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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 Trial
    Free Trial
    S

    Scrimba

    Algorithm Interview Practice for Junior Developers

    Skills you'll gain: Algorithms, Data Structures, Javascript, Computational Thinking, Program Development, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Understand Big O Notation in Python

    Skills you'll gain: Scalability, Performance Analysis, Simulations, Algorithms, Complex Problem Solving, Theoretical Computer Science, Python Programming, Data Structures, Software Architecture, Software Engineering

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Linux Networking - Basics and Beyond

    Skills you'll gain: Apache, Network Troubleshooting, OSI Models, File Transfer Protocol (FTP), Linux Administration, Linux Servers, TCP/IP, Network Protocols, Linux Commands, Linux, Dynamic Host Configuration Protocol (DHCP), Virtual Networking, General Networking, Virtual Machines, Web Servers, Remote Access Systems, Network Infrastructure, Network Administration, Computer Networking, Network Analysis

    Intermediate · Specialization · 1 - 4 Weeks

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

    EDUCBA

    Apache Spark: Design & Execute ETL Pipelines Hands-On

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Transformation, MySQL, Data Manipulation, Java Platform Enterprise Edition (J2EE), Data Import/Export, Data Persistence, Development Environment, Software Installation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep DP-100: Microsoft Azure Data Scientist Associate

    Skills you'll gain: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gemini for DevOps Engineers

    Skills you'll gain: Google Gemini, Gemini, Kubernetes, DevOps, Google Cloud Platform, Generative AI, Build Tools, Infrastructure as Code (IaC), Development Environment, Prompt Engineering

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Leeds

    How to Get Into Web Development

    Skills you'll gain: Web Development, Web Design and Development, Web Applications, Hypertext Markup Language (HTML), Full-Stack Web Development, Front-End Web Development, Back-End Web Development, Data Security, Cascading Style Sheets (CSS), Javascript, Computer Architecture

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    K

    Kennesaw State University

    AI for Marketing: SWOT Analysis

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Competitive Analysis, AI Enablement, Case Studies, Responsible AI, Analysis, Business Ethics, Ethical Standards And Conduct, Corporate Strategy

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Interactive Brokers

    Sector Investing

    Skills you'll gain: Investments, Portfolio Risk, Portfolio Management, Risk Management, Equities, Market Trend, Market Opportunities, Performance Analysis, Stock Rotation, Business Economics, Market Dynamics, Market Analysis

    Beginner · Course · 1 - 4 Weeks

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

    EDUCBA

    Advanced XML Integration and Project Applications

    Skills you'll gain: Extensible Markup Language (XML), Ajax, Extensible Languages and XML, Web Design, Java Platform Enterprise Edition (J2EE), Data Validation, Web Applications, Scripting, Javascript and jQuery, Web Development, Android Development, Hypertext Markup Language (HTML), Middleware, Model View Controller, Hibernate (Java), Visualization (Computer Graphics), Interoperability, Java, Cascading Style Sheets (CSS), Mobile Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    62 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    Data Structures with C: Upgrade a Rocket Display Module

    Skills you'll gain: Embedded Systems, C (Programming Language), Embedded Software, Data Structures, Programming Principles, Data Management, Performance Tuning, Software Development

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    B

    Board Infinity

    DeepSeek Essentials: From Foundations to Real-World Use

    Skills you'll gain: Deepseek, Hugging Face, Large Language Modeling, LLM Application, AI Personalization, ChatGPT, Deep Learning, Open Source Technology, AI Enablement, Model Deployment, Business Modeling, Applied Machine Learning, Analytical Skills, Application Programming Interface (API), Business Process Automation

    Beginner · Course · 1 - 4 Weeks

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

  • Algorithm Interview Practice for Junior Developers: Scrimba
  • Understand Big O Notation in Python: Duke University
  • Linux Networking - Basics and Beyond: Pearson
  • Apache Spark: Design & Execute ETL Pipelines Hands-On: EDUCBA
  • Exam Prep DP-100: Microsoft Azure Data Scientist Associate: Whizlabs
  • Gemini for DevOps Engineers: Google Cloud
  • How to Get Into Web Development: University of Leeds
  • AI for Marketing: SWOT Analysis: Kennesaw State University
  • Sector Investing: Interactive Brokers
  • Advanced XML Integration and Project Applications: EDUCBA

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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