificial Intelligence Governance
BasicSkill Level
2 hrs
880
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.
Course
Monetizing Artificial Intelligence
BasicSkill Level
1 hrs
1.3K
Explore AI and data monetization strategies, build ethical infrastructures, and align products with business goals.
Track
Artificial Intelligence (AI) Leadership
6 hrs
1.3K
Master AI leadership with this track: monetize AI, build trust with Responsible and Explainable AI, and secure your innovations. Lead with confidence!
Course
Artificial Intelligence (AI) Strategy
BasicSkill Level
3 hrs
2.6K
Learn how to blend business, data, and AI, and set goals to drive success with an effectively scalable AI Strategy.
Course
Data-Driven Decision Making for Business
BasicSkill Level
2 hrs
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.
Course
Building AI Agents with Google ADK
IntermediateSkill Level
1 hrs
1.3K
Build a customer-support assistant step-by-step with Google’s Agent Development Kit (ADK).
Course
AI Agents with Hugging Face smolagents
AdvancedSkill Level
3 hrs
602
Learn how to build intelligent agents that reason, act, and solve real-world tasks using Python.
Course
Building AI Agents with CrewAI
IntermediateSkill Level
1 hrs
348
Build AI teams that work together, automate workflows, and generate content with CrewAI.
Course
Building AI Agents with Haystack
IntermediateSkill Level
2 hrs
155
Create a healthcare AI agent using Haystack, an open-source framework for orchestrating LLMs and external components.
Course
Gen AI Agents: Transform Your Organization
BasicSkill Level
1 hrs
148
This course explores how organizations can use custom gen AI agents to help tackle specific business challenges.
Course
AI-Assisted Coding for Developers
IntermediateSkill Level
2 hrs
1.7K
Boost your coding with AI—guide your coding assistant to write, test, and document code effectively.
Course
Introduction to Amazon Bedrock
IntermediateSkill Level
3 hrs
319
Learn to use Amazon Bedrock to access foundation AI models and build with AI - without managing complex infrastructure.
Course
Introduction to Claude Models
IntermediateSkill Level
3 hrs
2.3K
Learn how to work with Claude using the Anthropic API to solve real-world tasks and build AI-powered applications.
Course
Building Agentic Workflows with LlamaIndex
AdvancedSkill Level
2 hrs
304
Build AI agentic workflows that can plan, search, remember, and collaborate, using LlamaIndex.
Course
LLMOps Concepts
BasicSkill Level
1 hrs
2.6K
Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.
Course
Building Scalable Agentic Systems
BasicSkill Level
2 hrs
4.1K
Discover what it takes to scale AI agents, with a little help from frameworks like MCP and A2A.
Course
Working with Hugging Face
BasicSkill Level
2 hrs
4.8K
Navigate and use the extensive repository of models and datasets available on the Hugging Face Hub.
Course
Multi-Modal Models with Hugging Face
IntermediateSkill Level
4 hrs
362
Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!
Course
Vector Databases for Embeddings with Pinecone
IntermediateSkill Level
3 hrs
1.4K
Discover how the Pinecone vector database is revolutionizing AI application development!
Course
Multi-Agent Systems with LangGraph
AdvancedSkill Level
3 hrs
1.6K
Build powerful multi-agent systems by applying emerging agentic design patterns in the LangGraph framework.
Course
AI NativeAgentic Systems with LangGraph
IntermediateSkill Level
3 hrs
Learn to build agentic systems using LangGraph.
Course
Text-to-Query Agents with MongoDB and LangGraph
IntermediateSkill Level
2 hrs
163
Discover how to talk to your data using text-to-query AI agents with MongoDB and LangGraph.
Course
Working with Llama 3
IntermediateSkill Level
2 hrs
1.2K
Explore the latest techniques for running the Llama LLM locally and integrating it within your stack.
Course
Fine-Tuning with Llama 3
IntermediateSkill Level
2 hrs
376
Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.
Course
Developing LLM Applications with LangChain
IntermediateSkill Level
3 hrs
4.9K
Discover how to build AI-powered applications using LLMs, prompts, chains, and agents in LangChain.
Course
Retrieval Augmented Generation (RAG) with LangChain
IntermediateSkill Level
3 hrs
2.3K
Learn cutting-edge methods for integrating external data with LLMs using Retrieval Augmented Generation (RAG) with LangChain.
Course
Designing Agentic Systems with LangChain
IntermediateSkill Level
3 hrs
1.6K
Get to grips with the foundational components of LangChain agents and build custom chat agents.
Course
Graph RAG with LangChain and Neo4j
AdvancedSkill Level
3 hrs
451
Create more accurate and reliable RAG systems with Graph RAG and hybrid RAG.
Course
AI NativeLLM Tool Use with LangChain
IntermediateSkill Level
3 hrs
Learn to extend your LLM applications with external tools, so your applications can retrieve live data, perform computations, and take real-world actions.
Course
AI NativeRetrieval-Augmented Generation with LangChain
IntermediateSkill Level
2 hrs
Learn to build knowledge-grounded LLM applications that retrieve relevant information from structured and unstructured sources before generating responses.
Course
AI NativePrompt Engineering with LangChain
IntermediateSkill Level
2 hrs
Learn to write effective prompts and systematically improve them through evaluation rather than intuition.
Course
AI NativeLLM Application Fundamentals with LangChain
IntermediateSkill Level
3 hrs
Learn to build conversational LLM applications — with reliable structured output, persistent conversation history, and real-time streaming.
Course
Introduction to Deep Learning with PyTorch
IntermediateSkill Level
4 hrs
8.1K
Learn how to build your first neural network, adjust hyperparameters, and tackle classification and regression problems in PyTorch.
Course
Intermediate Deep Learning with PyTorch
IntermediateSkill Level
4 hrs
2.5K
Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.
Course
Deep Learning for Images with PyTorch
AdvancedSkill Level
4 hrs
1.5K
Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.
Course
Transformer Models with PyTorch
AdvancedSkill Level
2 hrs
1.1K
What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.
Course
Deep Learning for Text with PyTorch
AdvancedSkill Level
4 hrs
830
Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.
Course
Scalable AI Models with PyTorch Lightning
IntermediateSkill Level
3 hrs
209
Streamline your AI projects by building modular models and mastering advanced optimization with PyTorch Lightning!
Course
Efficient AI Model Training with PyTorch
AdvancedSkill Level
4 hrs
183
Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training
Course
Introduction to Deep Learning in Python
IntermediateSkill Level
4 hrs
1.6K
Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 in Python.
Course
Introduction to Deep Learning with Keras
IntermediateSkill Level
4 hrs
867
Learn to start developing deep learning models with Keras.
Course
Advanced Deep Learning with Keras
IntermediateSkill Level
4 hrs
306
Learn how to develop deep learning models with Keras.
Course
Image Modeling with Keras
AdvancedSkill Level
4 hrs
521
Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.
Course
Recurrent Neural Networks (RNNs) for Language Modeling with Keras
AdvancedSkill Level
4 hrs
213
Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.
Course
Machine Translation with Keras
AdvancedSkill Level
4 hrs
66
Are you curious about the inner workings of the models that are behind products like Google Translate?
Course
Deploying AI into Production with FastAPI
AdvancedSkill Level
4 hrs
875
Learn how to use FastAPI to develop APIs that support AI models, built to meet real-world demands.
Course
Developing AI Systems with the OpenAI API
IntermediateSkill Level
3 hrs
2.7K
Leverage the OpenAI API to get your AI applications ready for production.
Course
Software Development with Cursor
IntermediateSkill Level
2 hrs
1.7K
Build production-ready code with Cursor. Learn AI prompts, refactoring, testing, and advanced workflows.
Course
Vibe Coding with Replit
BasicSkill Level
2 hrs
1K
Learn vibe coding with Replit. Build apps like a Typeform clone, and master securing and deploying Replit apps.
Course
End-to-End RAG with Weaviate
IntermediateSkill Level
2 hrs
187
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