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