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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


  • M

    Michigan State University

    Design and Make Infographics (Project-Centered Course)

    Skills you'll gain: Infographics, Adobe Illustrator, Graphic and Visual Design, Diagram Design, Graphic Design, Visual Design, Typography, Layout Design, Design Elements And Principles, Visual Storytelling, Graphical Tools, Storytelling, Color Theory

    4.6 stars, 960 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (960) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    Build Multimodal Generative AI Applications

    Skills you'll gain: Multimodal Prompts, LLM Application, OpenAI API, AI powered creativity, AI Integrations, Large Language Modeling, Embeddings, Prompt Engineering, AI Personalization, Retrieval-Augmented Generation, Web Applications, Flask (Web Framework), Web Development, Software Development

    4.6 stars, 64 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (64) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Software, Programming, and Databases

    Skills you'll gain: Generative AI, Cloud Computing Architecture, Generative AI Agents, Systems Development Life Cycle, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Cloud Services, Database Management Systems, Artificial Intelligence, Software Development Methodologies, Data Strategy, Database Application, Programming Principles, Data Storage Technologies, Cross Platform Development, Package and Software Management, Data-Driven Decision-Making, Computer Programming, Other Programming Languages

    4.7 stars, 475 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (475) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Interplay Learning

    How to Use a Multimeter

    Skills you'll gain: Test Equipment, HVAC, Electrical Equipment, Basic Electrical Systems, Electronic Components, Electrical Power, Electrical Systems, Electrical Safety, Test Tools, Semiconductors

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Credit Risk Modeling

    4.6 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    Edureka

    Mastering Claude AI: Prompting, APIs, RAG, and MCP

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, Prompt Engineering, Anthropic Claude, Application Programming Interface (API), Prompt Patterns, Prompt Engineering Tools, LLM Application, JSON, AI Integrations, Generative AI Agents, AI literacy, Tool Calling, Generative AI, Scripting, Token Optimization, Document Management, Context Engineering, Agentic systems

    3.7 stars, 27 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 3.7 (27) · Intermediate · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • S

    Sungkyunkwan University

    Fundamentals of CNNs and RNNs

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

    4.4 stars, 40 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (40) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    The University of Tokyo

    Interactive Teaching(インタラクティブ・ティーチング)

    Skills you'll gain: Syllabus Development, Interactive Learning, Student Engagement, Teaching, Lesson Planning, Instructing, Pedagogy, Education and Training, Program Evaluation, Instructional Strategies, Course Development, Graphic and Visual Design, Storytelling, Higher Education, Oral Expression

    4.9 stars, 57 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (57) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Project Finance: Analyze, Evaluate & Model

    Skills you'll gain: Project Finance, Financial Modeling, Feasibility Studies, Project Risk Management, Risk Management, Risk Analysis, Financial Analysis, Stakeholder Communications, Capital Budgeting, Cost Estimation, Financial Forecasting, Return On Investment, Cost Benefit Analysis, Business Valuation, Cash Flow Forecasting, Cash Flows

    4.6 stars, 21 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (21) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • R

    Red Hat

    Cloud-Native Development with OpenShift and Kubernetes

    Skills you'll gain: OpenShift, Kubernetes, Cloud-Native Computing, Cloud Deployment, Application Deployment, Cloud Applications, Cloud Management, Containerization, Scalability, Cloud Platforms, Cloud Development, Development Environment, Docker (Software), Cloud Computing, Enterprise Application Management, YAML, Virtual Networking, Configuration Management, Integrated Development Environments, Software Architecture

    4.6 stars, 246 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (246) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Improving Leadership & Governance in Nonprofit Organizations

    Skills you'll gain: Peer Review, Governance, Strategic Planning, Consulting, Performance Measurement, Leadership Studies, Meeting Facilitation, Leadership and Management, Performance Review, Organizational Strategy, Research Reports, Philanthropy, Organizational Leadership, Report Writing, Leadership, Performance Analysis, Performance Management, Organizational Effectiveness, Strategic Leadership, Leadership Development

    4.5 stars, 287 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (287) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Django Features and Libraries

    Skills you'll gain: Django (Web Framework), Application Development, Web Development, Application Deployment, Database Design, Web Applications, Back-End Web Development, Authentications, Object-Relational Mapping, Hypertext Markup Language (HTML), Data Modeling, UI Components, Relational Databases, Python Programming, Data Validation, User Accounts, Network Protocols, User Interface (UI) Design

    4.8 stars, 398 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (398) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Design and Make Infographics (Project-Centered Course): Michigan State University
  • Build Multimodal Generative AI Applications: IBM
  • Introduction to Software, Programming, and Databases: IBM
  • How to Use a Multimeter: Interplay Learning
  • Credit Risk Modeling: EDUCBA
  • Mastering Claude AI: Prompting, APIs, RAG, and MCP: Edureka
  • Fundamentals of CNNs and RNNs: Sungkyunkwan University
  • Interactive Teaching(インタラクティブ・ティーチング): The University of Tokyo
  • Project Finance: Analyze, Evaluate & Model: EDUCBA
  • Cloud-Native Development with OpenShift and Kubernetes: Red Hat

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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