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Use curated collections for fast entry, then narrow the catalog with the filter rail when you need precise fit.
Zero-cost paths for first-pass exploration.
Recently verified courses from the live catalog.
Courses for learners building core AI fluency.
Agent systems, workflow orchestration, and practical tooling.
Quick-hit courses for a focused weekend sprint.
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
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
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
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
Learn how to provision and call the new Microsoft MAI models, MAI-Transcribe-1, MAI-Voice-1, MAI-Image-2, and build a Streamlit demo app with real API calls.
Learners who want structure, deadlines, and instructor momentum.
10 hours
Live
Google's Managed Agents let you deploy autonomous agents with a single API call. Learn how to build one that analyzes data, runs Python, and generates charts.
Learners who want structure, deadlines, and instructor momentum.
7 days
Live
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
Master generative AI with Microsoft Copilot courses on DataCamp—interactive, expert-curated training to boost productivity in Microsoft 365.
Experienced builders who need a deeper technical track.
1 hour
Self paced
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
Run Qwen3.6 27B on an RTX 3090 and learn how Multi-Token Prediction (MTP) with llama.cpp can boost local LLM inference by almost 2x without upgrading your GPU.
Experienced builders who need a deeper technical track.
26 hours
Self paced
Master the Ollama Python SDK for local LLM development. Learn to generate text, handle multi-turn chats, use vision models, and build AI apps securely.
Experienced builders who need a deeper technical track.
26 hours
Self paced
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
English (US)
stale
Official-source checked
Advanced
Certificate not stated
English (US)
stale
Official-source checked
Advanced
Certificate not stated
English (US)
stale
Official-source checked
Advanced
Certificate available
English (US)
stale
Official-source checked
Advanced
Certificate not stated
English
stale
Official-source checked
Intermediate
Certificate not stated
English
fresh
Official-source checked
Advanced
Certificate not stated
English (US)
stale
Official-source checked
Advanced
Certificate not stated
English (US)
recent
Official-source checked
Advanced
Certificate not stated
English (US)
stale
Official-source checked
Advanced
Certificate not stated
English
recent
Official-source checked
Advanced
Certificate not stated
English
stale
Official-source checked
Intermediate
Certificate not stated
English
stale
Official-source checked