Education & Learning Courses

AI and Big Data in Health

Leeds's AI and big data course for healthcare.

★★★★★

Provider: University of Leeds

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 weeks at 3 hr/week

Certificate: Yes - Paid ($74)

Price: Free

Real-World Examples: Analyze health data trends

Platform Format: Video Lectures + Activities

#ai #bigdata #healthcare

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AI and Climate Change

Oxford's AI course on tackling climate change.

★★★★★

Provider: University of Oxford

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 weeks at 3 hr/week

Certificate: Yes - Paid ($74)

Price: Free

Real-World Examples: Model climate impacts

Platform Format: Video Lectures + Activities

#ai #climate #oxford

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AI and Law

Lund's intro to AI and legal implications.

★★★★★

Provider: Lund University

Difficulty: 1 - Beginner

Time Commitment: ~3 hours

Certificate: Yes - Paid ($74)

Price: Free

Real-World Examples: Analyze legal documents

Platform Format: Video Lectures + Activities

#ai #law #lund

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AI Essentials

Microsoft's AI fundamentals with Azure tools for beginners.

★★★★★

Provider: Microsoft

Difficulty: 1 - Beginner

Time Commitment: ~3 hours

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Create AI solutions with Azure

Platform Format: Video Lectures + Modules

#ai #azure #microsoft

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AI Ethics

Michigan's AI ethics course: fairness and accountability.

★★★★★

Provider: University of Michigan

Difficulty: 1 - Beginner

Time Commitment: ~8 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Assess AI bias in hiring

Platform Format: Video Lectures + Quizzes

#ai #ethics #michigan

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AI Ethics and Societal Challenges

Lund's take on AI ethics and its societal challenges.

★★★★★

Provider: Lund University

Difficulty: 1 - Beginner

Time Commitment: ~4 weeks at 3-5 hr/week

Certificate: Yes - Paid ($149)

Price: Free

Real-World Examples: Evaluate AI ethics in healthcare

Platform Format: Video Lectures + Quizzes

#ai #ethics #lund

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AI for Anyone

Google's simple AI intro for non-experts, demystified.

★★★★★

Provider: Google

Difficulty: 1 - Beginner

Time Commitment: ~20 minutes

Certificate: No

Price: Free

Real-World Examples: Understand AI in daily life

Platform Format: Video Lectures

#ai #google #nontechnical

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AI for Beginners

Microsoft's guide to AI basics, covering neural networks and ML for novices.

★★★★★

Provider: Microsoft

Difficulty: 1 - Beginner

Time Commitment: ~10 hours

Certificate: No

Price: Free

Real-World Examples: Build chatbots for Microsoft apps

Platform Format: Text + Videos

#ai #microsoft #beginners

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AI for Creative Problem Solving

Illinois's AI course for creative problem-solving.

★★★★★

Provider: University of Illinois

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 weeks at 3-5 hr/week

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Solve creative tasks with AI

Platform Format: Video Lectures + Activities

#ai #creativity #illinois

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AI for Decision Making

Penn's AI course for better decision-making.

★★★★★

Provider: University of Pennsylvania

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~10 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Optimize supply chain decisions

Platform Format: Video Lectures + Quizzes

#ai #decisionmaking #penn

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AI for Environmental Science

Queensland's AI for environmental science.

★★★★★

Provider: University of Queensland

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 weeks at 3 hr/week

Certificate: Yes - Paid ($74)

Price: Free

Real-World Examples: Monitor environmental data

Platform Format: Video Lectures + Activities

#ai #environment #queensland

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AI for Everyone

SAS's free AI intro for all, covering key concepts.

★★★★★

Provider: SAS

Difficulty: 1 - Beginner

Time Commitment: ~2 hours

Certificate: No

Price: Free

Real-World Examples: Optimize business processes

Platform Format: Video Lectures

#ai #sas #beginners

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AI for Everyone

Udacity's AI intro, accessible to all learners.

★★★★★

Provider: Udacity

Difficulty: 1 - Beginner

Time Commitment: ~3 hours

Certificate: No

Price: Free

Real-World Examples: Apply AI to daily tasks

Platform Format: Video Lectures

#ai #udacity #beginners

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AI for Everyone

Andrew Ng's AI intro for non-tech folks, unpacking key concepts.

★★★★★

Provider: DeepLearning.AI

Difficulty: 1 - Beginner

Time Commitment: ~6 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Apply AI to business decisions

Platform Format: Video Lectures

#ai #nontechnical #coursera

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AI for Healthcare

Manchester's AI course for healthcare, like diagnostics.

★★★★★

Provider: University of Manchester

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 weeks at 3 hr/week

Certificate: Yes - Paid ($74)

Price: Free

Real-World Examples: Diagnose diseases using AI models

Platform Format: Video Lectures + Activities

#ai #healthcare #manchester

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AI for Medical Diagnosis

DeepLearning.AI's AI for medical diagnostics.

★★★★★

Provider: DeepLearning.AI

Difficulty: 3 - Intermediate

Time Commitment: ~4 weeks at 5-7 hr/week

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Diagnose medical conditions

Platform Format: Video Lectures + Quizzes

#ai #medicine #deeplearning

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AI for Nonprofits

TechSoup's AI intro for nonprofit impact.

★★★★★

Provider: TechSoup

Difficulty: 1 - Beginner

Time Commitment: ~2 hours

Certificate: No

Price: Free

Real-World Examples: Improve nonprofit outreach

Platform Format: Video Lectures

#ai #nonprofits #techsoup

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AI for Project Managers

PMI's AI intro for project management.

★★★★★

Provider: Project Management Institute

Difficulty: 1 - Beginner

Time Commitment: ~3 hours

Certificate: Yes - Paid ($149)

Price: Free

Real-World Examples: Optimize project schedules

Platform Format: Video Lectures + Modules

#ai #projectmanagement #pmi

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AI for Social Good

Toronto's AI course for social good projects.

★★★★★

Provider: University of Toronto

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 weeks at 3-5 hr/week

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Solve social issues with AI

Platform Format: Video Lectures + Projects

#ai #socialgood #toronto

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AI Foundations

IBM's AI foundations, broad and beginner-friendly.

★★★★★

Provider: IBM

Difficulty: 1 - Beginner

Time Commitment: ~10 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Solve business problems

Platform Format: Video Lectures + Quizzes

#ai #ibm #foundations

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AI Foundations for Everyone

AWS AI basics for non-tech learners, simply explained.

★★★★★

Provider: AWS

Difficulty: 1 - Beginner

Time Commitment: ~2 hours

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Forecast sales on AWS

Platform Format: Video Lectures + Modules

#ai #aws #beginners

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AI Fundamentals for Non-Data Scientists

UC Davis's AI basics for non-data pros, simplified.

★★★★★

Provider: University of California, Davis

Difficulty: 1 - Beginner

Time Commitment: ~6 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Apply AI to business cases

Platform Format: Video Lectures

#ai #nondata #ucdavis

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AI in Education

UNESCO's AI intro for educational settings.

★★★★★

Provider: UNESCO

Difficulty: 1 - Beginner

Time Commitment: ~3 hours

Certificate: Yes - Paid ($149)

Price: Free

Real-World Examples: Enhance learning with AI

Platform Format: Video Lectures + Resources

#ai #education #unesco

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AI in Practice

Delft's practical AI course with real-world projects.

★★★★★

Provider: Delft University of Technology

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~6 weeks at 4-6 hr/week

Certificate: Yes - Paid ($149)

Price: Free

Real-World Examples: Apply AI to business problems

Platform Format: Video Lectures + Projects

#ai #applications #delft

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Artificial Intelligence for Beginners

Alison's free AI intro: history, apps, and trends.

★★★★★

Provider: Alison

Difficulty: 1 - Beginner

Time Commitment: ~3 hours

Certificate: Yes - Free Certificate

Price: Free

Real-World Examples: Analyze simple datasets

Platform Format: Video Lectures + Quizzes

#ai #beginners #history

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Building AI

Hands-on course to build AI projects, from Helsinki Uni.

★★★★★

Provider: University of Helsinki

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~6 weeks at 5-10 hr/week

Certificate: Yes - Free Certificate

Price: Free

Real-World Examples: Design AI tools for small businesses

Platform Format: Video Lectures + Projects

#ai #projects #helsinki

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CS50: Introduction to AI with Python

Harvard's CS50 teaches AI with Python: search, ML, and more.

★★★★★

Provider: Harvard University

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~7 weeks at 10-30 hr/week

Certificate: Yes - Paid ($149)

Price: Free

Real-World Examples: Create AI agents for games using Python

Platform Format: Video Lectures + Assignments

#ai #python #harvard

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Elements of AI

Free course on AI basics and its societal impact, perfect for non-tech learners.

★★★★★

Provider: University of Helsinki

Difficulty: 1 - Beginner

Time Commitment: ~6 weeks at 5-10 hr/week

Certificate: Yes - Free Certificate

Price: Free

Real-World Examples: Analyze societal AI impacts in policy

Platform Format: Video Lectures + Quizzes

#ai #beginners #society

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Generative AI Explained

NVIDIA explains generative AI, concepts simplified.

★★★★★

Provider: NVIDIA

Difficulty: 1 - Beginner

Time Commitment: ~2 hours

Certificate: Yes - Free Certificate

Price: Free

Real-World Examples: Create AI-generated content

Platform Format: Video Lectures

#generativeai #nvidia #intro

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Generative AI with LLMs

DeepLearning.AI's intro to generative AI and LLMs.

★★★★★

Provider: DeepLearning.AI

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~5 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Generate text with LLMs

Platform Format: Video Lectures + Labs

#generativeai #llms #deeplearning

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Introduction to AI Algorithms

Khan's intro to AI algorithms, beginner-friendly.

★★★★★

Provider: Khan Academy

Difficulty: 1 - Beginner

Time Commitment: ~2 hours

Certificate: No

Price: Free

Real-World Examples: Solve AI puzzles

Platform Format: Video Lessons

#ai #algorithms #khan

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Introduction to AI and Machine Learning

Codecademy's interactive AI and ML intro with coding.

★★★★★

Provider: Codecademy

Difficulty: 1 - Beginner

Time Commitment: ~10 hours

Certificate: Yes - Paid ($19.99/month)

Price: Free

Real-World Examples: Build basic ML models

Platform Format: Interactive Lessons + Videos

#ai #ml #codecademy

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Introduction to AI for Cybersecurity

IBM's AI intro for cybersecurity applications.

★★★★★

Provider: IBM

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~3 hours

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Detect cyber threats

Platform Format: Video Lectures + Modules

#ai #cybersecurity #ibm

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Introduction to AI for Educators

Intel's AI tools and lessons for educators to teach tech.

★★★★★

Provider: Intel

Difficulty: 1 - Beginner

Time Commitment: ~3 hours

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Teach AI concepts in classrooms

Platform Format: Video Lectures + Resources

#ai #education #intel

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Introduction to AI in Agriculture

Wageningen's AI intro for agriculture applications.

★★★★★

Provider: Wageningen University & Research

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 weeks at 3 hr/week

Certificate: Yes - Paid ($74)

Price: Free

Real-World Examples: Predict crop yields

Platform Format: Video Lectures + Activities

#ai #agriculture #wageningen

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Introduction to AI in Manufacturing

Autodesk's AI intro for manufacturing uses.

★★★★★

Provider: Autodesk

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 hours

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Automate factory processes

Platform Format: Video Lectures + Labs

#ai #manufacturing #autodesk

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Introduction to Artificial Intelligence

Simplilearn's free AI intro for beginners.

★★★★★

Provider: Simplilearn

Difficulty: 1 - Beginner

Time Commitment: ~2 hours

Certificate: No

Price: Free

Real-World Examples: Analyze basic datasets

Platform Format: Video Lectures

#ai #beginners #simplilearn

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Introduction to Artificial Intelligence

MIT's open AI course on neural nets and search.

★★★★★

Provider: MIT

Difficulty: 3 - Intermediate

Time Commitment: Self-paced (~12 weeks)

Certificate: No

Price: Free

Real-World Examples: Optimize logistics with AI search

Platform Format: Video Lectures + Notes

#ai #mit #neuralnetworks

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Introduction to Artificial Intelligence

Penn's beginner AI course on history, apps, and ethics.

★★★★★

Provider: University of Pennsylvania

Difficulty: 1 - Beginner

Time Commitment: ~12 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Automate decision-making in logistics

Platform Format: Video Lectures + Quizzes

#ai #history #ethics

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Introduction to Generative AI

Beginner-friendly intro to generative AI, exploring GANs and VAEs with Google Cloud labs.

★★★★★

Provider: Google

Difficulty: 1 - Beginner

Time Commitment: ~1 hour

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Generate text with GANs in Google Cloud apps

Platform Format: Video Lectures + Labs

#generativeai #google #cloud

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Introduction to Machine Learning

Kaggle's ML intro with practical coding exercises.

★★★★★

Provider: Kaggle

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 hours

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Predict house prices

Platform Format: Interactive Lessons + Videos

#ml #kaggle #coding

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Introduction to Machine Learning

DataCamp's ML basics with interactive lessons.

★★★★★

Provider: DataCamp

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 hours

Certificate: Yes - Paid ($19.99/month)

Price: Free

Real-World Examples: Forecast sales data

Platform Format: Interactive Lessons + Videos

#ml #datacamp #basics

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Introduction to Responsible AI

Google's course on responsible AI, ethics, and fairness.

★★★★★

Provider: Google

Difficulty: 1 - Beginner

Time Commitment: ~1 hour

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Ensure AI fairness in apps

Platform Format: Video Lectures + Labs

#ai #ethics #google

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Machine Learning

Stanford's ML course on algorithms and data analysis with MATLAB.

★★★★★

Provider: Stanford University

Difficulty: 3 - Intermediate

Time Commitment: ~11 weeks at 5-7 hr/week

Certificate: Yes - Paid ($79)

Price: Free

Real-World Examples: Predict housing prices with ML models

Platform Format: Video Lectures + Assignments

#ml #stanford #algorithms

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Machine Learning

Udacity's ML course with practical exercises.

★★★★★

Provider: Udacity

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~3 months at 5-10 hr/week

Certificate: No

Price: Free

Real-World Examples: Predict business outcomes

Platform Format: Video Lectures + Projects

#ml #udacity #practical

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Machine Learning Foundations

Washington's ML foundations: algorithms and data basics.

★★★★★

Provider: University of Washington

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~15 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Predict student outcomes

Platform Format: Video Lectures + Exercises

#ml #algorithms #washington

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Machine Learning Foundations

AWS intro to ML, focusing on cloud tools for building models.

★★★★★

Provider: AWS

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 hours

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Predict customer behavior on AWS

Platform Format: Video Lectures + Modules

#ml #aws #cloud

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Machine Learning with Python

FreeCodeCamp's full ML tutorial with Python, theory to practice.

★★★★★

Provider: FreeCodeCamp

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~5 hours

Certificate: No

Price: Free

Real-World Examples: Predict trends with Python ML

Platform Format: Video Lectures

#ml #python #freecodecamp

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Probabilistic Programming and AI

MIT's intro to probabilistic programming in AI.

★★★★★

Provider: MIT

Difficulty: 4 - Advanced

Time Commitment: Self-paced (~12 weeks)

Certificate: No

Price: Free

Real-World Examples: Model uncertainty in AI

Platform Format: Video Lectures + Notes

#probabilistic #ai #mit

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Reinforcement Learning Basics

DeepMind's reinforcement learning basics video.

★★★★★

Provider: DeepMind

Difficulty: 3 - Intermediate

Time Commitment: ~3 hours

Certificate: No

Price: Free

Real-World Examples: Train AI for games

Platform Format: Video Lectures

#rl #deepmind #basics

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Techniques in Artificial Intelligence

MIT's Bayesian AI methods, open and detailed.

★★★★★

Provider: MIT

Difficulty: 4 - Advanced

Time Commitment: Self-paced (~12 weeks)

Certificate: No

Price: Free

Real-World Examples: Optimize AI decision systems

Platform Format: Video Lectures + Notes

#bayesian #ai #mit

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