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Interactive data science, ML, NLP, and generative AI learning paths.
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Learn how to build a browser-based AI agent that searches the web, extracts live flight data, and returns clean recommendations using GLM-5-Turbo.
Experienced builders who need a deeper technical track.
Robots reviewed / Terms reviewed
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2 hours
Hybrid
Advanced
Certificate not stated
English
fresh
Official-source checked
Learn how to fine-tune Qwen3.5-9B on the Latex OCR dataset using QLoRA in Unsloth Studio, then test the model in chat and export it in GGUF format for local inference.
Learners who want structure, deadlines, and instructor momentum.
10 minutes
Live
Advanced
Certificate not stated
English
recent
Official-source checked
Learn how to install and configure claude-mem, the Claude Code plugin that gives your sessions persistent memory through structured compression and retrieval.
Experienced builders who need a deeper technical track.
19 hours
Hybrid
Advanced
Certificate not stated
English
recent
Official-source checked
Claude Cowork Dispatch 101: Control your desktop AI agent from your phone. Assign tasks and automate file workflows remotely with our complete 2026 expert guide.
Learners who want structure, deadlines, and instructor momentum.
3 hours
Live
Advanced
Certificate not stated
English
recent
Official-source checked
Set up vLLM on a H100 GPU, serve Qwen3.5-27B, connect OpenCode, and test fast agentic coding with long context support.
Learners who want structure, deadlines, and instructor momentum.
2 hours
Live
Advanced
Certificate not stated
English
recent
Official-source checked
Discover how Gemini Embedding 2 has revolutionized the way we can build search and RAG systems by introducing native multimodality. Text, video, images, and audio can now all live in the same embedding space.
Learners who want structure, deadlines, and instructor momentum.
3 hours
Live
Advanced
Certificate not stated
English
recent
Official-source checked
Master prompt engineering with hands-on exercises. Learn to write effective prompts for ChatGPT, Claude, and other AI tools. Beginner-friendly.
Experienced builders who need a deeper technical track.
1 hour
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Master generative AI from fundamentals to practical applications. Learn how LLMs, diffusion models, and prompt engineering work.
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
New to AI? Start here. This beginner-friendly course covers core AI concepts, hands-on tools, and real-world applications. No prerequisites needed.
Learners who want structure, deadlines, and instructor momentum.
2 hours
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Discover how AI agents work, what sets them apart from chatbots and automation, and how to use them responsibly—no coding required.
Experienced builders who need a deeper technical track.
1 hour
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Start learning AI today with beginner to advanced courses. Build real skills in machine learning, generative AI, and more - start free today.
Experienced builders who need a deeper technical track.
3 hours
Self paced
Advanced
Certificate available
English (US)
recent
Official-source checked
Build your machine learning skills with interactive courses, tracks and projects for all levels, curated by real-world experts.
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Maria Eugenia Inzaugarat, a Senior Data Scientist at Firstleaf, will guide you step by step through analyzing patient insurance metrics and behaviour, and training a clustering model using common Python analytics libraries.
Busy builders looking for a practical AI upskilling path.
Self paced
Self paced
Foundation
Certificate not stated
English (US)
recent
Official-source checked
We asked 100s of teachers how they're using AI in the classroom.
Learners who want structure, deadlines, and instructor momentum.
Self paced
Live
Advanced
Certificate not stated
English
recent
Official-source checked
Learn ChatGPT with expert-led courses. Develop AI chat skills, master prompt engineering, and automate workflows to enhance productivity and efficiency.
Experienced builders who need a deeper technical track.
1 hour
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn how to pull stock prices from online APIs to calculate returns for time horizons, analyze stock performance by sector, and summarize correlations.
Experienced builders who need a deeper technical track.
5 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn how to work with streaming data using serverless technologies on AWS.
Learners who want structure, deadlines, and instructor momentum.
4 hours
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate available
English (US)
recent
Official-source checked
Dive into the exciting world of APIs as we introduce you to the basics of consuming and working with Web APIs using Python.
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn how to use graphical and numerical techniques for exploratory data analysis while generating insightful and beautiful graphics in R.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn about exploratory data analysis in Python with this four-hour course. Use real-world data to clean, explore, visualize, and extract insights.
Learners who want structure, deadlines, and instructor momentum.
4 hours
Live
Advanced
Certificate available
English (US)
recent
Official-source checked
Learn what's available in a database in SQL, including the tables, relationships, and data stored in them so you can explore your own PostgreSQL databases.
Learners who want structure, deadlines, and instructor momentum.
4 hours
Live
Advanced
Certificate available
English (US)
recent
Official-source checked
Learn how to build impactful reports with Power BI’s Exploratory Data Analysis (EDA) that uncover insights faster and drive business value.
Experienced builders who need a deeper technical track.
3 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn to use PySpark to cut Big Data problems by using data wrangling and feature engineering so you can extract meaning, forecast, classify or cluster.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn how to build your first neural network, adjust hyperparameters, and tackle classification and regression problems in PyTorch.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design.
Learners who want structure, deadlines, and instructor momentum.
1 hour
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business use cases for the powerful AI tool.
Experienced builders who need a deeper technical track.
1 hour
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Discover the power of containerization and virtualization, transforming how you build and deploy Docker and Kubernetes applications in modern environments.
Experienced builders who need a deeper technical track.
13 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn the essentials of VMs, containers, Docker, and Kubernetes. Understand the differences to get started!
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn how polynomial regression models nonlinear relationships. Learn about overfitting, cross-validation, and compare with alternatives like splines and SVR.
Practitioners moving from introductions into applied workflows.
4 hours
Self paced
Intermediate
Certificate not stated
English
recent
Official-source checked
Explore DataCamp's AI-native learning for building in-demand AI and data skills. This is learning built with AI as its core. DataCamp is the only platform that offers an AI-native, personal learning engine that feels like a great one-on-one teacher.
Learners who want structure, deadlines, and instructor momentum.
2 hours
Live
Advanced
Certificate not stated
English
recent
Official-source checked
Learn about affine transformation (T(x)=Ax+b), including its features, matrices, coordinates, components and application areas.
Learners who want structure, deadlines, and instructor momentum.
4 hours
Live
Advanced
Certificate not stated
English
recent
Official-source checked
Learn how to check and update Git across Windows, macOS, and Linux with easy commands to access the latest features and bug fixes.
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English
recent
Official-source checked
Learn how to use git subtree to embed shared repositories inside your project with four key commands — add, pull, push, and split. Includes real-world examples.
Learners who want structure, deadlines, and instructor momentum.
7 hours
Live
Advanced
Certificate not stated
English
recent
Official-source checked
Take this Python for machine learning and data science course. Discover ML techniques and explore supervised and deep learning to become a scientist.
Experienced builders who need a deeper technical track.
85 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control
Learners who want structure, deadlines, and instructor momentum.
5 hours
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
A machine learning scientist researches new approaches and builds machine learning models.
Experienced builders who need a deeper technical track.
65 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Master Python machine learning with this curated ML fundamentals course. Learn the science of prediction, pattern recognition, and deep learning.
Experienced builders who need a deeper technical track.
16 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAI's embedding model!
Experienced builders who need a deeper technical track.
3 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Dive deep into the principles and best practices of prompt engineering to leverage powerful language models like ChatGPT to solve real-world problems.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
In this course, you'll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.
Learners who want structure, deadlines, and instructor momentum.
5 hours
Live
Advanced
Certificate available
English (US)
recent
Official-source checked
Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Train and fine-tune the latest AI models for production, including LLMs like Llama 3. Start your journey to becoming an AI Engineer today!
Learners who want structure, deadlines, and instructor momentum.
40 hours
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn essential AI ideas, dive into models like ChatGPT, and decode generative AI secrets to navigate the dynamic AI landscape.
Experienced builders who need a deeper technical track.
10 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Understand the fundamentals of Machine Learning and how it's applied in the business world.
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Start your journey developing AI-powered applications with the OpenAI API. Learn about the functionality that underpins popular AI applications like ChatGPT.
Learners who want structure, deadlines, and instructor momentum.
3 hours
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
This two-hour introduction to machine learning course teaches the essential ML concepts. Topics include machine learning vocabulary, models, and deep learning.
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Discover how to build AI-powered applications using LLMs, prompts, chains, and agents in LangChain.
Experienced builders who need a deeper technical track.
3 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Discover the full potential of LLMs with our conceptual course covering LLM applications, training methodologies, ethical considerations, and latest research.
Experienced builders who need a deeper technical track.
2 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Leverage the OpenAI API to get your AI applications ready for production.
Experienced builders who need a deeper technical track.
3 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Explore what AI is and how to use it responsibly for smarter, more productive work!
Learners who want structure, deadlines, and instructor momentum.
2 hours
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
This course teaches the big ideas in machine learning: how to build and evaluate predictive models, how to tune them for performance, and how to preprocess data
Learners who want structure, deadlines, and instructor momentum.
4 hours
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn to implement and schedule data engineering workflows by adding scheduling, error handling, and reporting using Airflow and Airflow DAGs in Python.
Learners who want structure, deadlines, and instructor momentum.
4 hours
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
This course covers everything you need to know to build a basic machine learning monitoring system in Python
Experienced builders who need a deeper technical track.
3 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn the nuts and bolts of LLMs and the revolutionary transformer architecture they are based on!
Experienced builders who need a deeper technical track.
3 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
This course focuses on feature engineering and machine learning for time series data.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Get started with ChatGPT! Learn how to write simple prompts and use AI safely to boost creativity and productivity.
Learners who want structure, deadlines, and instructor momentum.
1 hour
Live
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn Python for beginners in this Python basics course. Discover how to use Python for data science, storing and manipulating data for analysis.
Experienced builders who need a deeper technical track.
4 hours
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Discover what data science is, why it's so popular, and learn how to do it with hand-on exercises. There is no code required in this introductory course.
Learners who want structure, deadlines, and instructor momentum.
2 hours
Live
Advanced
Certificate available
English (US)
recent
Official-source checked
Learn how Karpathy's AutoResearch runs 100+ ML experiments overnight on a single GPU. Covers the three-file architecture, ratchet loop, results, and limitations.
First-time learners who want a credible starting point without cost friction.
10 minutes
Self paced
Foundation
Certificate not stated
English
recent
Official-source checked
Choose from 666 interactive courses. Complete hands-on exercises and follow short videos from expert instructors. Start learning for free and grow your skills!
Experienced builders who need a deeper technical track.
1 hour
Self paced
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Learn how to meet EU AI Act Article 4 requirements with DataCamp’s role-based AI literacy guide. Build compliance, governance, and workforce readiness.
Learners who want structure, deadlines, and instructor momentum.
Self paced
Live
Advanced
Certificate not stated
English
recent
Official-source checked