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Feature Engineering Courses

Feature engineering courses can help you learn techniques for transforming raw data into meaningful features, selecting relevant variables, and creating new features to improve model performance. You can build skills in data preprocessing, handling missing values, and using domain knowledge to enhance feature sets.


Popular Feature Engineering Courses and Certifications


  • Status: Free
    Free
    C

    Coursera

    PowerBI for Beginners: Data transformation

    Skills you'll gain: Power BI, Data Transformation, Data Manipulation, Data Cleansing, Feature Engineering, Data Integration, Predictive Modeling, Data Quality

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free
    Free
    A

    Amazon Web Services

    Advanced Prompt Caching and Response Optimization

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, LLM Application, Application Development, Artificial Intelligence, Performance Tuning, Network Routing, Routing Protocols

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Product Management: An Introduction

    Skills you'll gain: Product Lifecycle Management, Product Management, Project Management, Product Development, Product Strategy, Portfolio Management, Value Propositions, Stakeholder Management, Cross-Functional Collaboration, Market Research, Business Acumen

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    VLSI CAD Part I: Logic

    Skills you'll gain: Computational Logic, Application Specific Integrated Circuits, Theoretical Computer Science, Data Structures, Verification And Validation, Computer Architecture, Systems Design, Algorithms, Computer Engineering, Mathematical Software, Design Software, Computer Programming Tools, Debugging, Digital Design, Software Development Tools

    4.6
    Rating, 4.6 out of 5 stars
    ·
    557 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    Retrieval Augmented Generation (RAG)

    Skills you'll gain: LLM Application, Large Language Modeling, ChatGPT, Prompt Engineering, Generative AI, System Monitoring, Application Security, Natural Language Processing, Semantic Web, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    157 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Data Ethics, Data Management, Unsupervised Learning, Human Computer Interaction, User Experience Design, Classification And Regression Tree (CART), Data Quality, Human Centered Design, Machine Learning, Human Factors, Regression Analysis, Technical Management, Applied Machine Learning, Project Management, Product Management, Product Design, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    978 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    CSS Projects: Design & Build Websites

    Skills you'll gain: HTML and CSS, Responsive Web Design, Cascading Style Sheets (CSS), Bootstrap (Front-End Framework), Web Design, User Interface (UI) Design, Front-End Web Development, Web Development, Typography, Animations

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Understand Google Cloud Agents

    Skills you'll gain: Google Gemini, Google Cloud Platform, Generative AI Agents, LLM Application, Responsible AI, Artificial Intelligence, Prompt Engineering, Cloud Security, Large Language Modeling, Enterprise Security

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    A

    Alberta Machine Intelligence Institute

    Introduction to Generative AI: Concepts and Techniques

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, Large Language Modeling, LLM Application, Open Source Technology, Responsible AI, Artificial Intelligence, Natural Language Processing, Artificial Neural Networks, Computer Architecture, Information Privacy, Application Programming Interface (API)

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    AI Agent Orchestration and Scaling

    Skills you'll gain: Generative AI Agents, Agentic systems, Workflow Management, Artificial Intelligence, Prompt Engineering, Generative AI, Customer and Client Support, Governance, User Feedback

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Agen AI Generatif: Mentransformasi Organisasi Anda

    Skills you'll gain: Generative AI Agents, Generative AI, AI Product Strategy, Customer experience improvement, Google Cloud Platform, Prompt Engineering, Tool Calling, Organizational Strategy, Innovation, Large Language Modeling

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Software Testing and Automation

    Skills you'll gain: Open Web Application Security Project (OWASP), Cucumber (Software), Software Testing, Selenium (Software), Gherkin (Scripting Language), JUnit, Verification And Validation, Test Automation, Unit Testing, Security Testing, Regression Testing, Test Case, Testability, Behavior-Driven Development, Code Coverage, Performance Testing, Development Testing, Test Planning, Acceptance Testing, Software Quality Assurance

    4.2
    Rating, 4.2 out of 5 stars
    ·
    987 reviews

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular feature engineering courses

  • PowerBI for Beginners: Data transformation: Coursera
  • Advanced Prompt Caching and Response Optimization: Amazon Web Services
  • Product Management: An Introduction: IBM
  • VLSI CAD Part I: Logic: University of Illinois Urbana-Champaign
  • Retrieval Augmented Generation (RAG): DeepLearning.AI
  • AI Product Management: Duke University
  • CSS Projects: Design & Build Websites: EDUCBA
  • Understand Google Cloud Agents: Google Cloud
  • Introduction to Generative AI: Concepts and Techniques: Alberta Machine Intelligence Institute
  • AI Agent Orchestration and Scaling: Edureka

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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