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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


  • U

    University of Michigan

    Developing Full-Stack Applications with JavaScript

    Skills you'll gain: Authentications, Node.JS, Web Development Tools, Full-Stack Web Development, OAuth, JavaScript Frameworks, Webpack, Web Content Accessibility Guidelines, Web Applications, Application Design, Package and Software Management, Javascript, Web Development, Application Development, Web Frameworks, Maintainability, Software Versioning, Software Design, Front-End Web Development, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Toronto

    Plant Bioinformatics Capstone

    Skills you'll gain: Network Analysis, Laboratory Reports, Bioinformatics, Research Reports, Molecular, Cellular, and Microbiology, Biology, Analysis, Correlation Analysis, Biotechnology, Data Synthesis, Statistical Methods, Experimentation

    4.8 stars, 32 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Digital Marketing and Growth Hacking with GenAI

    Skills you'll gain: Responsible AI, Generative Engine Optimization (GEO), Social Media Management, Social Media, Social Media Content, Social Media Marketing, Google Ads, Digital Marketing, Email Marketing, Social Media Strategy, Digital Advertising, Content Scheduling, Web Analytics and SEO, Digital Media Strategy, Online Advertising, Data-Driven Marketing, Customer Retention, Search Engine Optimization, Content Performance Analysis, Generative AI

    4.7 stars, 242 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (242) · Beginner · Professional Certificate · 3 - 6 Months

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

    Arizona State University

    Electron and Ion Beam Characterization

    Skills you'll gain: Semiconductors, Analytical Testing, Engineering, Scientific, and Technical Instruments, Analytical Chemistry, Materials science, Image Analysis, Laboratory Equipment, Laboratory Research, Quantitative Research, Scientific Visualization, Qualitative Research

    4.8 stars, 18 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Test Planning, Execution and Analytics

    Skills you'll gain: Quality Assurance, Test Data, Test Case, Root Cause Analysis, Prompt Engineering, Regression Testing, Software Quality Assurance, Test Script Development, Test Tools, Test Planning, Test Execution Engine, Prompt Engineering Tools, Generative AI Agents, Software Testing, Dashboard, Scenario Testing, Requirements Analysis, Data Analysis, Data Science, Information Technology

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Boost Personal Productivity

    Skills you'll gain: Canva (Software), Prompt Engineering, Timelines, Email Automation, Microsoft Power Automate/Flow, Setting Appointments, Calendar Management, Automation, Microsoft 365, Generative AI, ChatGPT, Collaborative Software, Business Process Automation, Artificial Intelligence, Project Management Software, Time Management, Productivity, Personal Development, Natural Language Processing, Communication

    4.6 stars, 1.8K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (1.8K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Product Management: Foundations & Stakeholder Collaboration

    Skills you'll gain: Innovation, Product Management, Drive Engagement, Product Marketing, Product Development, Stakeholder Engagement, Competitive Analysis, Product Planning, Communication Planning, Product Strategy, Business Strategy, Business Development, Product Lifecycle Management, Ideation, Market Analysis, Product Knowledge, Communication, Stakeholder Management, Media and Communications, Leadership

    4.6 stars, 387 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (387) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • 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
  • U

    University of London

    Object Oriented Programming

    Skills you'll gain: Pseudocode, C++ (Programming Language), Object Oriented Programming (OOP), C and C++, Object Oriented Design, File I/O, Integrated Development Environments, Computer Programming, Development Environment, Programming Principles, Data Structures, Program Development, Algorithms, Interactive Design, Data Modeling, FinTech, Software Engineering, Test Data, Verification And Validation, Software Installation

    4.7 stars, 265 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (265) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular feature engineering courses

  • Developing Full-Stack Applications with JavaScript: University of Michigan
  • Plant Bioinformatics Capstone: University of Toronto
  • IBM Digital Marketing and Growth Hacking with GenAI: IBM
  • 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
  • Electron and Ion Beam Characterization: Arizona State University
  • Test Planning, Execution and Analytics: Microsoft
  • Boost Personal Productivity: Coursera
  • Product Management: Foundations & Stakeholder Collaboration: SkillUp

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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