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    • Applied Machine Learning

    Applied Machine Learning Courses Online

    Explore applied machine learning for practical applications. Learn to implement models using scikit-learn, TensorFlow, and real-world datasets.

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    Explore the Applied Machine Learning Course Catalog

    • Status: Free Trial
      Free Trial
      D

      Duke University

      MLOps Platforms: Amazon SageMaker and Azure ML

      Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Microsoft Azure, Exploratory Data Analysis, Data Pipelines, Amazon Web Services, Feature Engineering, Cloud Solutions, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Predictive Modeling, Serverless Computing, Machine Learning, Machine Learning Algorithms, Containerization

      3.6
      Rating, 3.6 out of 5 stars
      ·
      48 reviews

      Advanced · Course · 1 - 3 Months

    • U

      University of Alberta

      Problem Solving, Python Programming, and Video Games

      Skills you'll gain: Computational Thinking, Video Game Development, Game Design, Programming Principles, Animation and Game Design, Software Quality (SQA/SQC), Computer Programming, Program Development, Software Engineering, Python Programming, Algorithms, Pseudocode, Application Development, Debugging, Problem Management, Functional Testing, Test Planning

      4.3
      Rating, 4.3 out of 5 stars
      ·
      233 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      AI Agents and Agentic AI Architecture in Python

      Skills you'll gain: Generative AI Agents, OpenAI, Prompt Engineering, ChatGPT, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Python Programming, Artificial Intelligence, Persona (User Experience), Business Logic, Application Programming Interface (API), Transaction Processing, Persona Development, Collaborative Software, Secure Coding, Plan Execution

      4.7
      Rating, 4.7 out of 5 stars
      ·
      50 reviews

      Beginner · Course · 1 - 3 Months

    • P

      Politecnico di Milano

      FPGA computing systems: Background knowledge and introductory materials

      Skills you'll gain: Application Specific Integrated Circuits, Systems Design, Computer Architecture, System Design and Implementation, Hardware Architecture, Cloud Infrastructure, Distributed Computing, Computer Hardware, Embedded Systems

      4.6
      Rating, 4.6 out of 5 stars
      ·
      247 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Instructor Network

      Precision Bookkeeping: Records, Reconciliation, Reporting

      Skills you'll gain: Reconciliation, Accounting Records, Bookkeeping, Financial Reporting, Accounting, Financial Data, Compliance Management, Financial Statements, Internal Communications, Verbal Communication Skills, Automation

      4.4
      Rating, 4.4 out of 5 stars
      ·
      95 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Industrial Internet of Things (IIoT)

      Skills you'll gain: Internet Of Things, Manufacturing Operations, Digital Transformation, Technology Solutions, Business Technologies, Business Transformation, Cloud Computing, Automation, Operational Efficiency, Emerging Technologies, System Implementation, Technology Strategies, Real Time Data, Value Propositions, Data-Driven Decision-Making, Cybersecurity, Scalability

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      189 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Curtis Institute of Music

      Exploring Beethoven’s Piano Sonatas

      Skills you'll gain: Musical Composition, Music History, Instrumental Music, Classical Music, Music Theory, Music Performance

      4.8
      Rating, 4.8 out of 5 stars
      ·
      605 reviews

      Mixed · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Control Systems Analysis: Modeling of Dynamic Systems

      Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Analysis, Differential Equations, Engineering Calculations, Systems Analysis, Electrical Systems, Mechanics, Applied Mathematics, Basic Electrical Systems

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      86 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI Advance Fine-Tuning for LLMs

      Skills you'll gain: Large Language Modeling, Generative AI, Prompt Engineering, Natural Language Processing, Reinforcement Learning, Performance Tuning, User Feedback, Training and Development, Quality Assessment

      4.3
      Rating, 4.3 out of 5 stars
      ·
      79 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of California, Davis

      AI for Knowledge Workers

      Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Innovation, Artificial Neural Networks, Brainstorming, Machine Learning, Deep Learning, Workforce Development, Content Creation, Emerging Technologies, Information Privacy, Safety and Security

      4.6
      Rating, 4.6 out of 5 stars
      ·
      141 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Michigan

      Liderazgo de equipos

      Skills you'll gain: Team Leadership, Team Management, Team Building, Teamwork, Conflict Management, Trustworthiness, Decision Making, Rapport Building, People Management, Collaboration, Goal Setting, Professional Development, Performance Management, Lifelong Learning, Employee Performance Management, Organizational Structure, Innovation, Diversity and Inclusion

      4.7
      Rating, 4.7 out of 5 stars
      ·
      153 reviews

      Mixed · Course · 1 - 4 Weeks

    • U

      University of Washington

      Programming Languages, Part B

      Skills you'll gain: Other Programming Languages, Software Design, Ruby (Programming Language), Programming Principles, Data Structures, Software Architecture, Computer Programming, Functional Design, Debugging

      4.9
      Rating, 4.9 out of 5 stars
      ·
      785 reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • MLOps Platforms: Amazon SageMaker and Azure ML: Duke University
    • Problem Solving, Python Programming, and Video Games: University of Alberta
    • AI Agents and Agentic AI Architecture in Python: Vanderbilt University
    • FPGA computing systems: Background knowledge and introductory materials: Politecnico di Milano
    • Precision Bookkeeping: Records, Reconciliation, Reporting: Coursera Instructor Network
    • Industrial Internet of Things (IIoT): University of Michigan
    • Exploring Beethoven’s Piano Sonatas: Curtis Institute of Music
    • Control Systems Analysis: Modeling of Dynamic Systems: University of Colorado Boulder
    • Generative AI Advance Fine-Tuning for LLMs : IBM
    • AI for Knowledge Workers: University of California, Davis

    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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