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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


  • M

    Michigan State University

    Planning: Principled, Proposing, Proofing, and Practicing to a Success Plan

    Skills you'll gain: Value Propositions, Business Planning, Business Modeling, Entrepreneurship, Verification And Validation, Business Development, Business Strategy, Product Development, Financial Forecasting, New Business Development, Financial Analysis, Customer Analysis, Innovation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    183 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Leeds

    Major Engineering Projects: Governance, Risk and Scope

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Engineering Management, Scope Management, Risk Management, Project Scoping, Stakeholder Analysis, Project Risk Management, Project Management, Business Risk Management, Governance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    306 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Python: de cero a analista de datos

    Skills you'll gain: Matplotlib, NumPy, Extract, Transform, Load, Exploratory Data Analysis, Time Series Analysis and Forecasting, Pandas (Python Package), Package and Software Management, Data Visualization Software, Data Science, Jupyter, Python Programming, Data Analysis, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Data Structures, Ubuntu, Computational Thinking, Mac OS

    4.1
    Rating, 4.1 out of 5 stars
    ·
    93 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Hot New Release
    Hot New Release
    K

    Knowledge Accelerators

    Microsoft 365 Copilot: Boost Productivity & Build Agents

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Microsoft Power Platform, Workflow Management, Team Building, Generative AI Agents, Document Management, Generative AI, Ethical Standards And Conduct, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Presentations, Prioritization, Business Writing, Productivity, Microsoft PowerPoint, Business Communication

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Specialization · 3 - 6 Months

  • A

    AI CERTs

    AI Foundations & Design Thinking

    Skills you'll gain: Design Thinking, Design and Product, User Experience Design, Persona (User Experience), Responsible AI, Artificial Intelligence, User Interface and User Experience (UI/UX) Design, Data Ethics, User Experience, Design, AI Enablement, Creative Design, Generative AI, Machine Learning

    3.4
    Rating, 3.4 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Calculus through Data & Modeling: Applying Differentiation

    Skills you'll gain: Applied Mathematics, Estimation, Numerical Analysis, Calculus, Engineering Calculations, Mathematical Modeling, Operations Research, Derivatives, Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    60 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Epic Games

    Fundamentals of Level Design with Unreal Engine

    Skills you'll gain: Game Design, Software Design Documents, Unreal Engine, Video Game Development, Virtual Environment, Conceptual Design, Interactive Design, 3D Assets, Prototyping, Design Elements And Principles, Creativity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    71 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    Microsoft Excel: From Basics to AI-Powered Workflows

    Skills you'll gain: Excel Formulas, Microsoft Excel, Microsoft Copilot, Excel Macros, Microsoft Power Platform, Workflow Management, Microsoft Project, Microsoft 365, Microsoft Teams, Microsoft Office, Business Workflow Analysis, Microsoft Access, ChatGPT, Operational Excellence, Devops Tools, Project Accounting, Interactive Learning, Microsoft Windows, Software Development Tools, Test Tools

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Machine Learning Methods, Classification Algorithms, Unstructured Data, Deep Learning, Probability Distribution, Linear Algebra, Algorithms

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Programmation pour tous (mise en route de Python)

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Program Development, Algorithms, Computational Thinking, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
    ·
    41 reviews

    Mixed · Course · 1 - 3 Months

  • N

    Novartis

    Targets, Assays & Screening

    Skills you'll gain: Drug Development, Pharmaceuticals, Pre-Clinical Development, Pharmacology, Laboratory Testing, Biochemical Assays, Clinical Research, Pharmaceutical Terminology, Verification And Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    37 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Introducción al análisis de sistemas de control con MATLAB

    Skills you'll gain: Control Systems, Mathematical Modeling, Matlab, Systems Analysis, Simulations, Systems Design, Differential Equations, Applied Mathematics, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    ·
    68 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Planning: Principled, Proposing, Proofing, and Practicing to a Success Plan: Michigan State University
  • Major Engineering Projects: Governance, Risk and Scope: University of Leeds
  • Python: de cero a analista de datos: Universidad Nacional Autónoma de México
  • Microsoft 365 Copilot: Boost Productivity & Build Agents: Knowledge Accelerators
  • AI Foundations & Design Thinking: AI CERTs
  • Calculus through Data & Modeling: Applying Differentiation: Johns Hopkins University
  • Fundamentals of Level Design with Unreal Engine: Epic Games
  • Microsoft Excel: From Basics to AI-Powered Workflows: SkillsBooster Academy
  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • Programmation pour tous (mise en route de Python): University of Michigan

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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