• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • U

    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Applied Mathematics, Data Science, Graphing, General Mathematics, Data Analysis, Statistical Methods, Mathematical Theory & Analysis, Derivatives, Probability & Statistics

    ★ 4.5 (484) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Journey Design and Orchestration

    Skills you'll gain: Campaign Management, Personalized Campaigns, Cross-Channel Marketing, Campaign Planning, Email Marketing, Digital Marketing Campaigns, Content Performance Analysis, AI Personalization, Journey Mapping, Social Media Campaigns, Data-Driven Marketing, Advertising Mail, Customer Engagement, Communication Planning, Performance Analysis, Customer Insights, Driving engagement, Marketing Budgets, Marketing Analytics, Power BI

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Hedge Funds Mastery: Strategies, Risk & Accounting

    Skills you'll gain: Hedge Accounting, Derivatives, Private Equity, Portfolio Risk, Risk Modeling, Loans, Risk Management, Regression Analysis, Accounting, Fund Accounting, Risk Analysis, Investment Management, Accounting Records, Revenue Recognition, Financial Reporting, Financial Accounting, Case Studies, Financial Analysis, Performance Measurement, Portfolio Management

    ★ 4.9 (80) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • L

    LearnKartS

    Linux Foundations

    Skills you'll gain: Linux, Red Hat Enterprise Linux, Linux Administration, Linux Commands, Linux Servers, Unix Commands, Command-Line Interface, Unix Shell, File Systems, Shell Script, OS Process Management, File Management, Operating Systems, Authorization (Computing), Software Installation, Virtual Machines, User Accounts, Virtualization, Process Management, IT Automation

    Beginner · Course · 1 - 4 Weeks

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

    Chris Croft Training

    Project Management Fundamentals

    Skills you'll gain: Project Risk Management, Risk Analysis, Project Schedules, Risk Management, Timelines, Project Planning, Project Performance, Work Breakdown Structure, Project Scoping, Project Management Life Cycle, Project Management, Project Implementation, Project Design, Project Management Software, Milestones (Project Management), Project Estimation, Project Management Institute (PMI) Methodology, Project Documentation, Project Management Office (PMO), Project Finance

    Mixed · Course · 1 - 3 Months

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

    Packt

    Microservices with Spring Boot and Spring Cloud

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, OAuth, Istio, Microservices, Spring Framework, API Gateway, Spring Boot, Cloud-Native Computing, Restful API, CI/CD, Authentications, Prometheus (Software), Application Programming Interface (API), Data Persistence, Software Architecture, Java, Solution Architecture, Resilience

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
  • S

    Sage Publications

    Tactics, Ethics, and Future Trends in Social Media Marketing

    Skills you'll gain: Social Media Strategy, Digital Media Strategy, Paid media, Social Media Marketing, Social Media, Social Media Management, Social Media Content, Service Recovery, Social Media Analytics, Marketing Communications, Digital Marketing, Employee Engagement, Earned Media, Marketing, Consumer Behaviour, Customer Complaint Resolution, Brand Management, Brand Loyalty, Drive Engagement, Content Creation

    Beginner · Course · 3 - 6 Months

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

    Cisco Learning and Certifications

    Network Security

    Skills you'll gain: Network Security, Vulnerability Assessments, Infrastructure Security, Network Infrastructure, Threat Modeling, Network Monitoring, Distributed Denial-Of-Service (DDoS) Attacks, IT Security Architecture, Firewall, Authorization (Computing), Cybersecurity, Role-Based Access Control (RBAC), TCP/IP, Network Protocols, Identity and Access Management, Security Controls, Malware Protection, Network Model, Exploitation techniques

    ★ 4.8 (740) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • É

    École Polytechnique

    Density Functional Theory

    Skills you'll gain: Semiconductors, Materials science, Differential Equations, Integral Calculus, Numerical Analysis, Linear Algebra, Derivatives, Applied Mathematics, Chemistry, Physics

    ★ 4.8 (255) · Advanced · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Madecraft

    How to Budget on a Starting Salary

    Skills you'll gain: Budgeting, Budget Management, Prioritization, Expense Management, Cost Management, Cost Reduction, Investments, Cost Control, General Finance, Accounting and Finance Software, Cost Containment, Financial Planning, Financial Management, Financial Acumen, Payroll, Personal Development, Income Statement, Spreadsheet Software

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Oracle SQL Performance Tuning

    Skills you'll gain: Oracle Databases, Performance Tuning, SQL, Query Languages, Database Management, Database Management Systems, Databases

    ★ 4.8 (91) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Data Quality Monitoring and Prevention

    Skills you'll gain: Data Quality, Data Cleansing, Data Pipelines, Data Processing, Data Integrity, Data Integration, Data Validation, Data Transformation, Extract, Transform, Load, Data Preprocessing, Data Mapping, Problem Management, Exploratory Data Analysis, Analysis, Data Import/Export, Continuous Monitoring, Systems Analysis, Debugging, Dependency Analysis, Risk Modeling

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
1…201202203…834

In summary, here are 10 of our most popular applied machine learning courses

  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Journey Design and Orchestration: Microsoft
  • Hedge Funds Mastery: Strategies, Risk & Accounting: EDUCBA
  • Linux Foundations: LearnKartS
  • Project Management Fundamentals: Chris Croft Training
  • Microservices with Spring Boot and Spring Cloud: Packt
  • Tactics, Ethics, and Future Trends in Social Media Marketing: Sage Publications
  • Network Security: Cisco Learning and Certifications
  • Density Functional Theory: École Polytechnique
  • How to Budget on a Starting Salary: Madecraft

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

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
  • Udemy

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
  • Cookies Preference Center
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