• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
Log In
Join for Free
  • Browse
  • 機器學習基石下 Machine Learning Foundations Algorithmic Foundations

Results for "機器學習基石下 (machine learning foundations)---algorithmic foundations"


  • Status: New
    New
    Status: Free
    Free
    D

    DeepLearning.AI

    Intro to Federated Learning

    Skills you'll gain: Large Language Modeling, PyTorch (Machine Learning Library), Secure Coding, Personally Identifiable Information, Information Privacy, Distributed Computing, Machine Learning

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Production Machine Learning Systems

    Skills you'll gain: MLOps (Machine Learning Operations), Systems Design, Tensorflow, Hybrid Cloud Computing, Google Cloud Platform, Systems Architecture, Performance Tuning, Applied Machine Learning, Machine Learning, Distributed Computing, Scalability, Data Pipelines

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1K reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Foundations of Autonomous Systems

    Skills you'll gain: Computational Logic, Mathematical Modeling, Theoretical Computer Science, Verification And Validation, System Requirements, Automation, Software Systems, Mechanical Engineering, Systems Analysis, Systems Engineering, Agentic systems, Applied Mathematics, Control Systems, System Design and Implementation, Simulations, Differential Equations, Computer Science, Hardware Architecture, Artificial Intelligence, Algorithms

    Build toward a degree

    3.6
    Rating, 3.6 out of 5 stars
    ·
    31 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Fundraising and Development Foundations

    Skills you'll gain: Fundraising, Grant Writing, Prospecting and Qualification, Philanthropy, Proposal Writing, Campaign Management, Business Writing, Ethical Standards And Conduct, Relationship Management, Communication Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    329 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Machine Learning for Marketers

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Machine Learning, Regression Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of Modern C++

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Development Environment, Computer Programming, Microsoft Visual Studio, Programming Principles, Apple Xcode, Software Installation, Data Structures, Performance Tuning, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Big Data, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Probability Distribution, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.4K reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    A

    Adobe

    AI Foundations for Creativity

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Creativity, Prompt Engineering, Ideation, Brainstorming, Adobe Creative Cloud, Artificial Intelligence, Innovation, Design Thinking, Content Creation, Scalability, Multimedia, Storytelling, Visual Design, Content Strategy

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Wharton Business Foundations Capstone

    Skills you'll gain: Peer Review, Project Design, Business, Analysis, Business Planning, Marketing Strategy and Techniques, Marketing, Business Analysis, Competitive Analysis, Strategic Thinking, Constructive Feedback, Business Strategy, Accounting, Report Writing, Finance, Financial Accounting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    402 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Melbourne

    Foundations of International Psychiatry

    Skills you'll gain: Mental Status Examination, Psychiatry, Medical History Documentation, Healthcare Ethics, Psychosocial Assessments, Mental and Behavioral Health, Patient Communication, Cultural Sensitivity, Patient Evaluation, Interpersonal Communications, Interviewing Skills, Rapport Building

    4.7
    Rating, 4.7 out of 5 stars
    ·
    197 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Programming and Application Foundations

    Skills you'll gain: Web Development, Database Design, Relational Databases, Web Applications, Web Development Tools, Databases, Full-Stack Web Development, Application Deployment, Server Side, HTML and CSS, Back-End Web Development, Application Development, Cloud Applications, Front-End Web Development, JavaScript Frameworks, Web Servers, Scripting, Javascript, Network Protocols, Cloud Computing

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Algorithmic Thinking (Part 2)

    Skills you'll gain: Computational Thinking, Algorithms, Bioinformatics, Data Structures, Big Data, Python Programming, Data Analysis, Machine Learning Algorithms, Unsupervised Learning, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    218 reviews

    Intermediate · Course · 1 - 4 Weeks

1…232425…586

In summary, here are 10 of our most popular 機器學習基石下 (machine learning foundations)---algorithmic foundations courses

  • Intro to Federated Learning: DeepLearning.AI
  • Production Machine Learning Systems: Google Cloud
  • Foundations of Autonomous Systems: University of Colorado Boulder
  • Fundraising and Development Foundations: University of California, Davis
  • Machine Learning for Marketers: University of Colorado System
  • Foundations of Modern C++: Packt
  • Machine Learning: Clustering & Retrieval: University of Washington
  • AI Foundations for Creativity: Adobe
  • Wharton Business Foundations Capstone: University of Pennsylvania
  • Foundations of International Psychiatry: The University of Melbourne

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