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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


  • Status: New
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    C

    Coursera

    GenAI in Insurance: Automating Claims & Risk Mitigation

    Skills you'll gain: Generative AI, Insurance, Decision Support Systems, AI Product Strategy, Expense Management, Responsible AI, Data Ethics, AI Enablement, Insurance Policies, Underwriting, AI Personalization, Operational Efficiency, Data-Driven Decision-Making, Claims Processing, Financial Services, Personalized Service, Business Process Automation, Automation, Risk Management, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Customer Support digital transformation with HubSpot

    Skills you'll gain: HubSpot CRM, Digital Transformation, Customer Relationship Management, Customer Support, Business Transformation, Process Analysis, Business Systems, Technology Strategies, Process Improvement, Business Development

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of IT Fundamentals

    Skills you'll gain: Programming Principles, Information Technology, Operating Systems, Web Applications, Collaborative Software, Computer Literacy, Python Programming, Application Development, Microsoft Office, Linux, Microsoft Windows, Mac OS

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    Microsoft 365 Fundamentals (MS-900)

    Skills you'll gain: Identity and Access Management, Cloud Services, Microsoft Azure, Microsoft Teams, Collaborative Software, Security Controls, Endpoint Security, Cloud Solutions, Zero Trust Network Access, Microsoft Office, Cloud Computing, Threat Management, Information Privacy

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Nursing Informatics Leadership Theory and Practice

    Skills you'll gain: Clinical Leadership, Nursing Management, Leadership, Nursing Administration, Nursing, Health Care Administration, Health Informatics, Innovation, Conflict Management, Systems Thinking, Self-Awareness, Personal Development, Ethical Standards And Conduct, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
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    49 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
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    Alberta Machine Intelligence Institute

    Introduction to Generative AI: Concepts and Techniques

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Large Language Modeling, ChatGPT, OpenAI API, Open Source Technology, Responsible AI, Embeddings, Artificial Intelligence, Data Ethics, Natural Language Processing, Information Privacy

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Encoder-Decoder Architecture - Deutsch

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Deployment, Recurrent Neural Networks (RNNs), Autoencoders, Applied Machine Learning, Natural Language Processing, Embeddings

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    L&T EduTech

    Project Planning and Execution Management

    Skills you'll gain: Project Schedules, Earned Value Management, Risk Analysis, Cost Estimation, Scheduling, Cost Management, Project Management, Project Planning, Project Estimation, Resource Allocation, Risk Mitigation, Resource Management, Timelines, Risk Management, Budgeting

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Python for Data Visualization: Matplotlib & Seaborn

    Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    76 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agent Architecture in Java with Generative AI

    Skills you'll gain: Generative AI Agents, AI Orchestration, LLM Application, OpenAI API, Java Programming, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, Large Language Modeling, Document Management, Secure Coding, Business Logic, Open Web Application Security Project (OWASP), Middleware, Plan Execution, Software Design Patterns, Persona Development

    4.3
    Rating, 4.3 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Codio

    Data Science and Analysis Tools - from Jupyter to R Markdown

    Skills you'll gain: Rmarkdown, Box Plots, Plot (Graphics), Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Visualization Software, Data Analysis, R Programming, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
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    25 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Innovate with ANSYS Simulation Tools

    Skills you'll gain: Engineering Design Process, Engineering Analysis, Mechanical Design, Simulation and Simulation Software, Structural Analysis, Mechanical Engineering, Numerical Analysis, Finite Element Methods, Materials science

    4.9
    Rating, 4.9 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • GenAI in Insurance: Automating Claims & Risk Mitigation: Coursera
  • Customer Support digital transformation with HubSpot: Coursera
  • Foundations of IT Fundamentals: Packt
  • Microsoft 365 Fundamentals (MS-900) : Packt
  • Nursing Informatics Leadership Theory and Practice: University of Minnesota
  • Introduction to Generative AI: Concepts and Techniques: Alberta Machine Intelligence Institute
  • Encoder-Decoder Architecture - Deutsch: Google Cloud
  • Project Planning and Execution Management: L&T EduTech
  • Python for Data Visualization: Matplotlib & Seaborn: Coursera
  • AI Agent Architecture in Java with Generative AI: Vanderbilt 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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