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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


  • A

    Arizona State University

    Batteries and Electric Vehicles

    Skills you'll gain: Electrical Safety, Safety Standards, Environmental Regulations, Electrical Systems, Sustainable Technologies, Power Electronics, Energy and Utilities, Sustainable Engineering, Sustainable Design, Reliability, Climate Change Mitigation, Environmental Issue, Materials science, Product Lifecycle Management, Chemistry, Environmental Engineering, Emerging Technologies

    4.7 stars, 127 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (127) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Applied Machine Learning in Python

    Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Machine Learning, Model Training, Model Optimization, Machine Learning Algorithms, Unsupervised Learning, Python Programming, Classification Algorithms, Artificial Neural Networks

    4.6 stars, 8.8K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (8.8K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Stanford Online

    AI in Healthcare

    Skills you'll gain: Feature Engineering, Healthcare Industry Knowledge, Health Systems, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Health Care, Clinical Data Management, Clinical Research Ethics, Machine Learning Methods, Managed Care, Unstructured Data, Health Care Procedure and Regulation, Model Deployment, Health Informatics, Model Evaluation, Responsible AI, Machine Learning, Artificial Intelligence

    4.7 stars, 2.6K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (2.6K) · Beginner · Specialization · 3 - 6 Months

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

    University of Colorado Boulder

    Transistor - Field Effect Transistor and Bipolar Junction Transistor

    Skills you'll gain: Semiconductors, Electronic Components, Electrical Engineering, Electrical and Computer Engineering, Electronics, Electronics Engineering, Scalability, Materials science, Mathematical Modeling, Physics

    4.2 stars, 93 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.2 (93) · Advanced · Course · 1 - 4 Weeks

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

    Coursera

    Innovate with ANSYS Simulation Tools

    Skills you'll gain: Engineering Design Process, Engineering Analysis, Mechanical Design, Simulation and Simulation Software, Innovation, Structural Analysis, Mechanical Engineering, Finite Element Methods, Simulations, Model Optimization

    4.9 stars, 35 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • É

    École Polytechnique

    Quantum Optics 1 : Single Photons

    Skills you'll gain: Physics, electromagnetics, Experimentation, Cryptography, Mathematical Modeling, Laboratory Research, Emerging Technologies

    4.8 stars, 339 reviews, Mixed, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • W

    West Virginia University

    Wood Science: Beyond Building

    Skills you'll gain: Sustainable Development, Economics, Sustainable Design, Environmental Resource Management, Natural Resource Management, Supply And Demand, Economic Development, Environmental Science, Product Knowledge, Resource Utilization, Materials science, Climate Change Mitigation, Construction, Structural Analysis

    4.6 stars, 786 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • L

    L&T EduTech

    MV Substation - An industrial approach (PART-B)

    Skills you'll gain: Electrical Substation, Electrical Systems, Electrical Wiring, Electrical Equipment, Electric Power Systems, Electrical Safety, Electrical Power, High Voltage, Building Services Engineering, HVAC, Mechanical Design, Wiring Diagram, Construction, Civil Engineering, Safety Standards, Schematic Diagrams, Engineering Calculations

    4.8 stars, 43 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Java and Spring Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Data Ethics, Generative AI Agents, ChatGPT, Model Deployment, Restful API, Software Design Documents, Software Design, AI Integrations, Application Deployment, LLM Application, AI literacy, Software Architecture, Agentic Workflows, Continuous Integration, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Java Programming

    4.7 stars, 12K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    Technical University of Munich (TUM)

    Digitalisation in Aeronautics and Space

    Skills you'll gain: Global Positioning Systems, Human Factors, Manufacturing Processes, Aerospace Basic Quality System Standards, Digital Transformation, Model Based Systems Engineering, Digital Communications, Environmental Monitoring, Control Systems, Vibrations, Production Process, Automation, Manufacturing and Production, Structural Analysis, Geospatial Information and Technology, Digital Analysis, Leadership, Image Analysis, AI literacy, Communication Systems

    4.6 stars, 514 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (514) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Kinematics: Describing the Motions of Spacecraft

    Skills you'll gain: Mechanics, Linear Algebra, Numerical Analysis, Engineering Calculations, Engineering Analysis, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Control Systems, Advanced Mathematics, Algorithms, Calculus

    4.9 stars, 343 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.9 (343) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM JavaScript Backend Developer

    Skills you'll gain: Cloud Deployment, Software Development Life Cycle, Open Web Application Security Project (OWASP), OpenShift, Containerization, Istio, Kubernetes, Node.JS, Software Architecture, Application Deployment, Restful API, Database Design, Cloud-Native Computing, NoSQL, Git (Version Control System), Javascript, Ajax, Grafana, Azure DevOps, Software Development

    4.6 stars, 9.4K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (9.4K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
1…727374…522

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

  • Batteries and Electric Vehicles: Arizona State University
  • Applied Machine Learning in Python: University of Michigan
  • AI in Healthcare: Stanford Online
  • Transistor - Field Effect Transistor and Bipolar Junction Transistor: University of Colorado Boulder
  • Innovate with ANSYS Simulation Tools: Coursera
  • Quantum Optics 1 : Single Photons: École Polytechnique
  • Wood Science: Beyond Building: West Virginia University
  • MV Substation - An industrial approach (PART-B): L&T EduTech
  • Generative AI for Java and Spring Developers: IBM
  • Digitalisation in Aeronautics and Space: Technical University of Munich (TUM)

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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