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  • 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


  • C

    Coursera

    Network Virtualization & SDN: Secure & Automate OpenFlow

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Administration, Network Switches, Network Planning And Design, Network Security, Network Troubleshooting, Network Performance Management, Security Controls, IT Automation, Automation, Network Analysis, Event-Driven Programming, Cryptographic Protocols, Python Programming, IT Management, Pandas (Python Package)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of California, Davis

    Optimizing a Website for Google Search

    Skills you'll gain: Search Engine Optimization, Content Optimization, Web Analytics and SEO, Keyword Research, Content Development and Management, Content Strategy, Competitive Analysis, Web Content, Content Performance Analysis, Performance Measurement, Marketing, A/B Testing, Campaign Management, Key Performance Indicators (KPIs), Client Services, Content Marketing, Web Analytics, Forecasting, Performance Reporting, Expectation Management

    4.7 stars, 1.7K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (1.7K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Kubernetes Foundations: Architecture and Core Concepts

    Skills you'll gain: Kubernetes, YAML, Cloud-Native Computing, Docker (Software), Containerization, DevOps, Microservices, Application Deployment, Configuration Management, Command-Line Interface, Multi-Tenant Cloud Environments, Infrastructure Architecture, Development Environment, Network Infrastructure, Computer Networking, Network Troubleshooting, Automation, Scalability, Scaling And Root Planing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Next-Gen Workplace Automation with GenAI

    Skills you'll gain: CrewAI, Prompt Engineering, Anthropic Claude, Email Automation, Generative AI, AI Orchestration, AI Workflows, ChatGPT, Responsible AI, AI Product Strategy, Agentic Workflows, Automation, AI Enablement, Workflow Management, Report Writing, Productivity, Innovation, Operational Efficiency, Performance Reporting, Customer Support

    4.4 stars, 489 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (489) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Linux Security and System Troubleshooting

    Skills you'll gain: Linux Administration, Red Hat Enterprise Linux, Linux Servers, Network Troubleshooting, Linux, Event Monitoring, Systems Administration, Linux Commands, System Support, Hardening, System Monitoring, Security Controls, System Configuration, Network Administration, Authorization (Computing), Operating Systems, Unix Shell, Unix Commands, Command-Line Interface, Disaster Recovery

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Industrial IoT Markets and Security

    Skills you'll gain: Real-Time Operating Systems, Internet Of Things, Security Engineering, Information Systems Security, Wireless Networks, Infrastructure Security, General Networking, Cybersecurity, IBM Cloud, Cloud Platforms, Cryptography, Telecommunications, Network Protocols, Market Opportunities, Automation, Emerging Technologies, Embedded Systems, Cloud Deployment, Software-Defined Networking, Market Intelligence

    4.7 stars, 630 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (630) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Prompt Engineering with GPT: Programming for Custom Content

    Skills you'll gain: Prompt Engineering, OpenAI API, Education Software and Technology, Generative AI, AI Integrations, OpenAI, Scripting, Scripting Languages, Python Programming, Application Programming Interface (API), Application Development, Machine Learning, Software Engineering

    4.4 stars, 80 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (80) · Intermediate · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Vibe Coding: Build Full-Stack AI Apps Without Writing Code

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Claude Code, Vibe coding, Large Language Modeling, Full-Stack Web Development, Back-End Web Development, Debugging, Front-End Web Development, Application Deployment, Application Design, Server Side, AI Integrations, Web Applications, AI Personalization, Software Architecture, Business Logic, Test Driven Development (TDD), Product Design

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    The Business Analyst's Career Master Plan

    Skills you'll gain: Requirements Elicitation, Business Analysis, Process Analysis, Requirements Analysis, Business Systems Analysis, Systems Analysis, Professional Development, Analysis, Operational Analysis, Requirements Management, Business Analysis Tools, Business Requirements, Stakeholder Engagement, Business Analytics, Business Workflow Analysis, People Development, Consulting, Project Management Institute (PMI) Methodology, Business Communication, Creative Thinking

    Beginner · Course · 3 - 6 Months

    Category: New
    New
  • P

    Packt

    Terraform Associate (004) Exam Prep 2026

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Infrastructure Architecture, IT Automation, Cloud Infrastructure, DevOps, Cloud Management, Configuration Management, Code Reusability, Cloud Deployment, Amazon Web Services, Cloud Computing, Cloud Engineering, Amazon S3, Verification And Validation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    Edureka

    User Management and Process Management in Linux

    Skills you'll gain: Linux Administration, Operating System Administration, Linux, Unix, Systems Administration, Linux Servers, System Monitoring, Linux Commands, User Accounts, OS Process Management, Operating Systems, Unix Commands, Unix Shell, Performance Tuning, System Configuration, User Provisioning, Authorization (Computing), Identity and Access Management, Hardening, Process Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of the Arts London

    Fashion Values: Cultures

    Skills you'll gain: Cultural Responsiveness, Diversity Awareness, Culture, Cultural Diversity, Sustainable Development, Sustainable Systems, Aesthetics, Cultural Sensitivity, Design Thinking, Social Justice, Diversity Equity and Inclusion Initiatives, Storytelling, Sociology, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular applied machine learning courses

  • Network Virtualization & SDN: Secure & Automate OpenFlow: Coursera
  • Optimizing a Website for Google Search: University of California, Davis
  • Kubernetes Foundations: Architecture and Core Concepts: Packt
  • Next-Gen Workplace Automation with GenAI: Coursera
  • Linux Security and System Troubleshooting: LearnKartS
  • Industrial IoT Markets and Security: University of Colorado Boulder
  • Prompt Engineering with GPT: Programming for Custom Content: Coursera
  • Vibe Coding: Build Full-Stack AI Apps Without Writing Code: Board Infinity
  • The Business Analyst's Career Master Plan: Packt
  • Terraform Associate (004) Exam Prep 2026: Packt

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

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425 courses
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Math and Logic
70 courses
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