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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


  • B

    Board Infinity

    Applied Anomaly Detection with Machine Learning

    Skills you'll gain: Anomaly Detection, Feature Engineering, Fraud detection, Unsupervised Learning, Continuous Monitoring, Autoencoders, MLOps (Machine Learning Operations), Machine Learning Methods, Statistical Machine Learning, Model Training, Time Series Analysis and Forecasting, System Monitoring, Applied Machine Learning, Model Deployment, Statistical Analysis, Taxonomy

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • T

    Technical University of Munich (TUM)

    Digitalisation in Space Research

    Skills you'll gain: Global Positioning Systems, Digital Transformation, Environmental Monitoring, Manufacturing and Production, Geospatial Information and Technology, Image Analysis, AI literacy, Cybersecurity, Spatial Data Analysis, Digital Analysis, Artificial Intelligence, Cyber Risk, Cyber Attacks, Telecommunications, Cloud Services, Cloud Computing, Data Storage, Reliability

    4.8 stars, 107 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    Interplay Learning

    HVAC: Preparing for the Field

    Skills you'll gain: HVAC, Basic Electrical Systems, Facility Repair And Maintenance, Thermal Management, Electrical Systems, Electrical Power, Test Equipment, Maintenance, Repair, and Facility Services, Electrical Equipment, Environmental Regulations, Energy and Utilities, Electrical Engineering, Building Services Engineering, Electrical Safety, Mechanical Engineering, Electronics, Electronic Components, Facility Management and Maintenance, Professionalism, Personal Development

    4.9 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Rice University

    Introduction to Biology: Evolution

    Skills you'll gain: Life Sciences, Biology, Anatomy, Microbiology, Scientific Methods

    4.9 stars, 91 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (91) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Mastering Geospatial Analysis with QGIS

    Skills you'll gain: Spatial Analysis, GIS Software, Spatial Data Analysis, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Data Mapping, Building Information Modeling, Global Positioning Systems, Network Analysis, Image Analysis, Data Import/Export, Software Installation, Supervised Learning, Classification Algorithms

    4.1 stars, 48 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.1 (48) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Alberta

    Astro 101: Black Holes

    Skills you'll gain: Physics, electromagnetics, Scientific Methods, Mechanics, Science and Research, General Science and Research

    4.8 stars, 1.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1.2K) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Illinois Urbana-Champaign

    Sustainability Consulting

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Standards, Sustainable Development, Sustainability Reporting, Corporate Sustainability, Sustainable Business, Consulting, Business Consulting, Product Lifecycle Management, Environment, Analysis

    4.7 stars, 114 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique de Newton

    Skills you'll gain: Differential Equations, Engineering Analysis, Mechanics, Applied Mathematics, Calculus, Mechanical Engineering, Linear Algebra, Mathematical Modeling, Physics, Geometry, Vibrations, Derivatives

    4.6 stars, 114 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (114) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    L&T EduTech

    Project Management in Construction

    Skills you'll gain: Scope Management, Stakeholder Management, Project Schedules, Project Risk Management, Environment Health And Safety, Work Breakdown Structure, Project Scoping, Earned Value Management, Feasibility Studies, Risk Analysis, Quality Management, Communication Planning, Procurement, Stakeholder Engagement, Cost Estimation, Scheduling, Cost Management, Project Management Life Cycle, Contract Management, Communication Strategies

    4.7 stars, 83 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 4.7 (83) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Internet of Things: Setting Up Your DragonBoardâ„¢ Development Platform

    Skills you'll gain: Android Development, Application Development, Android (Operating System), Video Game Development, Android Studio, Mobile Development, Software Development Tools, Game Design, Computer Programming Tools, Development Environment, Internet Of Things, Web Servers, Web Applications, Java, Ubuntu, Peripheral Devices, Operating Systems, Software Installation, System Configuration, Hardware Troubleshooting

    4.2 stars, 160 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.2 (160) · Mixed · Course · 1 - 3 Months

  • É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Mathematical Software, Physics, Simulations, Numerical Analysis, Markov Model, Mechanics, Simulation and Simulation Software, Algorithms, Programming Principles, Applied Mathematics, Integral Calculus, Model Optimization, Program Development

    4.8 stars, 274 reviews, Mixed, Course, 1 - 3 Months

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

    Category: Free
    Free
  • U

    University of Maryland, College Park

    Construction Management Project Delivery Methods & Contracts

    Skills you'll gain: Construction Management, Project Risk Management, Project Management, Project Management Life Cycle, Commercial Construction, Construction Engineering, Engineering Management, Architecture and Construction, Submittals (Construction), Project Controls, Request for Proposal, Project Coordination, Engineering Design Process, Project Performance, Design Specifications

    4.8 stars, 30 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (30) · Beginner · Course · 1 - 3 Months

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

  • Applied Anomaly Detection with Machine Learning: Board Infinity
  • Digitalisation in Space Research: Technical University of Munich (TUM)
  • HVAC: Preparing for the Field: Interplay Learning
  • Introduction to Biology: Evolution: Rice University
  • Mastering Geospatial Analysis with QGIS: L&T EduTech
  • Astro 101: Black Holes: University of Alberta
  • Sustainability Consulting: University of Illinois Urbana-Champaign
  • Mécanique de Newton: École Polytechnique Fédérale de Lausanne
  • Project Management in Construction: L&T EduTech
  • Internet of Things: Setting Up Your DragonBoardâ„¢ Development Platform: University of California San Diego

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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