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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

    Dassault Systèmes

    SOLIDWORKS Foundations: Sketching and Extrusion

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Drafting and Engineering Design, 3D Modeling, Mechanical Engineering

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

  • S

    Sungkyunkwan University

    Recommender Systems

    Skills you'll gain: Scalability, Deep Learning, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI Business School

    AI for HR

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, AI Personalization, Agentic Workflows, Responsible AI, Generative AI, Risk Management, HR Tech, Personalized Campaigns, AI literacy, AI Workflows, AI Enablement, ChatGPT, Generative AI Agents, Risk Analysis, Productivity, Artificial Intelligence, LLM Application, Innovation, Ideation

    ★ 4.7 (28) · Beginner · Specialization · 1 - 3 Months

  • I

    Imperial College London

    Health Systems Development: Health systems, Policy and Research

    Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Policty Analysis, Research, and Development, Public Health, Public Health and Disease Prevention, Health Promotion, Policy Analysis, Health Administration, Public Policies, Research

    ★ 4.8 (97) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    OpenSUSE Linux OS Fundamentals

    Skills you'll gain: Command-Line Interface, Linux, Package and Software Management, Linux Administration, File Management, Operating System Administration, Linux Commands, Systems Administration, File Systems, Open Source Technology, System Configuration, Software Installation, Operating Systems, Virtualization, User Interface (UI)

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

  • A

    Amazon Web Services

    Planning a Generative AI Project

    Skills you'll gain: Generative AI, Generative Model Architectures, AI Product Strategy, AI Enablement, Risking, Communication

    ★ 4.5 (161) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Shell Programming Essentials

    Skills you'll gain: Unix Shell, Shell Script, Bash (Scripting Language), Unix Commands, Unix, Scripting, Scripting Languages, Command-Line Interface, File I/O, File Systems, Programming Principles, Computer Programming

    ★ 5 (12) · Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply API Testing Fundamentals Using Postman

    Skills you'll gain: CI/CD, Verification And Validation, Software Testing, Restful API, Development Testing, Code Reusability

    ★ 4.8 (10) · Beginner · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Advanced Statistical Techniques for Data Science

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Regression Analysis, Analytics, Statistical Programming, Data Analysis, Logistic Regression, R Programming, Verification And Validation

    ★ 4.5 (49) · Intermediate · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Precalculus: Mathematical Modeling

    Skills you'll gain: Data Literacy, Data Analysis, Applied Mathematics, Mathematical Modeling, Data Modeling, Systems Of Measurement, Regression Analysis, Trigonometry

    ★ 4.8 (96) · Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Art of the MOOC: Experiments with Sound

    Skills you'll gain: World Music, Music History, Music, Musical Composition, Music Theory, Aesthetics, Instrumental Music, Multimedia, Performing Arts, Electronic Media, Liberal Arts, Creativity, Cultural Diversity

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

  • C

    Cisco Learning and Certifications

    Network Fundamentals

    Skills you'll gain: OSI Models, Network Security, Network Protocols, Network Performance Management, Network Architecture, Network Monitoring, Role-Based Access Control (RBAC), Network Troubleshooting, Network Administration, Computer Networking, TCP/IP, Network Planning And Design, Cybersecurity, Routing Protocols, Firewall, Network Routing, Network Analysis, IT Infrastructure, Cloud Computing, Automation

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

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

  • SOLIDWORKS Foundations: Sketching and Extrusion: Dassault Systèmes
  • Recommender Systems: Sungkyunkwan University
  • AI for HR: AI Business School
  • Health Systems Development: Health systems, Policy and Research: Imperial College London
  • OpenSUSE Linux OS Fundamentals: EDUCBA
  • Planning a Generative AI Project: Amazon Web Services
  • Shell Programming Essentials: EDUCBA
  • Apply API Testing Fundamentals Using Postman: EDUCBA
  • Advanced Statistical Techniques for Data Science: Illinois Tech
  • Precalculus: Mathematical Modeling: Johns Hopkins 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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