• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Machine Learning Foundations A Case Study Approach

Results for "machine learning foundations: a case study approach"


  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM Generative AI Engineering

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LangChain, Model Evaluation, Prompt Patterns, Retrieval-Augmented Generation, Data Wrangling, Supervised Learning, LLM Application, Unsupervised Learning, PyTorch (Machine Learning Library), Exploratory Data Analysis, Generative Model Architectures, Data Analysis, Keras (Neural Network Library), Predictive Modeling, Convolutional Neural Networks, Generative AI, Jupyter, Flask (Web Framework)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    98K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Introducción a Facebook Ads Manager

    Skills you'll gain: Target Audience, Advertising Campaigns, Marketing Budgets, Advertising, Social Media Management, Social Media, Budget Management, Social Media Marketing, Digital Advertising, Social Media Campaigns

    4.3
    Rating, 4.3 out of 5 stars
    ·
    38 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    A

    American Museum of Natural History

    The Dynamic Earth: A Course for Educators

    Skills you'll gain: Physical Science, Environment, Hazard Analysis, Spatial Data Analysis, Geographic Information Systems, General Science and Research, Environmental Science, Scientific Methods

    4.7
    Rating, 4.7 out of 5 stars
    ·
    229 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Cape Town

    Becoming a changemaker: Introduction to Social Innovation

    Skills you'll gain: Design Thinking, Social Impact, Human Centered Design, Innovation, Creative Thinking, Community Development, Resourcefulness, Systems Thinking, Sustainable Development, Diversity and Inclusion, Complex Problem Solving, Empowerment, Entrepreneurship, Organizational Structure, Personal Development, Resilience

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.6K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Introducción a Git y GitLab

    Skills you'll gain: Version Control, GitLab, Continuous Integration, Software Versioning, CI/CD, Git (Version Control System), Software Development Tools, Javascript

    4.2
    Rating, 4.2 out of 5 stars
    ·
    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    Career Options: Exploring a New Career

    Skills you'll gain: Planning, Professional Networking, Business Research, Goal Setting, Personal Development, Market Research, Adaptability, Self-Awareness, Market Analysis, Decision Making, Creativity, Trend Analysis

    4.1
    Rating, 4.1 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Natural Language Processing - Deep Learning Models in Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Intro to Generative AI: A Beginner's Primer on Core Concepts

    Skills you'll gain: Responsible AI, Google Gemini, LLM Application, AI Enablement, AI Product Strategy, Stakeholder Analysis, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera Classroom

    Versioning a Course on Coursera

    Skills you'll gain: Version Control, Quality Assurance, Learning Management Systems, Change Control

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Houston

    A Brief History of Human Spaceflight

    Skills you'll gain: Ancient History, Aerospace Basic Quality System Standards, Global Positioning Systems, Human Factors, Timelines, Engineering, Scientific, and Technical Instruments, European History, Physical Science, Experimentation, Radiation Protection

    4.4
    Rating, 4.4 out of 5 stars
    ·
    435 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Programación Orientada a Objetos con Python

    Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Software Design, Test Driven Development (TDD), Unit Testing, Object Oriented Programming (OOP), Development Testing, Programming Principles, Software Quality (SQA/SQC), Software Development, Computer Programming, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    284 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Command Clinic Crises: Respond Like a Pro

    Skills you'll gain: Medical Office Procedures, Emergency Departments, Medical Emergency, Emergency Response, Triage, Urgent Care, Emergency Medicine, Patient Communication, Patient Coordination, Patient Safety, Incident Response, Communication Strategies, Stress Management

    Beginner · Course · 1 - 4 Weeks

1…103104105…834

In summary, here are 10 of our most popular machine learning foundations: a case study approach courses

  • IBM Generative AI Engineering: IBM
  • Introducción a Facebook Ads Manager: Coursera
  • The Dynamic Earth: A Course for Educators: American Museum of Natural History
  • Becoming a changemaker: Introduction to Social Innovation: University of Cape Town
  • Introducción a Git y GitLab: Coursera
  • Career Options: Exploring a New Career: Kennesaw State University
  • Natural Language Processing - Deep Learning Models in Python: Packt
  • Intro to Generative AI: A Beginner's Primer on Core Concepts: Google Cloud
  • Versioning a Course on Coursera: Coursera Classroom
  • A Brief History of Human Spaceflight: University of Houston

Skills you can learn in Leadership And Management

Leadership (53)
Project Management (30)
Plan (25)
Planning (24)
Modeling (17)
Analytics (16)
Human Resources (16)
Decision-making (15)
Change Management (14)
Innovation (14)
Negotiation (14)
Human Resource Management (13)

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok