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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


  • Status: Free Trial
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    Microsoft

    Getting started with generative AI in Azure

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, Generative Model Architectures, AI Security, Data Ethics, Microsoft Azure, Artificial Intelligence, LLM Application, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Application Design, Security Controls, Fine-tuning, Large Language Modeling, Deep Learning, Model Optimization, Model Evaluation

    4.5
    Rating, 4.5 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 4 Weeks

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    École Polytechnique Fédérale de Lausanne

    Micro and Nanofabrication (MEMS)

    Skills you'll gain: Manufacturing Processes, Semiconductors, Manufacturing and Production, Process Engineering, Production Process, Materials science, Engineering, Scientific, and Technical Instruments, Chemical Engineering, Laboratory Equipment, Process Control, Verification And Validation, Electronics, Micrometer, Process Analysis, Process Development, Laboratory Testing, Scientific Methods, Chemistry, Systems Of Measurement

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Cybersecurity Compliance Framework, Standards & Regulations

    Skills you'll gain: IT Service Management, Governance Risk Management and Compliance, Information Technology Infrastructure Library, Service Management, IT Management, Responsible AI, Compliance Auditing, Cyber Risk, Data Ethics, Cyber Governance, Information Technology, Regulatory Compliance, Auditing, Cybersecurity, Regulation and Legal Compliance, Compliance Management, Law, Regulation, and Compliance, Cyber Security Assessment, ISO/IEC 27001, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
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    3.5K reviews

    Intermediate · Course · 1 - 3 Months

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    Meta

    What is the Metaverse?

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Virtual Reality, Augmented Reality, Virtual Environment, Digital Assets, E-Commerce, Video Game Development, Blockchain, Diversity and Inclusion, Emerging Technologies, Research and Design, Market Opportunities, Social Impact, Economic Development, Content Creation, Economics, Safety and Security

    4.6
    Rating, 4.6 out of 5 stars
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    1K reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Gangster Fiction: The Gangster American Dream

    Skills you'll gain: Discussion Facilitation, Cultural Diversity, Storytelling, AI literacy, Culture, Creative Problem-Solving, Liberal Arts, Creative Thinking, Creativity, Writing, Writing and Editing, Research, Critical Thinking and Problem Solving, Critical Thinking, Analytical Skills, Independent Thinking, Media and Communications

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    P

    Politecnico di Milano

    Ethics of Artificial Intelligence

    Skills you'll gain: AI literacy, Responsible AI, Social Impact, Decision Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    324 reviews

    Beginner · Course · 1 - 4 Weeks

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    J

    John Wiley & Sons

    Foundations of Video Game Design: From Concept to Narrative

    Skills you'll gain: Game Design, Video Game Development, Ideation, Software Design Documents, Software Documentation, Conceptual Design, Storytelling, Animation and Game Design, Design Strategies, Creative Design, Game Theory, User Interface and User Experience (UI/UX) Design, Creativity, Music

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    John Wiley & Sons

    Security Operations & Software Development Security

    Skills you'll gain: Application Security, Security Testing, Cyber Security Assessment, Secure Coding, Vulnerability Scanning, Vulnerability Assessments, Penetration Testing, Security Controls, Security Management, DevSecOps, Security Software, Cyber Operations, Continuous Monitoring, Information Systems Security, Cybersecurity, Information Technology Operations, Intrusion Detection and Prevention, Test Tools, Incident Response, Risk Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Advanced C# Programming in .NET Core

    Skills you'll gain: C# (Programming Language), Software Architecture, .NET Framework, Object Oriented Design, Distributed Computing, Scalability, Object Oriented Programming (OOP), Software Design, Object-Relational Mapping, Microservices, MongoDB, Data Access, Model View Controller, Performance Tuning, Computer Programming, Maintainability, NoSQL, Event-Driven Programming

    4.5
    Rating, 4.5 out of 5 stars
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    103 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Project: Generative AI Applications with RAG and LangChain

    Skills you'll gain: Vector Databases, LLM Application, Retrieval-Augmented Generation, Generative AI, Embeddings, Document Management, Fine-tuning, User Interface (UI)

    4.8
    Rating, 4.8 out of 5 stars
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    261 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Santa Cruz

    Children Acquiring Literacy Naturally

    Skills you'll gain: Literacy, Demography, Sensory Systems Analysis, Child Development, Human Learning, Language Learning, Childhood Education and Development, Learning Theory, Education Software and Technology, Education and Training, Learning Strategies

    4.5
    Rating, 4.5 out of 5 stars
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    192 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Design & Assemble Mechanical Systems in SolidWorks

    Skills you'll gain: SolidWorks (CAD), Assembly Drawing, Computer-Aided Design, 3D Modeling, Drafting and Engineering Design, Engineering Design Process, Mechanical Design, Design Software, Verification And Validation, Software Visualization, Animations, Functional Design, Mechanical Engineering, Simulation and Simulation Software, Simulations, Industrial Design, Torque (Physics), Functional Testing

    4.9
    Rating, 4.9 out of 5 stars
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    33 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Getting started with generative AI in Azure: Microsoft
  • Micro and Nanofabrication (MEMS): École Polytechnique Fédérale de Lausanne
  • Cybersecurity Compliance Framework, Standards & Regulations: IBM
  • What is the Metaverse?: Meta
  • Gangster Fiction: The Gangster American Dream: University of Colorado Boulder
  • Ethics of Artificial Intelligence: Politecnico di Milano
  • Foundations of Video Game Design: From Concept to Narrative: John Wiley & Sons
  • Security Operations & Software Development Security: John Wiley & Sons
  • Advanced C# Programming in .NET Core: EDUCBA
  • Project: Generative AI Applications with RAG and LangChain: IBM

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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