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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: Free Trial
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    C

    Columbia University

    Advanced Topics in Derivative Pricing

    Skills you'll gain: Derivatives, Credit Risk, Financial Market, Portfolio Risk, Capital Markets, Risk Analysis, Risk Management, Market Dynamics, Portfolio Management, Financial Modeling, Operations Research, Mathematical Modeling, Probability Distribution, Applied Mathematics, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Gen AI: Beyond the Chatbot

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Product Strategy, Generative AI, Google Cloud Platform, Google Workspace, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
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    427 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    A

    Atlassian

    Version Control with Git

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Bitbucket, Software Configuration Management, Command-Line Interface, Code Review, Collaborative Software

    4.7
    Rating, 4.7 out of 5 stars
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    3K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Optical Efficiency and Resolution

    Skills you'll gain: Electrical Engineering, electromagnetics, Simulation and Simulation Software, Design Software, Image Analysis, Engineering Analysis, Numerical Analysis, System Design and Implementation, Applied Mathematics, Physics

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    63 reviews

    Advanced · Course · 1 - 3 Months

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    G

    Google Cloud

    Attention Mechanism - Français

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    S

    Sungkyunkwan University

    Recommender Systems

    Skills you'll gain: Scalability, Deep Learning, AI Personalization, Data Mining, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud en Français

    Skills you'll gain: Model Deployment, Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Workflow Management, Extract, Transform, Load, Data Transformation, PySpark, Tensorflow, Apache Kafka, Apache Spark, Dashboard, Apache Airflow, Data Import/Export, Data Processing, Unstructured Data, Data Warehousing, Big Data

    4.4
    Rating, 4.4 out of 5 stars
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    58 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Alberta

    Agile Planning for Software Products

    Skills you'll gain: Project Planning, Sprint Planning, Risk Management Framework, Agile Software Development, User Story, Agile Methodology, User Requirements Documents, Functional Requirement, Agile Project Management, Requirements Analysis, Software Development

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Google Cloud IAM and Networking for Azure Professionals

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Microsoft Azure, Cloud Computing Architecture, Cloud Management, Virtual Private Networks (VPN), Virtual Networking, Active Directory, User Accounts, Network Security

    4.6
    Rating, 4.6 out of 5 stars
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    246 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    Stanford University

    Evaluations of AI Applications in Healthcare

    Skills you'll gain: Healthcare Ethics, Data Ethics, Responsible AI, Medical Devices, Artificial Intelligence, Health Technology, Healthcare Industry Knowledge, Clinical Assessment, Model Evaluation, Health Equity, Health Informatics, Regulatory Compliance, Application Deployment, Continuous Monitoring, Decision Support Systems, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    324 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Decentralized Finance (DeFi): The Future of Finance

    Skills you'll gain: Blockchain, Loans, Lending and Underwriting, FinTech, Cyber Risk, Operational Risk, Scalability, Regulatory Compliance, Interoperability, Commercial Lending, Payment Systems, General Lending, Risk Management, Financial Inclusion, Derivatives, Key Management, Cryptography, Finance, Entrepreneurial Finance, Entrepreneurship

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Introduction to Basic Game Development using Scratch

    Skills you'll gain: Event-Driven Programming, Debugging, Programming Principles, Algorithms, Video Game Development, Computer Programming Tools, Game Design, Computer Programming, Program Development, Animation and Game Design, Interactive Design, Integrated Development Environments, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
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    1.5K reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Advanced Topics in Derivative Pricing: Columbia University
  • Gen AI: Beyond the Chatbot: Google Cloud
  • Version Control with Git: Atlassian
  • Optical Efficiency and Resolution: University of Colorado Boulder
  • Attention Mechanism - Français: Google Cloud
  • Recommender Systems: Sungkyunkwan University
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • Agile Planning for Software Products: University of Alberta
  • Google Cloud IAM and Networking for Azure Professionals: Google Cloud
  • Evaluations of AI Applications in Healthcare: Stanford 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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