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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 California San Diego

    Capstone: Analyzing (Social) Network Data

    Skills you'll gain: Social Network Analysis, Network Analysis, Graph Theory, Technical Communication, Data Structures, Algorithms, Analysis, Computer Science, Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    100 reviews

    Mixed · Course · 1 - 3 Months

  • I

    IIT Bombay

    Introduction to Tech Entrepreneurship

    Skills you'll gain: Entrepreneurial Finance, Go To Market Strategy, Value Propositions, Product Development, Business Modeling, Presentations, Entrepreneurship, Communication, Persona Development, Customer Analysis, Financial Statements, Business Strategy, Innovation, Technical Management, Market Research

    4.9
    Rating, 4.9 out of 5 stars
    ·
    104 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    AI 알고리즘 모델과 한계점

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Algorithms, Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Business Ethics, Ethical Standards And Conduct

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    The Power of Storytelling: How to Visualize Data in the Cloud

    Skills you'll gain: Data Storytelling, Data Visualization, Data Visualization Software, Dashboard, Data Modeling, Data Access, Business Analytics, UI/UX Strategy, Data Analysis, Data Governance, Performance Tuning, Cloud Services, Self Service Technologies, Version Control

    4.4
    Rating, 4.4 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Data Science with NumPy, Sets, and Dictionaries

    Skills you'll gain: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export

    4
    Rating, 4 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Gestión innovadora: transformando instituciones educativas

    Skills you'll gain: Student-Centred Learning, Education Software and Technology, Innovation, Curriculum Development, Pedagogy, Organizational Leadership, Organizational Change, Leadership, Learning Styles, Team Building, Continuous Improvement Process

    4.9
    Rating, 4.9 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Kubernetes Fundamentals

    Skills you'll gain: Kubernetes, Cloud-Native Computing, YAML, Containerization, Application Deployment, Microservices, Virtual Machines, Data Persistence, Virtual Environment, Ubuntu, Network Architecture, Command-Line Interface, Scalability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Technical Managerial Written Skills

    Skills you'll gain: Proposal Writing, Editing, Business Writing, Technical Writing, Technical Management, Technical Communication, Proofreading, Engineering Management, Writing, Business Correspondence, Target Audience, Concision, Grammar, Persuasive Communication, Communication

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Engaging ELLs and Their Families in the School and Community

    Skills you'll gain: Parent Communication, Student Engagement, Community Outreach, Teaching, Cultural Diversity, Instructional Strategies, Cultural Sensitivity, Case Studies, Diversity Awareness, Collaboration

    4.6
    Rating, 4.6 out of 5 stars
    ·
    66 reviews

    Mixed · Course · 1 - 3 Months

  • M

    Michigan State University

    Capstone - Launch Your Own Business!

    Skills you'll gain: Product Development, Entrepreneurship, Business Planning, Operations Management, Operations, Accounting, Business, Small Business Accounting, Legal Risk, New Business Development, Business Development, Commercial Laws, Digital Advertising, Financial Statements, Marketing, Business Strategy, Cash Flows

    4.8
    Rating, 4.8 out of 5 stars
    ·
    145 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Scrimba

    HTML & CSS Crash Course

    Skills you'll gain: HTML and CSS, Responsive Web Design, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), File Management, Web Design, Front-End Web Development, Web Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Expanding SEL

    Skills you'll gain: Self-Awareness, Empowerment, Emotional Intelligence, Social Skills, Social Justice, Behavior Management, Empathy, School Psychology, Working With Children, Cultural Diversity, Mindfulness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    134 reviews

    Advanced · Course · 1 - 3 Months

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

  • Capstone: Analyzing (Social) Network Data: University of California San Diego
  • Introduction to Tech Entrepreneurship: IIT Bombay
  • AI 알고리즘 모델과 한계점: LearnQuest
  • The Power of Storytelling: How to Visualize Data in the Cloud: Google Cloud
  • Data Science with NumPy, Sets, and Dictionaries: Duke University
  • Gestión innovadora: transformando instituciones educativas: Universidad Austral
  • Kubernetes Fundamentals: LearnKartS
  • Technical Managerial Written Skills: University of Colorado Boulder
  • Engaging ELLs and Their Families in the School and Community: Arizona State University
  • Capstone - Launch Your Own Business!: Michigan State 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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