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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


  • C

    Copenhagen Business School

    AI and the Illusion of Intelligence

    Skills you'll gain: Artificial Intelligence, Large Language Modeling, Natural Language Processing, Theoretical Computer Science, Human Learning, Statistical Analysis, Artificial Neural Networks, Computational Thinking, Human Computer Interaction, Social Impact

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Essential Testing Techniques in Software Development

    Skills you'll gain: Software Testing, Test Case, Integration Testing, System Testing, Software Development Life Cycle, Acceptance Testing, Software Quality Assurance, Unit Testing, White-Box Testing, Regression Testing, Usability Testing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Banco Interamericano de Desarrollo

    Educación sobre el cambio climático

    Skills you'll gain: Climate Change Mitigation, Water Resources, Environment, Climate Change Adaptation, Energy and Utilities, Hydrology, Sustainable Development, Interactive Learning, Environmental Issue, Health Education, Land Management, Environmental Science, Community Development, Teaching, Education and Training, Student Engagement, Instructional Strategies, Nutrition and Diet, Storytelling, Systems Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    79 reviews

    Intermediate · Specialization · 1 - 3 Months

  • A

    AI CERTs

    AI for Telecommunications

    Skills you'll gain: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Anomaly Detection, AI Personalization, Internet Of Things, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Wireless Networks, Generative AI, Emerging Technologies, Generative AI Agents, Network Performance Management, Digital Communications, Network Architecture, Network Protocols, Computer Networking, Communication, System Design and Implementation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Advanced · Specialization · 1 - 3 Months

  • T

    The State University of New York

    تطوير تميزك المهني والتدريب الذاتي

    Skills you'll gain: Business Strategy, Training and Development, Lifelong Learning, Strategic Decision-Making, Professional Development, Personal Development, Performance Measurement, Self-Awareness, Benchmarking, Organizational Skills, Portfolio Management, Gap Analysis, Goal Setting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    37 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Building AI Agents – Fundamentals to Advanced

    Skills you'll gain: Email Automation, Agentic Workflows, AI Workflows, Multimodal Prompts, Tool Calling, Calendar Management, Machine Learning Methods, Scheduling, AI Security, Text Mining, Classification Algorithms, JSON

    Intermediate · Course · 1 - 3 Months

  • N

    Northeastern University

    Responsible AI for Mental Health

    Skills you'll gain: Responsible AI, Data Ethics, Social Determinants Of Health, Psychiatry, Mental Health Counseling, Clinical Research Ethics, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, Data Security, Governance, Risk Mitigation, Risk Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Infosec

    Credential Access, discovery, lateral movement & collection

    Skills you'll gain: MITRE ATT&CK Framework, Network Security, Cybersecurity, Exploitation techniques, Python Programming, Data Access, Authorization (Computing), Authentications, Scripting, Remote Access Systems, User Accounts

    4.8
    Rating, 4.8 out of 5 stars
    ·
    64 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    Introduction to Engineering Design

    Skills you'll gain: Computer-Aided Design, Engineering Design Process, Product Engineering, Mechanical Design, Engineering, Simulation and Simulation Software, Conceptual Design, Sustainable Design, Creativity, Problem Solving, Prototyping, Innovation, Analytical Skills, Automation, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Physics of Light and Materials

    Skills you'll gain: Physics, electromagnetics, Materials science, Mechanics, Physical Science, Vibrations, Trigonometry, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Engineering Analysis, Differential Equations, Applied Mathematics, Problem Solving

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    American Renaissance: Classic Literature of the 19th Century

    Skills you'll gain: Storytelling, Oral Expression, Writing, Liberal Arts, Editing, Ethical Standards And Conduct, Research, Diversity Awareness, Social Studies, Social Justice, World History, Culture, Cultural Diversity, Creativity, Political Sciences, Advocacy, Public History

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Specialization · 3 - 6 Months

  • L

    LearnQuest

    Test-Driven Development Overview

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, Code Review, Maintainability, Testability, Software Testing, Debugging, Software Development, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    60 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AI and the Illusion of Intelligence: Copenhagen Business School
  • Essential Testing Techniques in Software Development: Board Infinity
  • Educación sobre el cambio climático: Banco Interamericano de Desarrollo
  • AI for Telecommunications: AI CERTs
  • تطوير تميزك المهني والتدريب الذاتي: The State University of New York
  • Building AI Agents – Fundamentals to Advanced: Packt
  • Responsible AI for Mental Health: Northeastern University
  • Credential Access, discovery, lateral movement & collection: Infosec
  • Introduction to Engineering Design : Starweaver
  • Physics of Light and Materials: Rice 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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