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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

    Agentic AI Content for Practitioners: Software

    Skills you'll gain: LangChain, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, Model Deployment, Continuous Integration, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, AI Enablement, Cloud Deployment, Test Automation, AI Product Strategy, Program Development, Microsoft Copilot, Maintainability, Agentic systems

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    HMI Design and Intermediate PLC Programming

    Skills you'll gain: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Electrical Wiring, Automation Engineering, Simulations, User Interface (UI) Design, User Feedback, System Configuration

    Intermediate · Course · 1 - 3 Months

  • C

    Creo Incubator

    Cultivating Executive Presence

    Skills you'll gain: Executive Presence, Influencing, Oral Expression, Composure, Non-Verbal Communication, Verbal Communication Skills, Communication, Public Speaking, Business Leadership, Adaptability, Professional Development, Personal Attributes, Cognitive flexibility, Active Listening

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Feature Engineering, Verification And Validation, Content Performance Analysis, Machine Learning, Data Ethics, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Moving, Shooting, and Debugging in GameMaker

    Skills you'll gain: Video Game Development, Game Design, Debugging, Programming Principles, Animations, Scripting Languages, Event-Driven Programming

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    AI-Driven HR Strategy, Operations, and Regulatory Compliance

    Skills you'll gain: Data Ethics, Responsible AI, Workforce Planning, Human Resource Strategy, Employee Engagement, AI Enablement, Regulatory Compliance, People Analytics, Compliance Management, Human Resource Policies, Recruitment Strategies, ChatGPT, Employee Retention, Recruitment, Governance, Ethical Standards And Conduct, Dashboard

    Intermediate · Course · 1 - 4 Weeks

  • S

    Scrum Alliance

    Agile Essentials

    Skills you'll gain: User Story, Agile Product Development, Team Building, Team Management, Agile Methodology, Agile Project Management, User Research, Agile Software Development, Product Management, Organizational Change, Continuous Improvement Process, Project Management, Change Management

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    PL-400: Training for Power Platform Developer Exam

    Skills you'll gain: Application Lifecycle Management, Power Apps Component Framework, Microsoft Power Platform, Integration Testing, Microsoft Power Automate/Flow, Azure DevOps, Power Platform CLI, Application Development, DevOps, Application Deployment, Database Design, Development Environment, Microsoft Azure, Usability Testing, Development Testing, User Interface and User Experience (UI/UX) Design, Postman API Platform, Data Modeling, Microsoft Copilot, Power BI

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Création de chaînes en Python

    Skills you'll gain: Python Programming, Scripting, Scripting Languages, Programming Principles, Computer Programming, Data Access, Data Science

    Beginner · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Advanced Reproducibility in Cancer Informatics

    Skills you'll gain: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Continuous Integration, Containerization, Bioinformatics, Informatics, Automation, Data Analysis, R Programming

    Advanced · Course · 1 - 3 Months

  • S

    Skillshare

    Street Photography: Post-Production & Lifelong Practice

    Skills you'll gain: Photography, Photo Editing, Post-Production, Creativity, Lifelong Learning, Adobe Photoshop, Growth Mindedness, Creative Thinking, Storytelling, Detail Oriented

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    The Art of Landscape Photography for Beginners

    Skills you'll gain: Photography, Storytelling, Photo/Video Production and Technology, Design Elements And Principles, Creativity

    Beginner · Course · 1 - 4 Weeks

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

  • Agentic AI Content for Practitioners: Software: Coursera
  • HMI Design and Intermediate PLC Programming: Packt
  • Cultivating Executive Presence: Creo Incubator
  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • Moving, Shooting, and Debugging in GameMaker: University of Colorado System
  • AI-Driven HR Strategy, Operations, and Regulatory Compliance: Starweaver
  • Agile Essentials: Scrum Alliance
  • PL-400: Training for Power Platform Developer Exam: Board Infinity
  • Création de chaînes en Python: Coursera
  • Advanced Reproducibility in Cancer Informatics: Johns Hopkins University

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)

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