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GoogleCourse
Introduction to Machine Learning
Understand what ML can do before you begin writing code.
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GoogleCourse
Machine Learning Crash Course
Work through model, data and evaluation concepts with interactive material.
Free materials
Public course materials; no formal course certification.
Suggested level
Intermediate
Before starting
Python, NumPy/pandas and basic algebra for exercises
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KaggleCourse
Python
Practice Python fundamentals used in data and AI work.
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KaggleCourse
Intro to Machine Learning
Build an initial predictive model and evaluate its output.
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KaggleCourse
Pandas
Practice manipulating tabular data for analysis and modeling.
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KaggleCourse
Intro to Deep Learning
Explore neural networks with practical training exercises.
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Hugging FaceCourse
AI Agents Course
Study agent systems and apply concepts through projects.
Free course
Course and certificate process are free. Optional services may cost extra.
Suggested level
Intermediate
Before starting
Basic Python and LLM knowledge
Time
About 3–4 hours per chapter
Credential
Free provider certificates with required assignments
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Hugging FaceCourse
LLM Course
Learn to use language models and the Hugging Face ecosystem.
Free course
Provider states that the course is free.
Suggested level
Intermediate
Before starting
Good Python; introductory deep learning recommended
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MicrosoftCourse
Generative AI for Beginners
Connect generative AI concepts to application-building examples.
Free materials
Public curriculum. API/cloud exercise costs are separate.
Suggested level
Intermediate
Before starting
Python or TypeScript helps with build lessons
Time
Self-paced; 21 lessons
Credential
No certificate verified
Account
GitHub account to fork; service accounts for hosted APIs
Labs / compute
Cloud/API usage may cost money; local options vary
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MicrosoftCourse
AI for Beginners
Explore AI foundations, neural networks and practical notebooks.
Free materials
Open curriculum; running exercises depends on your environment.
Suggested level
Intermediate
Before starting
Programming and basic mathematics help
Time
24 lessons; provider suggests 12 weeks
Credential
No certificate verified
Account
GitHub account for forks; hosted services may require accounts
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NVIDIADirectory
Explore NVIDIA’s free training
Find selected self-paced training across AI and related technologies.
Free options
Provider directory, not one course. Check the specific course’s price and lab access.
Suggested level
All levels
Before starting
Varies by selected course
Time
Varies by selected course
Credential
Available on selected courses
Account
Varies by course
Labs / compute
Labs, subscriptions and exams may have separate costs
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IBMDirectory
Explore SkillsBuild AI learning
Browse AI literacy and practical technology learning from IBM.
Free options
SkillsBuild advertises free learning. Check eligibility and account requirements per item.
Suggested level
All levels
Before starting
Varies by selected course
Time
Varies by selected course
Credential
Selected digital credentials
Account
Varies by course
Labs / compute
Labs, subscriptions and exams may have separate costs
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AWSDirectory
Explore Skill Builder AI training
Find AI fundamentals and cloud-oriented learning from AWS.
Free options
Filter to free resources. Additional immersive experiences may require a subscription.
Suggested level
All levels
Before starting
Varies by selected course
Time
Varies by selected course
Credential
Confirm on each course; exams separate
Account
Varies by course
Labs / compute
Labs, subscriptions and exams may have separate costs
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Provider names identify original sources; no partnership is implied. Suggested difficulty is an editorial guide. Prices and access can change. Directory links are separate from individual course counts.
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