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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


  • S

    Starweaver

    Effective Inventory Management and Optimization

    Skills you'll gain: Inventory Control, Inventory Management, Inventory Management System, Customer Demand Planning, Demand Planning, Materials Management, Warehousing, Order Fulfillment, Forecasting, Cost Control, Operational Efficiency, Performance Measurement, Key Performance Indicators (KPIs)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Fundamentals of Analytics on AWS

    Skills you'll gain: Data-Driven Decision-Making, Data Lakes, Analytics, Data Architecture, Data Warehousing, Data Management, Data Analysis, Big Data, Business Analytics, Data Storage, Amazon Web Services, Machine Learning, Data Strategy

    4.4
    Rating, 4.4 out of 5 stars
    ·
    63 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Finite Element Analysis Convergence and Mesh Independence

    Skills you'll gain: Finite Element Methods, Simulation and Simulation Software, Engineering Analysis, Simulations, Mechanical Design, Process Engineering, Engineering, Verification And Validation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    251 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of California, Irvine

    Life 101: Mental and Physical Self-Care

    Skills you'll gain: Stress Management, Personal Development, Emotional Intelligence, Self-Awareness, Mindfulness, Mental Health, Substance Abuse, Nutrition and Diet, Preventative Care, Mental Concentration, Exercise Science, Health And Wellness Coaching, Environmental Science, Health Education

    4.8
    Rating, 4.8 out of 5 stars
    ·
    276 reviews

    Beginner · Course · 1 - 3 Months

  • M

    MathWorks

    Data Science Companion

    Skills you'll gain: Data Science, Data Processing, Applied Machine Learning, Machine Learning, Geographic Information Systems, Big Data, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Data Cleansing, Regression Analysis, Classification Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Cloud Networking

    Skills you'll gain: Cloud Infrastructure, Network Architecture, Computer Networking, Cloud Computing Architecture, Software-Defined Networking, Cloud Computing, Network Routing, TCP/IP, Wide Area Networks, Data Centers, Network Performance Management, Network Switches, Virtual Machines, Scalability, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    304 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Generative AI-Powered Solutions for Modern Healthcare

    Skills you'll gain: Healthcare Project Management, Clinical Documentation, Responsible AI, Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Data Ethics, Operations Management, Generative AI, Informed Consent, Project Risk Management, Performance Metric, Continuous Improvement Process, Medical Privacy, AI Security, Health Care Procedure and Regulation, Healthcare Ethics, Generative AI Agents, Health Informatics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    71 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Wearable Technologies and Sports Analytics

    Skills you'll gain: Sports Medicine, Injury Prevention, Athletic Training, Physiology, Analytics, Physical Stamina, Data Analysis, Advanced Analytics, Medical Equipment and Technology, Vital Signs, Health Technology, Python Programming, Machine Learning, Data Collection

    4.5
    Rating, 4.5 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 3 Months

  • Y

    Yonsei University

    Hands-on Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Preprocessing, Natural Language Processing, Classification Algorithms, Data Analysis, Java, Unsupervised Learning, Machine Learning Methods, Supervised Learning

    3.9
    Rating, 3.9 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Introduction to Robotics with Webots

    Skills you'll gain: Robotics, Artificial Intelligence, Automation, Data Mapping, Graph Theory, Planning, Algorithms, Computer Programming, Computer Vision, Computer Science, Simulation and Simulation Software, Control Systems, Real-Time Operating Systems, Engineering, Data Structures, Python Programming, Simulations, Linear Algebra, Design

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    75 reviews

    Beginner · Specialization · 3 - 6 Months

  • T

    The Chinese University of Hong Kong

    Entrepreneurship

    Skills you'll gain: Entrepreneurship, Market Opportunities, Innovation, Business Planning, Business Leadership, Business Development, New Product Development, Financial Analysis, Business Strategy, Competitive Analysis, Market Research, Presentations, Financial Modeling, Fundraising

    4.7
    Rating, 4.7 out of 5 stars
    ·
    305 reviews

    Beginner · Course · 1 - 3 Months

  • A

    AI Business School

    AI for Finance

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI, Sales Enablement, No-Code Development, Financial Forecasting, AI Personalization, Sales, Responsible AI, Risk Management, AI Security, AI Product Strategy, Generative AI Agents, LLM Application, Artificial Intelligence, ChatGPT, Innovation, Productivity, Operational Efficiency

    4.4
    Rating, 4.4 out of 5 stars
    ·
    43 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Effective Inventory Management and Optimization : Starweaver
  • Fundamentals of Analytics on AWS: Amazon Web Services
  • Finite Element Analysis Convergence and Mesh Independence: Coursera
  • Life 101: Mental and Physical Self-Care: University of California, Irvine
  • Data Science Companion: MathWorks
  • Cloud Networking: University of Illinois Urbana-Champaign
  • Generative AI-Powered Solutions for Modern Healthcare: Coursera
  • Wearable Technologies and Sports Analytics: University of Michigan
  • Hands-on Text Mining and Analytics: Yonsei University
  • Introduction to Robotics with Webots: University of Colorado Boulder

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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