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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


  • D

    Duke University

    Scripting with Python and SQL for Data Engineering

    Skills you'll gain: Web Scraping, MySQL, SQL, JSON, Scripting, Data Persistence, Scripting Languages, Data Manipulation, Data Structures, Operational Databases, Query Languages, Database Management, Databases, Data Import/Export, Data Capture, Spatial Data Analysis, Python Programming, File I/O

    4.4 stars, 112 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (112) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Systems, Automation, CI/CD and Data Engineering Workflows

    Skills you'll gain: AI Orchestration, Verification And Validation, Code Review, Data Validation, Software Documentation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Azure Data Engineering: Cosmos DB, SQL & Analytics

    Skills you'll gain: Dashboard Creation, Azure Synapse Analytics, Microsoft Azure, Data Storage Technologies, Microsoft SQL Servers, Data Storage, Data Store, Data Architecture, Performance Tuning, Query Languages, Database Design, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Process Optimization, Data Pipelines, Data Modeling, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Power Electronics

    Skills you'll gain: Power Electronics, Control Systems, Electronic Systems, USB, Simulation and Simulation Software, Simulations, Engineering Documentation, Electrical Engineering, Semiconductors, Electrical Power, Engineering Design Process, Electronics, Electrical Systems, Electronic Components, Hardware Design, Technical Communication, Electronics Engineering, electromagnetics, Electric Power Systems, System Requirements

    4.7 stars, 4.3K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (4.3K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Generative AI & Prompt Engineering for Design & Content

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Make.com, Adobe Firefly, Generative AI, Content Creation, Canva (Software), Writing and Editing, AI Workflows, Writing, Video Production, Creative Design, Video Editing, Post-Production, Automation, Scalability

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • C

    Coursera

    Production ML Engineering: Packaging, APIs, and Testing

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Software Documentation, Code Reusability, Model Training, Test Script Development, Continuous Delivery, Test Automation, Model Evaluation, Continuous Integration, Technical Documentation, API Design, Application Programming Interface (API), Data Validation, Applied Machine Learning, Machine Learning Methods, Maintainability, Version Control, Package and Software Management, Code Review

    Intermediate · Course · 1 - 3 Months

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

    Packt

    ChatGPT and Prompt Engineering for Software Development

    Skills you'll gain: ChatGPT, Prompt Engineering Tools, Software Documentation, Prompt Engineering, Prompt Patterns, Test Automation, Docker (Software), AI Integrations, Technical Documentation, Software Design, API Design, AI literacy, Unit Testing, Application Programming Interface (API), Application Development, Technical Communication

    Intermediate · Course · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Applied Math for Materials Science and Engineering (Part 2)

    Skills you'll gain: Mathematical Modeling, Engineering Calculations, Integral Calculus, Applied Mathematics, Engineering Analysis, Advanced Mathematics, Calculus, Mathematical Theory & Analysis, Differential Equations, Mechanics, Trigonometry, Engineering, Geometry, Electrical Engineering

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Data Engineering & Pipeline Reliability for Machine Learning

    Skills you'll gain: Data Preprocessing, Data Cleansing, Data Pipelines, Feature Engineering, Data Quality, MLOps (Machine Learning Operations), Extract, Transform, Load, Data Transformation, Data Integration, Dataflow, Development Environment, Data Wrangling, Apache Airflow, Package and Software Management, Git (Version Control System), Quality Assurance, Exploratory Data Analysis, Cost Management, Resource Utilization, Virtual Environment

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Simplilearn

    Ethics in GenAI for Software Engineering Training

    Skills you'll gain: Legal Risk, Responsible AI, Data Ethics, Generative AI, AI Security, Law, Regulation, and Compliance, Information Privacy, Regulation and Legal Compliance, Continuous Monitoring, Case Studies, Diversity Awareness, Ethical Standards And Conduct, Intellectual Property, Mitigation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Georgia Institute of Technology

    Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion

    Skills you'll gain: Mechanics, Torque (Physics), Engineering Calculations, Mechanical Engineering, Structural Analysis, Engineering Analysis, Differential Equations, Engineering, Applied Mathematics, Physics, Trigonometry, Advanced Mathematics, Integral Calculus, Calculus, Derivatives

    4.8 stars, 311 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (311) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    Northeastern University

    Master of Science in Engineering Management

    Skills you'll gain: Data Storytelling, Software Quality Assurance, Object Oriented Design, Process Mapping, Generative AI, Open Web Application Security Project (OWASP), Text Mining, Data Warehousing, Database Design, Convolutional Neural Networks, Agile Software Development, Software Development Life Cycle, Test Automation, Data Governance, Unsupervised Learning, Integration Testing, Project Closure, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library)

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
1…373839…516

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

  • Scripting with Python and SQL for Data Engineering: Duke University
  • AI Systems, Automation, CI/CD and Data Engineering Workflows: IBM
  • Azure Data Engineering: Cosmos DB, SQL & Analytics: Coursera
  • Power Electronics: University of Colorado Boulder
  • Generative AI & Prompt Engineering for Design & Content: Packt
  • Production ML Engineering: Packaging, APIs, and Testing: Coursera
  • ChatGPT and Prompt Engineering for Software Development: Packt
  • Applied Math for Materials Science and Engineering (Part 2): Korea Advanced Institute of Science and Technology(KAIST)
  • Data Engineering & Pipeline Reliability for Machine Learning: Coursera
  • Ethics in GenAI for Software Engineering Training: Simplilearn

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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