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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


  • U

    University of Colorado Boulder

    Security and Ethical Hacking

    Skills you'll gain: AI Security, Penetration Testing, Network Security, Exploitation techniques, Open Web Application Security Project (OWASP), Cyber Security Assessment, Unix, Computer Security, Network Monitoring, Application Security, Cybersecurity, Artificial Intelligence and Machine Learning (AI/ML), Cryptographic Protocols, Network Protocols, Cryptography, Security Awareness, Generative AI Agents, Server Side, Web Applications, Machine Learning Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • A

    Advancing Women in Tech

    The Art & Science of Product Management

    Skills you'll gain: Cross-Functional Team Leadership, Technical Product Management, Engineering Management, Product Management, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, Software Design, Artificial Intelligence, Interviewing Skills, Machine Learning, Deep Learning, Technical Communication

    4.5
    Rating, 4.5 out of 5 stars
    ·
    157 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Customer Analysis, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Logistic Regression, Data Cleansing, Data Manipulation, Advertising, Digital Advertising, Performance Analysis, Machine Learning, Python Programming, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Understanding Financial Statements: Company Performance

    Skills you'll gain: Income Statement, Financial Statement Analysis, Financial Statements, Financial Analysis, Accounting, Cash Flows, Financial Reporting, Balance Sheet, Business Metrics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    792 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    Personal Productivity, Time Management and Prioritization

    Skills you'll gain: Prioritization, Productivity, Strategic Prioritization, Productivity Software, Ability To Meet Deadlines, Personal Development, Workflow Management, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    386 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Michigan State University

    Photography Capstone Project

    Skills you'll gain: Photography, Peer Review, Photo Editing, Image Quality, Creative Design, Creativity, Content Creation, Storytelling, Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    590 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    Sungkyunkwan University

    Introduction to Korean Philosophy and Culture

    Skills you'll gain: Culture, Cultural Diversity, Intercultural Competence, Liberal Arts, Language Learning, Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    218 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Finding Mutations in DNA and Proteins (Bioinformatics VI)

    Skills you'll gain: Bioinformatics, Markov Model, Molecular Biology, Data Mapping, Machine Learning Methods, Computational Thinking, Algorithms, Data Structures, Computer Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    61 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    How to Set Up a Facebook Ads Campaign

    Skills you'll gain: Target Audience, Facebook, Advertising Campaigns, Social Media Campaigns, Campaign Management, Social Media, Social Media Management, Paid media, Social Media Marketing, Advertising, Marketing Budgets, Digital Advertising, Marketing, Digital Marketing, Budgeting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    434 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Brilliant, Passionate You

    Skills you'll gain: Storytelling, Personal Development, Overcoming Obstacles, Growth Mindedness, Resilience, Self-Awareness, Mental Health, Empowerment, Community Development, Positivity, Lifelong Learning, Relationship Building, Goal Setting, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    290 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Calculus: Single Variable Part 4 - Applications

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Probability & Statistics, Geometry, Probability, Advanced Mathematics, Torque (Physics), Statistics, Mechanics, Mathematical Modeling, Physics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    283 reviews

    Mixed · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    PyTorch: Techniques and Ecosystem Tools

    Skills you'll gain: Transfer Learning, Embeddings, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Model Deployment

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Security and Ethical Hacking: University of Colorado Boulder
  • The Art & Science of Product Management: Advancing Women in Tech
  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • Understanding Financial Statements: Company Performance: University of Illinois Urbana-Champaign
  • Personal Productivity, Time Management and Prioritization: Starweaver
  • Photography Capstone Project: Michigan State University
  • Introduction to Korean Philosophy and Culture: Sungkyunkwan University
  • Finding Mutations in DNA and Proteins (Bioinformatics VI): University of California San Diego
  • How to Set Up a Facebook Ads Campaign: Coursera
  • Brilliant, Passionate You: 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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