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  • Feature Engineering

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


  • P

    Princeton University

    Computer Architecture

    Skills you'll gain: Microarchitecture, Computer Architecture, Memory Management, Hardware Architecture, Computer Engineering, Systems Architecture, Distributed Computing, Performance Tuning

    4.7 stars, 3.9K reviews, Advanced, Course, 3 - 6 Months

    ★ 4.7 (3.9K) · Advanced · Course · 3 - 6 Months

    Category: Free
    Free
  • A

    Amazon

    Amazon Junior Software Developer

    Skills you'll gain: File I/O, Git (Version Control System), Software Development Methodologies, JUnit, Systems Development Life Cycle, Requirements Analysis, Version Control, Application Development, Software Development Life Cycle, Full-Stack Web Development, Test Driven Development (TDD), SQL, Software Development, Restful API, Database Management, Object Oriented Programming (OOP), Decision Intelligence, Digital Transformation, Java Programming, Generative AI

    4.3 stars, 628 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.3 (628) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agent Developer

    Skills you'll gain: Prompt Engineering, Agentic systems, ChatGPT, Prompt Patterns, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, AI Workflows, AI powered creativity, Responsible AI, Agentic Workflows, Data Visualization, OpenAI API, Document Management, LLM Application, Ideation, Verification And Validation, Generative AI, Data Presentation, Software Development

    4.8 stars, 10K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (10K) · Beginner · Specialization · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Responsible AI, OpenAI, ChatGPT, Data Ethics, LLM Application, AI literacy, Large Language Modeling, Leadership and Management, AI Enablement, Business Leadership, Strategic Leadership, Model Evaluation, Business Ethics, Hugging Face, Legal Risk

    4.7 stars, 13K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (13K) · Beginner · Specialization · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • A

    Anthropic

    Claude Code in Action

    Skills you'll gain: Claude Code, Anthropic Claude, Command-Line Interface, Tool Calling, Model Context Protocol, LLM Application, Software Development Tools, GitHub, Context Management, Code Review, Software Development, Generative AI Agents, Automation, Software Engineering

    4.3 stars, 74 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (74) · Beginner · Course · 1 - 4 Weeks

    Category: Top AI program
    Top AI program
    Category: Preview
    Preview
  • I

    IBM

    IBM Full Stack Software Developer

    Skills you'll gain: Cloud Deployment, Unit Testing, Software Development Life Cycle, CI/CD, Object-Relational Mapping, OpenShift, Istio, Kubernetes, Cloud-Native Computing, Node.JS, Cloud Infrastructure, Git (Version Control System), HTML and CSS, Server Side, Javascript, Front-End Web Development, Cloud Computing, Data Ethics, Data Import/Export, Software Development

    4.6 stars, 61K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (61K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • I

    IBM

    IBM RAG and Agentic AI

    Skills you'll gain: Prompt Engineering, AI Orchestration, AI Workflows, LangGraph, Agentic Workflows, LangChain, Retrieval-Augmented Generation, LLM Application, Prompt Patterns, Tool Calling, Agentic systems, Multimodal Prompts, Model Context Protocol, Generative AI Agents, Generative AI, AI Security, Vector Databases, AI Integrations, OpenAI API, Software Development

    4.6 stars, 1.1K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.6 (1.1K) · Advanced · Professional Certificate · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Michigan

    The Finite Element Method for Problems in Physics

    Skills you'll gain: Finite Element Methods, Engineering Analysis, Mathematical Software, Numerical Analysis, Mathematical Modeling, Advanced Mathematics, C++ (Programming Language), Structural Engineering, Mechanics, Integral Calculus

    4.6 stars, 564 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.6 (564) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • T

    Technical University of Denmark (DTU)

    Wind Energy

    Skills you'll gain: Sustainable Engineering, Mechanical Engineering, Engineering Calculations, Engineering, High Voltage, Engineering Analysis, Systems Engineering, Materials science, Energy and Utilities, Time Series Analysis and Forecasting, Electrical Systems, Electric Power Systems, Electrical Power, Structural Analysis, Financial Analysis, Environmental Monitoring, Failure Analysis, Cost Estimation, Mechanics, Engineering Design Process

    4.7 stars, 7.3K reviews, Mixed, Course, 3 - 6 Months

    ★ 4.7 (7.3K) · Mixed · Course · 3 - 6 Months

    Category: Preview
    Preview
  • P

    Peking University

    大学化学

    Skills you'll gain: Chemistry, Physics, Physical Science

    4.9 stars, 139 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (139) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    L&T EduTech

    Transmission Line Design: Mechanical and Civil Foundations

    Skills you'll gain: High Voltage, Civil Engineering, Vibrations, Mechanical Design, Electric Power Systems, Construction Engineering, Electrical Power, Electrical Systems, General Construction and Construction Labor, Matlab, Electrical Safety, Engineering Analysis, Electrical Equipment, Mathematical Software, Engineering Calculations, Environmental Engineering, Mathematical Modeling

    Intermediate · Course · 1 - 4 Weeks

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

    EDUCBA

    Strength of Materials Fundamentals

    Skills you'll gain: Structural Engineering, Structural Analysis, Mechanical Engineering, Mechanical Design, Engineering Analysis, Mechanics, Materials science, Engineering Calculations, Torque (Physics), Engineering, Failure Analysis, Numerical Analysis, Thermal Management, Engineering, Scientific, and Technical Instruments, Safety Assurance, Critical Thinking and Problem Solving, Problem Solving, Complex Problem Solving, Creative Problem-Solving

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular feature engineering courses

  • Computer Architecture: Princeton University
  • Amazon Junior Software Developer: Amazon
  • AI Agent Developer: Vanderbilt University
  • Generative AI Fundamentals: IBM
  • Claude Code in Action: Anthropic
  • IBM Full Stack Software Developer: IBM
  • IBM RAG and Agentic AI: IBM
  • The Finite Element Method for Problems in Physics: University of Michigan
  • Wind Energy: Technical University of Denmark (DTU)
  • 大学化学: Peking University

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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