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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


  • A

    Amazon Web Services

    AWS Cloud Technology Consultant

    Skills you'll gain: AWS Identity and Access Management (IAM), Prompt Engineering, Infrastructure as Code (IaC), Amazon CloudWatch, Generative AI, Identity and Access Management, AWS CloudFormation, Generative Model Architectures, Amazon DynamoDB, Software Development Life Cycle, Large Language Modeling, Amazon Web Services, Professional Networking, Extract, Transform, Load, Software Architecture, Cloud Computing Architecture, Cloud Management, Data Management, Problem Solving, Teamwork

    4.8 stars, 7.1K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (7.1K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
  • U

    University of Maryland, College Park

    The Effect of Fires on People, Property and the Environment

    Skills you'll gain: Fire And Life Safety, Safety Standards, Health And Safety Standards, Safety Assurance, Accident Prevention, Hazard Analysis, Injury Prevention, Engineering Practices, Building Codes, Environment Health And Safety, Environmental Issue, Engineering Design Process, Building Design, Environment, Risk Management, Human Factors, Chemistry, Emergency Response

    4.7 stars, 586 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (586) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Banco Interamericano de Desarrollo

    Natural Disaster and Climate Change Risk Assessment

    Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Feasibility Studies, Failure Mode And Effects Analysis, Risk Management, Hazard Analysis, Project Risk Management, Governance Risk Management and Compliance, Risk Mitigation, Risk Management Framework, Analysis, Mitigation, Disaster Recovery, Key Performance Indicators (KPIs), Financial Analysis, Cost Benefit Analysis, Governance, Resilience, Environment

    4.6 stars, 369 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 4.6 (369) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Technical University of Munich (TUM)

    Urban Air Mobility

    Skills you'll gain: Traffic Flow Optimization, Transportation Management, Transportation Operations, Sustainable Systems, Demand Planning, Sustainable Design, Environmental Issue, Sustainable Engineering, Regulatory Requirements, Law, Regulation, and Compliance, Sustainable Business, Regulatory Affairs, Emerging Technologies, Regulatory Compliance, Customer Demand Planning, Data-Driven Decision-Making, Market Dynamics, Market Opportunities, Human Factors, Economics

    4.5 stars, 95 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (95) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Arizona State University

    Crystal Structures and Properties of Metals

    Skills you'll gain: Materials science, Failure Analysis, Semiconductors, Mechanical Engineering, Engineering, Laboratory Testing, Mechanics, Engineering Calculations, Technical Standard

    4.8 stars, 41 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • M

    MathWorks

    Object Tracking and Motion Detection with Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Machine Learning Methods, Matlab, Transfer Learning, Traffic Flow Optimization

    4.7 stars, 36 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (36) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Introductory C Programming

    Skills you'll gain: Debugging, File I/O, Memory Management, Programming Principles, Maintainability, Software Testing, Program Development, C (Programming Language), Algorithms, Test Planning, Simulations, Test Case, System Programming, Computer Programming, Data Structures, Software Development, C and C++, Software Engineering, Problem Solving, Software Design

    4.6 stars, 7.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (7.5K) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    Python and Statistics for Financial Analysis

    Skills you'll gain: Statistical Inference, Portfolio Risk, Statistical Methods, Pandas (Python Package), Statistical Hypothesis Testing, Probability & Statistics, Risk Analysis, Statistics, Financial Trading, Financial Data, Data Manipulation, Statistical Analysis, Risk Management, Feature Engineering, Regression Analysis, Financial Analysis, Jupyter, Financial Market, Python Programming, Data Visualization

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

    ★ 4.4 (4.6K) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Renewable Energy Projects

    Skills you'll gain: Feasibility Studies, Plant Operations and Management, Project Finance, Facility Operations, Financial Modeling, Energy and Utilities, Project Implementation, Financial Analysis, Cost Estimation, Project Management Life Cycle, Financial Forecasting, Maintenance, Repair, and Facility Services, Construction Management, Plan Execution, Project Management, Sustainable Technologies, Electric Power Systems, Forecasting, Environment and Resource Management, Stakeholder Analysis

    4.8 stars, 195 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • G

    Google

    Attract and Engage Customers with Digital Marketing

    Skills you'll gain: Google Ads, Search Engine Optimization, Digital Marketing, Keyword Research, Digital Advertising, Target Audience, Search Engine Marketing, Online Advertising, Persona Development, Customer Analysis, Conversion Funnel Analysis, Content Optimization, Marketing Strategy and Techniques, Advertising Campaigns, Marketing Strategies, Customer Engagement

    4.8 stars, 7.9K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (7.9K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Introducción al análisis de sistemas de control con MATLAB

    Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Analysis, Matlab, Simulation and Simulation Software, Systems Analysis, Systems Design, Differential Equations, Applied Mathematics, Linear Algebra, Performance Tuning

    4.7 stars, 71 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • T

    Tecnológico de Monterrey

    Incrementar - Parte 2 y Controlar

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Lean Manufacturing, Statistical Process Controls, Quality Control, Quality Monitoring, Continuous Improvement Process, Predictive Modeling, Production Process, Process Improvement, Mathematical Modeling, Predictive Analytics, Kanban Principles, Workflow Management, Inventory Control, Regression Analysis, Root Cause Analysis, Statistical Modeling, Management Reporting, Production Schedule

    4.9 stars, 96 reviews, Intermediate, Course, 1 - 4 Weeks

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

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

  • AWS Cloud Technology Consultant: Amazon Web Services
  • The Effect of Fires on People, Property and the Environment: University of Maryland, College Park
  • Natural Disaster and Climate Change Risk Assessment: Banco Interamericano de Desarrollo
  • Urban Air Mobility: Technical University of Munich (TUM)
  • Crystal Structures and Properties of Metals: Arizona State University
  • Object Tracking and Motion Detection with Computer Vision: MathWorks
  • Introductory C Programming: Duke University
  • Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
  • Renewable Energy Projects: University of Colorado Boulder
  • Attract and Engage Customers with Digital Marketing: Google

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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