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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: Free Trial
    Free Trial
    M

    Microsoft

    Introduction to Generative AI for Data Analysis

    Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, AI Integrations, Exploratory Data Analysis, Anomaly Detection

    4.3
    Rating, 4.3 out of 5 stars
    ·
    101 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Business Combinations & Ownership Accounting

    Skills you'll gain: Lease Contracts, Sarbanes Oxley Act (SOX) Compliance, Partnership Accounting, International Financial Reporting Standards, Specialized Accounting, Technical Accounting, Financial Reporting, Consolidation, Standard Accounting Practices, Contract Accounting, Revenue Recognition, Financial Accounting, Generally Accepted Accounting Principles (GAAP), Compliance Reporting, Accounting, Regulatory Requirements, Business, Tax Laws, Finance, Business Administration

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Working Smarter with AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Large Language Modeling, AI literacy, AI powered creativity, Anthropic Claude, Writing and Editing, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Data Ethics, LLM Application, Editing, Writing, OpenAI, Workplace inclusivity, Business Writing, Diversity and Inclusion, Emerging Technologies, Deep Learning

    4.4
    Rating, 4.4 out of 5 stars
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    212 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Build & Script a Breakout Game in Unity

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Animation and Game Design, Software Architecture, Visual Design, Visualization (Computer Graphics), Object Oriented Design, Code Reusability, Design, Course Development, Scripting, C# (Programming Language), Interactive Learning, Systems Development, Project Design, Physics

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    Modern Robotics, Course 3: Robot Dynamics

    Skills you'll gain: Robotics, Mathematical Software, Simulation and Simulation Software, Mathematical Modeling, Mechanical Engineering, Numerical Analysis, Simulations, Mechanics, Algorithms, Torque (Physics), Control Systems, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
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    174 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Quantum AI

    Hands-on quantum error correction with Google Quantum AI

    Skills you'll gain: Quantum computing, Emerging Technologies, Hardware Architecture, Mathematical Software, Failure Analysis, Computer Programming Tools, Simulation and Simulation Software, Theoretical Computer Science, Mathematical Modeling, Estimation, Simulations

    4.6
    Rating, 4.6 out of 5 stars
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    219 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    AI for Healthcare Systems

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Machine Learning Algorithms, Model Training, Agentic Workflows, Decision Intelligence, Data Governance, AI Enablement, Health Systems, Machine Learning Methods, Health Informatics, Artificial Intelligence, Digital Transformation, Healthcare Industry Knowledge, Generative AI Agents, Health Technology, Health Information Management, Information Technology, Information Systems

    4.6
    Rating, 4.6 out of 5 stars
    ·
    36 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica del Perú

    Analítica y ciencia de datos para negocios

    Skills you'll gain: Data Preprocessing, Business Analytics, Dimensionality Reduction, Data Processing, Analytics, Data Cleansing, Data Transformation, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), R Programming, Data Analysis, Data Quality, Big Data, Supervised Learning

    4.3
    Rating, 4.3 out of 5 stars
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    65 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Finetuning Large Language Models

    Skills you'll gain: Fine-tuning, Large Language Modeling, Model Training, Prompt Engineering, Retrieval-Augmented Generation, Model Optimization, Transfer Learning, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    626 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gen AI Agents: Transform Your Organization

    Skills you'll gain: Generative AI Agents, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Gemini, Prompt Patterns, AI Enablement, AI Product Strategy, Agentic Workflows, Prompt Engineering Tools, Agentic systems, Strategic Planning, LLM Application, Google Cloud Platform, AI Workflows, Customer experience improvement, Organizational Strategy, Tool Calling, Innovation, Organizational Change

    4.7
    Rating, 4.7 out of 5 stars
    ·
    477 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    G

    Goldman Sachs

    Fundamentals of Business Finance, with Goldman Sachs 10,000 Women

    Skills you'll gain: Financial Statements, Financial Acumen, Financial Statement Analysis, Income Statement, Balance Sheet, Financial Analysis, Small Business Accounting, Business Acumen, Financial Accounting, Entrepreneurial Finance, Business Metrics, Gross Profit, Profit and Loss (P&L) Management, Business Mathematics, Financial Data, Revenue Recognition, Asset Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Unreal FPS Development - Core Game Mechanics

    Skills you'll gain: Unreal Engine, Animation and Game Design, Animations, UI Components, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Generative AI for Data Analysis: Microsoft
  • Advanced Business Combinations & Ownership Accounting: EDUCBA
  • Working Smarter with AI: University of California, Davis
  • Build & Script a Breakout Game in Unity: EDUCBA
  • Modern Robotics, Course 3: Robot Dynamics: Northwestern University
  • Hands-on quantum error correction with Google Quantum AI: Google Quantum AI
  • AI for Healthcare Systems: University of Colorado System
  • Analítica y ciencia de datos para negocios: Pontificia Universidad Católica del Perú
  • Finetuning Large Language Models: DeepLearning.AI
  • Gen AI Agents: Transform Your Organization: Google Cloud

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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