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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • Status: New
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    Microsoft

    Code and framework based agent development

    Skills you'll gain: AI Orchestration, AI Workflows, OpenAI API, ChatGPT, Test Script Development, Agentic systems, Context Management, Secure Coding, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Davis

    Computational Social Science

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Social Sciences, Data Ethics, Databases, Artificial Intelligence, Research, Simulations, Data Processing, Big Data, Systems Thinking, Social Studies, Trend Analysis, Data Science, AI Enablement, Research Methodologies, Agentic systems

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Interest Rate Models

    Skills you'll gain: Derivatives, Financial Market, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
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    196 reviews

    Advanced · Course · 1 - 3 Months

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    Macquarie University

    Online education: The foundations of online teaching

    Skills you'll gain: Course Development, Discussion Facilitation, Digital pedagogy, Instructional Design, Education Software and Technology, Pedagogy, Teaching, Student Engagement, Emerging Technologies, Virtual Reality

    4.7
    Rating, 4.7 out of 5 stars
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    298 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Material Fundamentals - Procedural Textures in Blender 4.4

    Skills you'll gain: 3D Modeling, Visualization (Computer Graphics), Animation and Game Design, Design Elements And Principles, Creative Design

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Technical Writing for Software Developers

    Skills you'll gain: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Software Design Documents, Information Architecture, Writing, User Requirements Documents, Software Development Tools, Automation, Style Guides, Software Development, Agile Software Development, Interactive Design, Project Management Software, Diagram Design, Generative AI

    Beginner · Course · 1 - 3 Months

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    Coursera

    Boost Personal Productivity

    Skills you'll gain: Canva (Software), Prompt Engineering, Timelines, Email Automation, Microsoft Power Automate/Flow, Setting Appointments, Calendar Management, Automation, Microsoft 365, Generative AI, ChatGPT, Collaborative Software, Business Process Automation, Artificial Intelligence, Collaboration, Time Management, Productivity, Personal Development, Natural Language Processing, Communication

    4.6
    Rating, 4.6 out of 5 stars
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    1.6K reviews

    Intermediate · Specialization · 1 - 3 Months

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    Northwestern University

    Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots

    Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Control Systems, Mechanics, Mechanical Engineering, Mathematical Modeling, Torque (Physics), Applied Mathematics, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    95 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Risk Management in Video Game Development

    Skills you'll gain: Risk Analysis, Crisis Management, Risk Mitigation, Risk Management Framework, Risk Management, Business Risk Management, Project Risk Management, Agile Methodology, Stakeholder Communications, Agile Project Management, Stakeholder Management, Project Controls, Video Game Development, Contingency Planning, Lean Methodologies, Prioritization

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Alberta

    Introduction to Software Product Management

    Skills you'll gain: Agile Software Development, Agile Methodology, Requirements Analysis, Software Development, Requirements Management, Product Management, Software Engineering, Project Planning, Process Development, Project Management

    4.6
    Rating, 4.6 out of 5 stars
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    7.8K reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Splunk Administration & Performance Tuning

    Skills you'll gain: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Application Performance Management, System Monitoring, Distributed Computing, System Configuration, Data Management, Security Information and Event Management (SIEM), Enterprise Security, Data Security, Event Monitoring, Scalability, Data Pipelines, Real Time Data, Authentications

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Responsible AI: Applying AI Principles with Google Cloud

    Skills you'll gain: Responsible AI, Data Ethics, AI Enablement, Artificial Intelligence, Business Ethics, AI Product Strategy, Ethical Standards And Conduct, Stakeholder Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    946 reviews

    Beginner · Course · 1 - 3 Months

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

  • Code and framework based agent development: Microsoft
  • Computational Social Science: University of California, Davis
  • Interest Rate Models: École Polytechnique Fédérale de Lausanne
  • Online education: The foundations of online teaching: Macquarie University
  • Material Fundamentals - Procedural Textures in Blender 4.4: Packt
  • Technical Writing for Software Developers: Packt
  • Boost Personal Productivity: Coursera
  • Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots : Northwestern University
  • Risk Management in Video Game Development: Packt
  • Introduction to Software Product Management: University of Alberta

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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