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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


  • V

    Vanderbilt University

    GPT Vision: Seeing the World through Generative AI

    Skills you'll gain: Generative AI, Expense Reports, Image Analysis, Expense Management, Organizational Skills, Computer Vision, Data Storytelling, Project Controls, Social Media Content, Artificial Intelligence, Photography, Prompt Engineering, Cooking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    236 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vertex Pipelines: Qwik Start

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Applied Machine Learning, Data Pipelines, Tensorflow, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • A

    Advancing Women in Tech

    The Business of Product Management I

    Skills you'll gain: Product Management, Technical Product Management, Product Roadmaps, Product Strategy, Product Requirements, New Product Development, Product Lifecycle Management, Product Development, Competitive Analysis, Market Opportunities, Customer experience strategy (CX), Customer Insights, Innovation, Persuasive Communication, Market Analysis, B2B Sales

    4.5
    Rating, 4.5 out of 5 stars
    ·
    819 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Scaling with Google Cloud Operations

    Skills you'll gain: Cloud Management, Cloud Solutions, Google Cloud Platform, Cloud Computing, DevOps, Operational Excellence, Cloud Infrastructure, Cost Management, Site Reliability Engineering, Operational Efficiency, Scalability, Corporate Sustainability, System Monitoring, Customer Support

    4.8
    Rating, 4.8 out of 5 stars
    ·
    804 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Emergent Phenomena in Science and Everyday Life

    Skills you'll gain: Systems Thinking, Analysis, General Science and Research, Materials science, Simulations, Biology, Mathematical Modeling, Physics, Psychology, Computational Logic, Mechanics, Applied Mathematics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    168 reviews

    Mixed · Course · 1 - 3 Months

  • E

    ESSEC Business School

    Foundations of strategic business analytics

    Skills you'll gain: Business Analytics, Forecasting, Statistical Methods, Data Presentation, Predictive Analytics, R Programming, Information Technology, Statistical Analysis, Communication, Business, Business Intelligence, Strategic Thinking, Data Analysis, Data Visualization, Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    662 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Data Scientists

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Data Quality, Data Strategy, AI Enablement, Applied Machine Learning, Exploratory Data Analysis, Machine Learning, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Sungkyunkwan University

    Fundamentals of CNNs and RNNs

    Skills you'll gain: Recurrent Neural Networks (RNNs), Image Analysis, Convolutional Neural Networks, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 3 Months

  • F

    Fractal Analytics

    Quantum Computing For Everyone - An Introduction

    Skills you'll gain: Cloud Computing, Information Technology, Cybersecurity, Linear Algebra, Critical Thinking, Simulations

    4.1
    Rating, 4.1 out of 5 stars
    ·
    109 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Get started with Jira

    Skills you'll gain: Workflow Management, Jira (Software), Product Roadmaps, Backlogs, Kanban Principles, Project Coordination, Agile Software Development, Agile Methodology, Issue Tracking, Agile Project Management, Project Management Software, Work Order

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.1K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Peking University

    Management Communication 管理沟通

    Skills you'll gain: Non-Verbal Communication, Corporate Communications, Business Communication, Strategic Communication, Team Management, Interpersonal Communications, Communication, Negotiation, Public Speaking, Intercultural Competence, Business Management, Cultural Sensitivity, Cultural Diversity, Interviewing Skills

    4.8
    Rating, 4.8 out of 5 stars
    ·
    166 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Copenhagen

    The New Nordic Diet - from Gastronomy to Health

    Skills you'll gain: Nutrition and Diet, Nutrition Education, Food and Beverage, Health Promotion, Public Health and Disease Prevention, Public Health, Adaptability, Community Health, Child Health, Environmental Issue, Clinical Trials

    4.6
    Rating, 4.6 out of 5 stars
    ·
    779 reviews

    Mixed · Course · 1 - 3 Months

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

  • GPT Vision: Seeing the World through Generative AI: Vanderbilt University
  • Vertex Pipelines: Qwik Start: Google Cloud
  • The Business of Product Management I: Advancing Women in Tech
  • Scaling with Google Cloud Operations: Google Cloud
  • Emergent Phenomena in Science and Everyday Life: University of California, Irvine
  • Foundations of strategic business analytics: ESSEC Business School
  • GenAI for Data Scientists: Coursera
  • Fundamentals of CNNs and RNNs: Sungkyunkwan University
  • Quantum Computing For Everyone - An Introduction : Fractal Analytics
  • Get started with Jira: Coursera

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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