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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


  • T

    The Hong Kong University of Science and Technology

    Matrix Algebra for Engineers

    Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Engineering Analysis, General Mathematics, Advanced Mathematics, Applied Mathematics, Numerical Analysis

    4.9 stars, 4.7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (4.7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional AutĂ³noma de MĂ©xico

    IngenierĂ­a nuclear para principiantes

    Skills you'll gain: Radiation Protection, Plant Operations and Management, Safety Standards, Safety Assurance, Engineering, Physics, Engineering Analysis, Energy and Utilities, Chemistry, Thermal Management, Materials science, Engineering Calculations, Physical Science

    4.9 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Sustainable Food Systems

    Skills you'll gain: Systems Thinking, Sustainable Systems, Sustainable Development, Nutrition Education, Food and Beverage, Nutrition and Diet, Sustainable Technologies, Environmental Issue, Water Sustainability, Economics, Energy and Utilities, Environment, Water Resources, Land Management, Manufacturing and Production, Environment and Resource Management, Natural Resource Management, Consumer Behaviour

    4.4 stars, 39 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • D

    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Experience Design, Unsupervised Learning, Model Training, User Experience Design, Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Regression Analysis, Project Management, Product Management, Product Design, Data Science

    4.7 stars, 1.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.2K) · Beginner · Specialization · 3 - 6 Months

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

    École Polytechnique

    Quantum Optics 2 - Two photons and more

    Skills you'll gain: Quantum computing, Emerging Technologies, Telecommunications, Cryptography, Cryptographic Protocols, Simulations, Physics, Experimentation, Mathematical Modeling

    4.9 stars, 130 reviews, Mixed, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • M

    Madecraft

    Big Data: Demystifying the Big Idea

    Skills you'll gain: Big Data, Data Infrastructure, Data Architecture, Data Warehousing, Data Processing, Data Engineering, Apache Hadoop, Cloud Deployment, Cloud Computing, Data Strategy, Cloud Technologies, Analytics, Data Storage, Apache Spark, Data-Driven Decision-Making, Data Pipelines, Cloud Hosting, Data Governance, Data Analysis, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Claude API for Developers - Build Intelligent Applications

    Skills you'll gain: Claude Code, Anthropic Claude, Retrieval-Augmented Generation, LangChain, LLM Application, Prompt Engineering, Tool Calling, AI Orchestration, Embeddings, AI Workflows, Large Language Modeling, AI Integrations, Vector Databases, Agentic Workflows, Application Programming Interface (API), Generative AI Agents, Python Programming, Real Time Data, Context Management, Document Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • C

    Coursera

    The Road to Autonomy: Exploring EV Technologies

    Skills you'll gain: Automation, Safety Assurance, Safety Standards, Electrical Systems, Emerging Technologies, Environmental Issue, Computer Vision, Artificial Intelligence, Algorithms

    4.6 stars, 24 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Design & Implement CI/CD Pipelines using Jenkins - Hands-On

    Skills you'll gain: Jenkins, CI/CD, Continuous Delivery, Continuous Integration, Continuous Deployment, DevOps, Devops Tools, Application Deployment, Build Tools, Ansible, Software Configuration Management, Apache Maven, Software Installation, Git (Version Control System), GitHub, Unit Testing, Authentications

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Colorado System

    Advanced System Security Design

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Intrusion Detection and Prevention, Role-Based Access Control (RBAC), AWS Identity and Access Management (IAM), Amazon Web Services, Amazon Elastic Compute Cloud, Identity and Access Management, Cloud Computing, User Provisioning, Security Controls, Cloud Management, Malware Protection, Cloud Infrastructure, Cloud Security, Security Engineering, Authorization (Computing), Network Security, Hardening, Cryptographic Protocols, Cybersecurity

    4.5 stars, 660 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Agile Project Management, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • P

    Packt

    Building Secure and Modular Angular Applications

    Skills you'll gain: Authentications, Angular, API Design, Application Programming Interface (API), TypeScript, Frontend Integration, Restful API, Authorization (Computing), Web Development Tools, GraphQL, Secure Coding, Full-Stack Web Development, Node.JS, Application Design, Role-Based Access Control (RBAC), Enterprise Security, Enterprise Architecture, Software Architecture, Web Development, Javascript

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…146147148…531

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

  • Matrix Algebra for Engineers: The Hong Kong University of Science and Technology
  • IngenierĂ­a nuclear para principiantes: Universidad Nacional AutĂ³noma de MĂ©xico
  • Sustainable Food Systems: University of Illinois Urbana-Champaign
  • AI Product Management: Duke University
  • Quantum Optics 2 - Two photons and more: École Polytechnique
  • Big Data: Demystifying the Big Idea: Madecraft
  • Claude API for Developers - Build Intelligent Applications: Packt
  • The Road to Autonomy: Exploring EV Technologies: Coursera
  • Design & Implement CI/CD Pipelines using Jenkins - Hands-On: Packt
  • Advanced System Security Design: University of Colorado System

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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