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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
    Free Trial
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    Coursera

    Model Evaluation and Benchmarking

    Skills you'll gain: Generative AI, Model Evaluation, Dashboard Creation, Dashboard, Image Quality, Embeddings, Image Analysis, Large Language Modeling, Data Visualization, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Fundamentals of Unity Android Game Development

    Skills you'll gain: Android Development, Android (Operating System), Unity Engine, User Interface (UI), Video Game Development, Animation and Game Design, User Interface (UI) Design, Mobile Development, Game Design, 3D Assets, Program Development, Graphics Software, Computer Graphics, Animations, Application Deployment, C# (Programming Language), Scripting

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Skillshare

    Master Retouching in Affinity Photo

    Skills you'll gain: Photo Editing, Photography, Image Quality, Post-Production, Editing, Color Matching

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Edureka

    Responsible AI in Practice: Fairness, Bias & Explainability

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Information Privacy, Decision Intelligence, AI literacy, Model Evaluation, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Risk Mitigation, Risk Analysis, Ethical Standards And Conduct, Risk Management, Trustworthiness, Security Strategy, Security Management, Business Risk Management, Governance, Stakeholder Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Coursera

    Program Governance Planning with ClickUp

    Skills you'll gain: Program Management, Agile Methodology, Agile Project Management, Project Planning, Project Management, Diagram Design, Governance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Build Testable Python Packages for AI

    Skills you'll gain: MLOps (Machine Learning Operations), Package and Software Management, Unit Testing, Code Reusability, Engineering Software, Testability, Software Design, Python Programming, AI Workflows, Test Script Development, Test Case, Test Tools

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Skillshare

    Cinematography & Videography Guide: Audio & Story

    Skills you'll gain: Videography, Video Production, Photo/Video Production and Technology, Cinematography, Visual Storytelling, Storytelling, Content Creation, Creativity, Music

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Cypress Automation Testing Framework - Zero To Hero

    Skills you'll gain: Jenkins, Continuous Integration, CI/CD, Selenium (Software), Test Script Development, OAuth, Software Testing, Development Environment, Application Programming Interface (API), Test Case, Test Tools, Web Development Tools, Git (Version Control System), Software Installation

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    Codio

    Select Topics in Python: Matplotlib

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Visualization, Jupyter, Interactive Data Visualization, Scatter Plots, Histogram, Box Plots, Descriptive Statistics, Data Presentation, Animations, Python Programming

    3.3
    Rating, 3.3 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Case Western Reserve University

    Using R for Geostatistical Geospatial Modeling

    Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Geospatial Mapping, Statistical Modeling, Geospatial Information and Technology, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, R (Software), Statistical Programming, Data Preprocessing, Simulations, Package and Software Management

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Oracle Performance: Exadata, Enterprise Manager Mastery

    Skills you'll gain: Oracle Databases, Scalability, Database Management, Performance Tuning, Database Management Systems, Database Architecture and Administration, System Monitoring

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    STARWEAVER

    Personal Investing for Working Professionals

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Tax Management, Investments, Tax Planning, Wealth Management, Income Tax, Risk Management, Financial Planning, Asset Management, Goal Setting, Financial Services, Finance, Equities, General Finance, Decision Making, Planning

    Beginner · Course · 1 - 4 Weeks

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

  • Model Evaluation and Benchmarking: Coursera
  • Fundamentals of Unity Android Game Development: Packt
  • Master Retouching in Affinity Photo: Skillshare
  • Responsible AI in Practice: Fairness, Bias & Explainability: Edureka
  • Program Governance Planning with ClickUp: Coursera
  • Build Testable Python Packages for AI: Coursera
  • Cinematography & Videography Guide: Audio & Story: Skillshare
  • Cypress Automation Testing Framework - Zero To Hero: Packt
  • Select Topics in Python: Matplotlib: Codio
  • Using R for Geostatistical Geospatial Modeling: Case Western Reserve 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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