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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


  • D

    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, AI powered creativity, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, AI Integrations, AI literacy, Writing and Editing, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Calendar Management, Operational Efficiency, Media Production

    ★ 4.6 (48) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Minnesota

    Advanced Models for Decision Making

    Skills you'll gain: Operations Research, Supply Chain Planning, Supply Chain, Transportation, Supply Chain, and Logistics, Workforce Management, Resource Planning, Business Analytics, Applied Mathematics, Mathematical Modeling, Manufacturing Operations, Operations Management, Workforce Planning, Financial Modeling, Inventory Control, Business Analysis, Microsoft Excel, Production Process, Resource Allocation, Analytics, Cash Management

    ★ 4.7 (61) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Hedge Funds & Private Equity: Analyze & Evaluate

    Skills you'll gain: Private Equity, Loans, Investment Management, Case Studies, Performance Measurement, Investments, Financial Market, Capital Markets, Performance Analysis, Performance Metric, Financial Management, Asset Management, Entrepreneurial Finance, Growth Strategies, Analysis, Benchmarking, Corporate Finance

    ★ 5 (21) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Scrimba

    Learn Python

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Structures, Python Programming, Programming Principles, Computer Programming, Computational Logic, Software Engineering, Performance Tuning, Web Development, Performance Testing, Web Development Tools, Debugging, Software Development

    ★ 4.6 (72) · Beginner · Specialization · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    8 Most Controversial Terms in AI, Explained

    Skills you'll gain: Artificial Intelligence, AI literacy, Responsible AI, Generative AI, Open Source Technology, Large Language Modeling, Machine Learning, Model Evaluation

    ★ 4.8 (31) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    Universidad Austral

    Educación Básica en Contextos Rurales

    Skills you'll gain: Educational Materials, Diversity Awareness, Instructional and Curriculum Design, Community Organizing, Parent Communication, Strategic Planning, Policy Analysis, Research, and Development, Leadership, Team Collaboration, Family Support, Collaboration, Teamwork, Relationship Building, Problem Solving, Prioritization, Cultural Sensitivity, Socioeconomics, Communication

    ★ 4.8 (607) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Internet of Things: Multimedia Technologies

    Skills you'll gain: Mobile Development, Application Development, Python Programming, Internet Of Things, Digital Signal Processing, Embedded Software, Development Environment

    ★ 4.6 (311) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    A Technical Leader's Qualities and Effectiveness

    Skills you'll gain: Stakeholder Management, Engineering Management, Stakeholder Engagement, Negotiation, Stakeholder Communications, Mentorship, Leadership, Leadership and Management, Courage, Growth Mindedness, Leadership Development, Team Leadership, Organizational Leadership, Collaboration, Professional Development, Visionary, Personal Development, Lifelong Learning, Personal Integrity, Resilience

    ★ 4.7 (24) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Foundations of Mass Communication & Media

    Skills you'll gain: Media and Communications, Communication Strategies, Strategic Communication, Media Strategy, Electronic Media, Marketing and Public Relations, Communication, Economics, Policy, and Social Studies, Culture, Social Media, Digital Communications

    Mixed · Course · 1 - 4 Weeks

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

    University of Pennsylvania

    Artificial Intelligence Essentials

    Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, AI literacy, Python Programming, Responsible AI

    ★ 4.3 (42) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Minnesota

    Healthcare Delivery Providers

    Skills you'll gain: Health Systems, Healthcare Industry Knowledge, Leadership Studies, Leadership Development, Health Care Administration, Managed Care, Medical Management, Hospital Experience, Organizational Structure, Health Administration, Health Care, Value-Based Care, Primary Care, Care Coordination, Payment Systems, Home Health Care, Medicare, Health Policy, Patient-centered Care, Hospice

    ★ 4.7 (215) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    Infosec

    Advanced Python Scripting for Cybersecurity

    Skills you'll gain: Network Analysis, Network Security, Cyber Operations, Intrusion Detection and Prevention, MITRE ATT&CK Framework, Cybersecurity, Threat Detection, Network Monitoring, Penetration Testing, Anomaly Detection, Exploitation techniques, Brute-force attacks, Scripting, Authentications, Python Programming, Data Access, Identity and Access Management, Automation

    ★ 4.5 (81) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • AI for Productivity: Duke University
  • Advanced Models for Decision Making: University of Minnesota
  • Hedge Funds & Private Equity: Analyze & Evaluate: EDUCBA
  • Learn Python: Scrimba
  • 8 Most Controversial Terms in AI, Explained: Coursera
  • Educación Básica en Contextos Rurales: Universidad Austral
  • Internet of Things: Multimedia Technologies: University of California San Diego
  • A Technical Leader's Qualities and Effectiveness: University of Colorado Boulder
  • Foundations of Mass Communication & Media: EDUCBA
  • Artificial Intelligence Essentials: University of Pennsylvania

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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