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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


  • E

    EDUCBA

    Master Zoho Books: Analyze, Manage & Automate Accounting

    Skills you'll gain: Accounting Software, Financial Reporting, Business Reporting, Accounting and Finance Software, Management Reporting, Project Accounting, Bookkeeping, Standard Accounting Practices, Accounting, Small Business Accounting, Ledgers (Accounting), Balancing (Ledger/Billing), General Accounting, Software As A Service, Accounting Records, Expense Management, Order Management, Order Entry, Billing, Billing & Invoicing

    4.5 stars, 28 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (28) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python Scripting Masterclass: From Basics to Real Projects

    Skills you'll gain: Debugging, Application Development, Scripting Languages, Shell Script, Model View Controller, Python Programming, Software Development Methodologies, Data Validation, Record Keeping, Programming Principles, Code Reusability, Problem Solving

    4.9 stars, 49 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.9 (49) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Georgia Institute of Technology

    Games without Chance: Combinatorial Game Theory

    Skills you'll gain: Game Theory, Combinatorics, Mathematical Theory & Analysis, Mathematical Modeling, Mathematics and Mathematical Modeling, Applied Mathematics

    4.3 stars, 211 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (211) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Clustering Analysis

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning Methods, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Exploratory Data Analysis, Data Analysis, Algorithms

    4.5 stars, 11 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (11) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Mastering Programming with MATLAB

    Skills you'll gain: Object Oriented Programming (OOP), Algorithms, Object Oriented Design, Software Engineering, Program Development, Matlab, Application Development, Computer Programming, Theoretical Computer Science, Programming Principles, Engineering Calculations, Mathematical Software, Engineering Analysis, Applied Mathematics, Numerical Analysis, Scripting, Performance Tuning, User Interface (UI)

    4.8 stars, 435 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (435) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI for Mining

    Skills you'll gain: Decision Intelligence, Applied Machine Learning

    3.8 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.8 (6) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Vital Skills for Data Science

    Skills you'll gain: Data Ethics, Data Visualization, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Data Security, Data Presentation, User Centered Design, Technical Communication, Cybersecurity, Healthcare Ethics, Cyber Attacks, Usability, Statistical Reporting, Computer Security, Data Storytelling, Ethical Standards And Conduct, Medical Science and Research, Information Privacy, Analysis

    4.3 stars, 134 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (134) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Responsible AI, Model Evaluation, Fine-tuning, Model Deployment, Feature Engineering, LangChain, Model Optimization, Large Language Modeling, Generative Model Architectures, Generative AI, LLM Application, MLOps (Machine Learning Operations), Model Training, OpenAI API, Generative Adversarial Networks (GANs), Business Strategy, Python Programming

    4.1 stars, 100 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.1 (100) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Leading for Equity, Diversity and Inclusion in Higher Education

    Skills you'll gain: Diversity Programs, Diversity Awareness, Higher Education, Diversity Training, Diversity Equity and Inclusion Initiatives, Leadership, Workplace inclusivity, Initiative and Leadership, Cultural Diversity, Social Justice, Community Organizing, Public Affairs, Accountability, Advocacy, Student Engagement

    4.6 stars, 303 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (303) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Aerial Image Segmentation with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Fine-tuning, Transfer Learning, Model Evaluation, Image Analysis, Model Training, Computer Vision, Applied Machine Learning, Deep Learning, Python Programming

    4 stars, 32 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4 (32) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • L

    LearnKartS

    Workplace Compliance & Safety Essentials

    Skills you'll gain: Workplace inclusivity, Security Awareness, Diversity Training, Diversity and Inclusion, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Professionalism, Courage, Information Systems Security, Diversity Programs, Business Ethics, Ethical Standards And Conduct, Cultural Diversity, Workplace Bullying Intervention, Compliance Management, Compliance Training, Professional Development, Cultural Sensitivity, Culture Transformation, Employee Training

    4.8 stars, 357 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (357) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Cryptocurrency Trading Skills Using Binance

    Skills you'll gain: Financial Trading, Securities Trading, Futures Exchange, Market Data, Blockchain, Portfolio Risk, Order Management, Risk Management, User Accounts, Compliance Management, Authentications, Regulatory Compliance, Profit and Loss (P&L) Management, Account Management, Liquidation, Digital Assets, Verification And Validation, Multi-Factor Authentication, Wealth Management

    4.9 stars, 17 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (17) · Beginner · Course · 1 - 4 Weeks

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

  • Master Zoho Books: Analyze, Manage & Automate Accounting: EDUCBA
  • Python Scripting Masterclass: From Basics to Real Projects: EDUCBA
  • Games without Chance: Combinatorial Game Theory: Georgia Institute of Technology
  • Clustering Analysis: University of Colorado Boulder
  • Mastering Programming with MATLAB: Vanderbilt University
  • AI for Mining: AI CERTs
  • Vital Skills for Data Science: University of Colorado Boulder
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • Leading for Equity, Diversity and Inclusion in Higher Education: University of Michigan
  • Aerial Image Segmentation with PyTorch: Coursera

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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