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