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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


  • U

    University of Colorado System

    Introduction to C# Programming and Unity

    Skills you'll gain: Unity Engine, Debugging, Object Oriented Programming (OOP), Video Game Development, C# (Programming Language), Game Design, Computer Programming, Data Storage, Development Environment, User Interface (UI), Scripting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    CertNexus

    CertNexus Certified Ethical Emerging Technologist

    Skills you'll gain: Crisis Management, Data Ethics, Governance, Business Ethics, Responsible AI, Media Relations, Strategic Thinking, Communication Strategies, Business Leadership, Accountability, Ethical Standards And Conduct, Emerging Technologies, Organizational Leadership, Public Relations, Operational Risk, Risk Management, Communication, Leadership, Learning Strategies, Test Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    609 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • I

    IE Business School

    Brand Identity and Strategy

    Skills you'll gain: Brand Strategy, Branding, Brand Awareness, Logo Design, Brand Management, Target Audience, Target Market, Consumer Behaviour, Value Propositions, Marketing, Customer Insights, Marketing Psychology, Marketing Strategies, Advertising, Competitive Analysis, Typography, Storytelling, Color Theory

    4.7
    Rating, 4.7 out of 5 stars
    ·
    884 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Terraform for absolute beginners

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Infrastructure As A Service (IaaS), Microsoft Azure, IT Automation, DevOps

    4.3
    Rating, 4.3 out of 5 stars
    ·
    194 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    Develop Generative AI Applications: Get Started

    Skills you'll gain: Prompt Engineering, LangChain, LLM Application, Generative AI, Model Evaluation, Flask (Web Framework), Natural Language Processing, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    474 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Artificial Neural Networks, Convolutional Neural Networks, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Toronto

    Motion Planning for Self-Driving Cars

    Skills you'll gain: Traffic Flow Optimization, Machine Controls, Automation, Robotics, Graph Theory, Algorithms, Computer Vision, Mathematical Modeling, Data Mapping, Predictive Modeling, Data Structures, Spatial Data Analysis, Control Systems, Estimation, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    486 reviews

    Advanced · Course · 1 - 3 Months

  • I

    IBM

    Developing Front-End Apps with React

    Skills you'll gain: React Redux, Front-End Web Development, React.js, JavaScript Frameworks, UI Components, Web Development, Javascript, Restful API, Event-Driven Programming, Application Programming Interface (API), Dataflow, GitHub

    4.4
    Rating, 4.4 out of 5 stars
    ·
    766 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Foundations of Virtual Instruction

    Skills you'll gain: Digital pedagogy, Teaching, Education Software and Technology, Virtual Environment, Learning Management Systems, Web Content Accessibility Guidelines, Digital Communications, Emerging Technologies

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.5K reviews

    Mixed · Course · 1 - 3 Months

  • 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
    ·
    196 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Effective Compliance Programs

    Skills you'll gain: Compliance Training, Compliance Management, Internal Communications, Procedure Development, Continuous Monitoring, Culture Transformation, Industrial and Organizational Psychology, Ethical Standards And Conduct, Psychology, Strategic Planning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    860 reviews

    Mixed · Course · 1 - 4 Weeks

  • I

    IBM

    Cybersecurity Compliance Framework, Standards & Regulations

    Skills you'll gain: IT Service Management, Governance Risk Management and Compliance, Information Technology Infrastructure Library, Responsible AI, NIST 800-53, Information Technology, Regulatory Compliance, Auditing, Cybersecurity, Compliance Management, ISO/IEC 27001, Control Objectives for Information and Related Technology (COBIT), Security Controls, Artificial Intelligence, Open Web Application Security Project (OWASP), Risk Management, Payment Card Industry (PCI) Data Security Standards, General Data Protection Regulation (GDPR)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.5K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to C# Programming and Unity: University of Colorado System
  • CertNexus Certified Ethical Emerging Technologist: CertNexus
  • Brand Identity and Strategy: IE Business School
  • Terraform for absolute beginners: Coursera
  • Develop Generative AI Applications: Get Started: IBM
  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • Motion Planning for Self-Driving Cars: University of Toronto
  • Developing Front-End Apps with React: IBM
  • Foundations of Virtual Instruction : University of California, Irvine
  • Interest Rate Models: École Polytechnique Fédérale de Lausanne

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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