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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


  • Status: Free Trial
    Free Trial
    R

    Rice University

    Algorithmic Thinking (Part 1)

    Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Programming Principles, Python Programming, Computer Programming, Program Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    384 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    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

  • Status: Free
    Free
    A

    Amazon Web Services

    Essentials of Prompt Engineering

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI Agents, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    756 reviews

    Mixed · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Strategic Career Self-Management

    Skills you'll gain: Job Analysis, Adaptability, Professional Development, Dealing With Ambiguity, Personal Development, Lifelong Learning, Brand Management, Smart Goals, Gap Analysis, Competitive Analysis, Self-Awareness, Dashboard, Goal Setting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    304 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    Innovación Educativa

    Skills you'll gain: Digital pedagogy, Innovation, Emerging Technologies, Solution Design, digital literacy, Entrepreneurship, Educational Materials, Learning Strategies, Student-Centred Learning, Creativity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    249 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northwestern University

    Scaling Operations: Linking Strategy and Execution

    Skills you'll gain: Data-Driven Decision-Making, Strategic Sourcing, Operational Analysis, Operations Management, Business Operations, Capacity Planning, Supply Chain, Competitive Analysis, Strategic Decision-Making, Business Strategy, Supplier Relationship Management, Case Studies, Return On Investment, Planning, Financial Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    262 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Science and Technology of China

    职场修炼:学习、创新、协作与自我实现

    Skills you'll gain: Brainstorming, Creative Thinking, Creative Problem-Solving, Time Management, Problem Solving, Innovation, Lifelong Learning, Productivity, Workflow Management, Quick Learning, Resourcefulness, Adult Education, Collaboration, Learning Strategies, Open Mindset, Operational Efficiency, Process Design, Adaptability, Willingness To Learn, Personal Development

    4.3
    Rating, 4.3 out of 5 stars
    ·
    130 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Product Owner Certification [PSPO I] Preparation

    Skills you'll gain: AI Product Strategy, Backlogs, Agile Product Development, Stakeholder Communications, Product Roadmaps, Virtual Teams, Stakeholder Management, Agile Project Management, Product Strategy, Agile Methodology, User Story, Communication, Cross-Functional Collaboration, Product Lifecycle Management, Product Management, Negotiation, Product Requirements, Sprint Planning, Conflict Management, Scaled Agile Framework

    4.6
    Rating, 4.6 out of 5 stars
    ·
    167 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Principios de Psicología

    Skills you'll gain: Psychology, Human Learning, Human Development, Scientific Methods, Social Sciences, Culture, Mental Health Diseases and Disorders, Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    241 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique

    Initiation à la théorie des distributions

    Skills you'll gain: Advanced Mathematics, Differential Equations, Mathematical Theory & Analysis, Calculus, Integral Calculus, Applied Mathematics, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Introduction to Uncertainty Quantification

    Skills you'll gain: Probability, Bayesian Statistics, Probability Distribution, Risk Modeling, Mathematical Modeling, Statistical Inference, Markov Model, Reliability, Simulations, Applied Mathematics, Statistical Analysis, Regression Analysis

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Scrimba

    Intro to Model Context Protocol (MCP)

    Skills you'll gain: Model Context Protocol, AI Workflows, Tool Calling, Anthropic Claude, Real Time Data, Debugging, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Servers, Artificial Intelligence, Middleware, Data Access, Server Side, Generative AI

    2.5
    Rating, 2.5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Algorithmic Thinking (Part 1): Rice University
  • AI 알고리즘 모델과 한계점: LearnQuest
  • Essentials of Prompt Engineering: Amazon Web Services
  • Strategic Career Self-Management: The State University of New York
  • Innovación Educativa: Tecnológico de Monterrey
  • Scaling Operations: Linking Strategy and Execution: Northwestern University
  • 职场修炼:学习、创新、协作与自我实现: University of Science and Technology of China
  • Product Owner Certification [PSPO I] Preparation: SkillUp
  • Principios de Psicología: Tecnológico de Monterrey
  • Initiation à la théorie des distributions: École Polytechnique

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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