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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


  • G

    Google Cloud

    Machine Learning Operations (MLOps) on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Deployment, AI Orchestration, AI Workflows, Generative AI, Google Cloud Platform, Data Modeling, Continuous Monitoring, Data Pipelines, Model Training, Feature Engineering, Model Optimization, DevOps, Agentic Workflows, Generative AI Agents, Cloud Deployment, Devops Tools, Data Store, Continuous Deployment

    4 stars, 509 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4 (509) · Intermediate · Specialization · 3 - 6 Months

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

    University of Alberta

    Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Machine Learning, Sampling (Statistics), Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Systems Development, Simulations, Solution Architecture, Agentic systems, Feature Engineering, Model Training, Markov Model, Decision Intelligence, Supervised Learning, Algorithms, Model Evaluation, Applied Machine Learning, Artificial Neural Networks

    4.7 stars, 3.6K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (3.6K) · Intermediate · Specialization · 3 - 6 Months

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

    ISAE-SUPAERO

    Flight mechanics - Propulsive balance and energy

    Skills you'll gain: Mechanical Engineering, Mechanics, Engineering Analysis, Engineering Calculations, Engineering, Mathematical Modeling, Physics

    4.7 stars, 64 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (64) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    FPGA Softcore Processors and IP Acquisition

    Skills you'll gain: Eclipse (Software), Embedded Software, Program Development, Microarchitecture, Computer Architecture, Software Development, Software Development Tools, System Programming, Integrated Development Environments, Hardware Architecture, Embedded Systems, White-Box Testing, Verification And Validation, System Design and Implementation, Simulations, System Configuration, Debugging

    3.9 stars, 100 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (100) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Two-Phase Pipe Hydraulics and Pipe Sizing

    Skills you'll gain: Hydraulics, Chemical Engineering, Engineering Analysis, Mechanical Engineering, Process Engineering, Engineering Calculations, Mathematical Modeling, Process Analysis, Applied Mathematics, Estimation

    4.8 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Roadmap to Success in Digital Manufacturing & Design

    Skills you'll gain: Peer Review, Plan Execution, Manufacturing Operations, Technology Roadmaps, Professional Networking, Goal Setting, Digital Transformation, Portfolio Management, Analysis

    4.7 stars, 280 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Machine Learning: Real-World Applications

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Ethics, Image Analysis, AI Personalization, Model Training, Convolutional Neural Networks, Model Optimization, Machine Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Computer Vision, Supervised Learning, Data Preprocessing, Program Evaluation, Unsupervised Learning, Python Programming, Data Science, Algorithms

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Power System Stability

    Skills you'll gain: Control Systems, Electric Power Systems, Electrical Power, Three-Phase, Electrical Systems, Simulation and Simulation Software, Engineering Analysis, Simulations, Power Electronics, Engineering Calculations, Electrical Engineering, Systems Analysis, Applied Mathematics, Mathematical Modeling, Differential Equations

    4.8 stars, 24 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (24) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Thermodynamique : fondements

    Skills you'll gain: Mechanical Engineering, Engineering, Thermal Management, Physics, Chemical Engineering, Engineering Analysis, Process Engineering, Energy and Utilities, Electrical Power, Chemistry, Differential Equations, Physical Science

    4.6 stars, 58 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (58) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • A

    Arizona State University

    Rapid Prototyping and Tooling

    Skills you'll gain: Engineering Design Process, Engineering Drawings, Basic Electrical Systems, Prototyping, Drafting and Engineering Design, Mechanical Drawings, Computer-Aided Design, Electronics, Technical Drawing, Electronic Components, Electronic Systems, Robotics, Manufacturing Processes, Electrical Systems, Electronics Engineering, Electrical Wiring, Materials science, Manufacturing and Production, Mechanical Engineering, Production Process

    4.9 stars, 56 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (56) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Fundamentals of Semiconductor Characterization

    Skills you'll gain: Semiconductors, Electronic Components, Materials science, Electrical Engineering, Electronics, Electronics Engineering, Estimation, Manufacturing Processes, Engineering Calculations

    4.9 stars, 62 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (62) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Renewable Energy & Power Evacuation

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Architecture, Sustainable Development, Sustainable Technologies, Electrical Power, Energy and Utilities, Sustainability Reporting, Climate Change Programs, Environmental Issue, Climate Change Mitigation, Electric Power Systems, Corporate Sustainability, Sustainable Business, Sustainability Standards, Electrical Systems, Simulation and Simulation Software, Innovation, Environment, Transportation Operations, Electrical Substation

    4.4 stars, 43 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (43) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular feature engineering courses

  • Machine Learning Operations (MLOps) on Google Cloud: Google Cloud
  • Reinforcement Learning: University of Alberta
  • Flight mechanics - Propulsive balance and energy: ISAE-SUPAERO
  • FPGA Softcore Processors and IP Acquisition: University of Colorado Boulder
  • Two-Phase Pipe Hydraulics and Pipe Sizing: L&T EduTech
  • Roadmap to Success in Digital Manufacturing & Design: University at Buffalo
  • Machine Learning: Real-World Applications: John Wiley & Sons
  • Power System Stability: L&T EduTech
  • Thermodynamique : fondements: École Polytechnique Fédérale de Lausanne
  • Rapid Prototyping and Tooling: Arizona State University

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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