• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Log In
Join for Free
  • Browse
  • Fundamental Concepts In Machine Learning

Results for "fundamental concepts in machine learning"


  • Status: Preview
    Preview
    U

    Universiteit Leiden

    International Law in Action: the Arbitration of International Disputes

    Skills you'll gain: Arbitration, Diplomacy, Legal Strategy, International Relations, Conflict Management, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    Lund University

    Working for a sustainable future: concepts and approaches

    Skills you'll gain: Sustainable Development, Systems Thinking, Sustainable Business, Sustainable Technologies, Sustainability Standards, Policy Development, Environmental Policy, Environmental Science, Climate Change Programs, Innovation, Environment and Resource Management, Natural Resource Management, Mathematical Modeling, Governance, Geospatial Information and Technology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    124 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Concepts fondamentaux de Google Cloud VMware Engine

    Skills you'll gain: Private Cloud, Cloud Infrastructure, Virtual Machines, VMware ESX Servers, Google Cloud Platform, Cloud Computing Architecture, Virtualization, Virtual Private Networks (VPN), Cloud Management, Data Storage Technologies, Cloud Services, Cloud Storage, General Networking

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Deep Learning for Healthcare

    Skills you'll gain: Deep Learning, Health Informatics, Image Analysis, Generative Model Architectures, Machine Learning, Applied Machine Learning, Health Care, Artificial Neural Networks, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Graph Theory, Computer Vision, Tensorflow, PyTorch (Machine Learning Library), Predictive Modeling, Medical Science and Research, Unsupervised Learning, Program Development, Big Data

    3.3
    Rating, 3.3 out of 5 stars
    ·
    49 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Cape Town

    Educating Deaf Children: Becoming an Empowered Teacher

    Skills you'll gain: Disabilities, Special Education, Cultural Responsiveness, Child Development, Teaching, Differentiated Instruction, Parent Communication, Advocacy, Non-Verbal Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    416 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Data Quality, Generative AI, Deep Learning, MLOps (Machine Learning Operations), Data Pipelines, Application Deployment, Artificial Neural Networks, Software Visualization, Computer Vision, Dimensionality Reduction, Natural Language Processing, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    28 reviews

    Intermediate · Professional Certificate · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado System

    AI for Healthcare Systems

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Machine Learning Algorithms, Data Governance, Health Systems, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Factors (Security), Generative AI Agents, Machine Learning, Health Technology, Health Information Management, Information Technology, Information Systems

    4.2
    Rating, 4.2 out of 5 stars
    ·
    18 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Learning with AI

    Skills you'll gain: Large Language Modeling, LLM Application, Learning Strategies, Education Software and Technology, AI Personalization, Lifelong Learning, Human Learning, Adult Learning Principles, Artificial Intelligence, Student-Centred Learning, Generative AI, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Smart Learning Design

    Skills you'll gain: Blended Learning, Interactive Learning, Instructional Design, Innovation, Learning Strategies

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universiteit Leiden

    International Humanitarian Law in Theory and Practice

    Skills you'll gain: Law, Regulation, and Compliance, Legal Proceedings, International Relations, Conflict Management, Child Welfare, Ethical Standards And Conduct, Legal Research, Case Law, Journalism, Research, Investigation, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Multimodal Literacies: Communication and Learning in the Era of Digital Media

    Skills you'll gain: Differentiated Instruction, Teaching, Instructional Strategies, Literacy, Pedagogy, Oral Expression, Education Software and Technology, Learning Strategies, Multimedia, Cultural Diversity, Language Learning, Digital Communications, Writing, Non-Verbal Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    176 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Learn SAP ABAP Fundamentals and Core Programming Concepts

    Skills you'll gain: Business Logic, SAP Applications, Business Reporting, Debugging, Programming Principles, Object Oriented Programming (OOP), User Interface (UI), Data Entry, Development Testing, User Interface (UI) Design, Maintainability, Development Environment, Data Structures

    3.8
    Rating, 3.8 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

1…505152…834

In summary, here are 10 of our most popular fundamental concepts in machine learning courses

  • International Law in Action: the Arbitration of International Disputes: Universiteit Leiden
  • Working for a sustainable future: concepts and approaches: Lund University
  • Concepts fondamentaux de Google Cloud VMware Engine: Google Cloud
  • Deep Learning for Healthcare: University of Illinois Urbana-Champaign
  • Educating Deaf Children: Becoming an Empowered Teacher: University of Cape Town
  • PyTorch for Deep Learning: DeepLearning.AI
  • AI for Healthcare Systems: University of Colorado System
  • Learning with AI: Politecnico di Milano
  • Smart Learning Design: Politecnico di Milano
  • International Humanitarian Law in Theory and Practice : Universiteit Leiden

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Share your Coursera learning story

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2025 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok