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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


  • U

    University of Colorado Boulder

    Introduction to PhET Simulations for STEM Education

    Skills you'll gain: Instructional Strategies, Education Software and Technology, Mathematics Education, Pedagogy, Teaching, Web Content Accessibility Guidelines, Simulation and Simulation Software, Research, Peer Review

    4.9
    Rating, 4.9 out of 5 stars
    ·
    91 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Introduction to Midjourney

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, AI Workflows, Creative Design, Visualization (Computer Graphics), ChatGPT, Image Quality, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Physics of Geometrical and Physical Optics

    Skills you'll gain: Physics, Applied Mathematics, Geometry, Engineering Analysis, Advanced Mathematics, Physical Science, Mathematical Modeling, Trigonometry, Calculus, Algebra, Mathematical Theory & Analysis, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI Business School

    AI for Management & Management support

    Skills you'll gain: Agentic Workflows, Prompt Engineering, AI Workflows, Generative AI, Sales, Sales Enablement, Productivity, AI Orchestration, Large Language Modeling, ChatGPT, Generative AI Agents, AI Enablement, AI Personalization, LLM Application, Innovation, Operational Efficiency, Artificial Intelligence, Operations Management, Automation, Ideation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Intro to TensorFlow 日本語版

    Skills you'll gain: Model Deployment, Tensorflow, Keras (Neural Network Library), Feature Engineering, Cloud Deployment, Data Pipelines, Deep Learning, Machine Learning Methods, Model Evaluation, Data Preprocessing

    3.8
    Rating, 3.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Generative AI for Data Science

    Skills you'll gain: Generative AI, Large Language Modeling, Data Ethics, Transfer Learning, Prompt Engineering, Responsible AI, Feature Engineering, Model Deployment, AI Security, Advertising, Marketing, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Generative AI Applications and Popular Tools

    Skills you'll gain: Responsible AI, Content Creation, Hugging Face

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • L

    LearnKartS

    Project Approaches, Lifecycles, and Agile Implementation

    Skills you'll gain: Agile Project Management, Agile Methodology, Kanban Principles, Lean Methodologies, Agile Product Development, Project Management Life Cycle, Scaled Agile Framework, Project Management Institute (PMI) Methodology, Workflow Management, Sprint Planning, Project Planning, Backlogs, Change Management, Sprint Retrospectives, Team Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    47 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Engaging ELLs and Their Families in the School and Community

    Skills you'll gain: Parent Communication, Student Engagement, Community Outreach, Teaching, Cultural Diversity, Instructional Strategies, Cultural Sensitivity, Case Studies, Diversity Awareness, Collaboration

    4.6
    Rating, 4.6 out of 5 stars
    ·
    66 reviews

    Mixed · Course · 1 - 3 Months

  • K

    KodeKloud

    Linux for beginners with Hands-on Labs

    Skills you'll gain: Package and Software Management, Command-Line Interface, Linux Commands, Linux, Linux Administration, File Systems, Data Storage, Network Troubleshooting, Operating Systems, Remote Access Systems, Operating System Administration, File Management, Service Management, General Networking, Network Security, User Accounts

    4.5
    Rating, 4.5 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • M

    MedCerts

    Functional Approach to Understanding Behavior

    Skills you'll gain: Functional Behavior Assessment, Applied Behavior Analysis, Behavioral Health, Instructional Strategies

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Uso de Python para Acceder a Datos Web

    Skills you'll gain: Web Scraping, Restful API, Network Protocols, JSON, Extensible Markup Language (XML), TCP/IP, Application Programming Interface (API), Data Import/Export, Hypertext Markup Language (HTML), Data Processing, Python Programming, Software Installation, Development Environment

    4.2
    Rating, 4.2 out of 5 stars
    ·
    12 reviews

    Mixed · Course · 1 - 3 Months

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

  • Introduction to PhET Simulations for STEM Education: University of Colorado Boulder
  • Introduction to Midjourney: Edureka
  • Physics of Geometrical and Physical Optics: Rice University
  • AI for Management & Management support: AI Business School
  • Intro to TensorFlow 日本語版: Google Cloud
  • Generative AI for Data Science: Microsoft
  • Generative AI Applications and Popular Tools: Edureka
  • Project Approaches, Lifecycles, and Agile Implementation: LearnKartS
  • Engaging ELLs and Their Families in the School and Community: Arizona State University
  • Linux for beginners with Hands-on Labs: KodeKloud

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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