• 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


  • Status: Free Trial
    Free Trial
    P

    Packt

    Data Structures in JavaScript

    Skills you'll gain: Data Structures, Javascript, Application Programming Interface (API), Computer Programming, Data Access, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Ansible From Basics to Guru: Unit 4

    Skills you'll gain: Ansible, Kubernetes, Virtual Machines, Devops Tools, Containerization, Virtualization and Virtual Machines, IT Automation, Amazon Web Services, Microsoft Azure, Microsoft Windows, Network Administration, Amazon Elastic Compute Cloud

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Deploy and Optimize Cloud AI Architectures

    Skills you'll gain: Model Optimization, Cloud Computing Architecture, Cloud Management, Model Training, Cloud Infrastructure, Distributed Computing, Data Pipelines, Managed Services, Cost Management, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Liminal Thinking: Shaping Beliefs for Personal Growth

    Skills you'll gain: Adaptability, Empathy, Cognitive flexibility, Communication, Critical Thinking, Decision Making, Empowerment, Open Mindset, Learning Theory, Dealing With Ambiguity, Business Transformation, Growth Mindedness, Overcoming Obstacles, Self-Awareness, Change Management, Behavior Management, Leadership and Management

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    W

    Whizlabs

    Google Cloud SQL: Design, Deploy & Optimize Databases

    Skills you'll gain: Database Administration, Database Management, Relational Databases, SQL, Database Systems, Google Cloud Platform, Operational Databases, Database Design, Databases, Database Architecture and Administration, MySQL, Database Management Systems, System Configuration, Data Migration, Cloud Deployment, Database Software, Security Controls, Data Import/Export, Data Storage, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Terraform Cloud - Automation, Workspaces, and Integration

    Skills you'll gain: Infrastructure as Code (IaC), Cloud Management, Amazon Web Services, Cloud Infrastructure, AWS Identity and Access Management (IAM), Continuous Deployment, GitHub, Identity and Access Management, Authentications, Relational Databases, Data Validation

    Beginner · Course · 1 - 3 Months

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

    Packt

    Mastering iOS 18 Development - Specialization

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Apple Xcode, Mobile Development, Interactive Data Visualization, JSON, User Interface (UI), Software Architecture, User Interface (UI) Design, Apple software proficiency, UI Components, Software Testing, Test Tools, AI Integrations, Unit Testing, User Interface and User Experience (UI/UX) Design, Software Design, Computer Programming, Computer Programming Tools

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Leaders Leap: Transformational Leadership Mindset

    Skills you'll gain: Brand Strategy, Business Risk Management, Risk Management, Proactivity, Emotional Intelligence, Leadership Development, Branding, Lifelong Learning, Open Mindset, Creative Thinking, Thought Leadership, Leadership, Ideation, Decisiveness, Innovation, Growth Mindedness, Brand Loyalty, Self-Awareness, Executive Presence, Decision Making

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Generative KI im Gesundheitswesen

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, Large Language Modeling, Prompt Engineering Tools, Generative Model Architectures, Fine-tuning, Prompt Patterns, Multimodal Prompts, LLM Application, Machine Learning Methods, Machine Learning, Artificial Intelligence, Supervised Learning, Model Training

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Banco Interamericano de Desarrollo

    Perspectives in Digital Transformation: Financial Inclusion

    Skills you'll gain: Financial Inclusion, Digital Transformation, FinTech, Digital Analysis, Mobile Banking, Financial Data, Experience Design, Business Transformation, Diversity Equity and Inclusion Initiatives, Financial Services, Financial Systems, Data-Driven Decision-Making, Customer experience improvement, Innovation, Technology Roadmaps, Human Capital

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Cisco Collaboration Foundations

    Skills you'll gain: Cloud Deployment, User Provisioning, Internal Communications, Application Deployment, Model Deployment, Cloud-Based Integration, Identity and Access Management, Active Directory, Network Troubleshooting, Role-Based Access Control (RBAC)

    Beginner · Course · 1 - 4 Weeks

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

    Pragmatic AI Labs

    Enterprise AIOps with Amazon Q Business

    Skills you'll gain: Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, AWS SageMaker, AI Workflows, Retrieval-Augmented Generation, Shell Script, IT Automation, Unix Shell, Command-Line Interface, AI Integrations, AI Security, Prototyping, Model Deployment, Large Language Modeling, Generative AI, Data Management

    Beginner · Course · 1 - 4 Weeks

1…828829830…834

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

  • Data Structures in JavaScript: Packt
  • Ansible From Basics to Guru: Unit 4: Pearson
  • Deploy and Optimize Cloud AI Architectures: Coursera
  • Liminal Thinking: Shaping Beliefs for Personal Growth: Packt
  • Google Cloud SQL: Design, Deploy & Optimize Databases: Whizlabs
  • Terraform Cloud - Automation, Workspaces, and Integration: Packt
  • Mastering iOS 18 Development - Specialization: Packt
  • Leaders Leap: Transformational Leadership Mindset: Packt
  • Generative KI im Gesundheitswesen: Google Cloud
  • Perspectives in Digital Transformation: Financial Inclusion: Banco Interamericano de Desarrollo

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
  • 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