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  2. 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


  • N

    National Taiwan University

    BIM Application for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Autodesk, Computer-Aided Design, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Simulations, Cost Estimation

    4.7 stars, 533 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (533) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    National Taiwan University

    BIM Fundamentals for Engineers

    Skills you'll gain: Building Information Modeling, Drafting and Engineering Design, Engineering Documentation, Data Modeling, 3D Modeling, Computer-Aided Design, Construction, Engineering Practices, Construction Management, Civil Engineering, Mechanical Engineering, Information Management

    4.7 stars, 2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (2K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    L&T EduTech

    BIM Fundamentals for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Autodesk, Collaborative Software, Drafting and Engineering Design, Computer-Aided Design, Engineering Documentation, Engineering Drawings, Building Design, Architectural Design, 3D Modeling, Civil Engineering, Structural Engineering, Technical Standard, HVAC, Electrical Systems, Plumbing, User Interface (UI)

    4.5 stars, 131 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • M

    MathWorks

    AI for Engineering: An Overview

    Skills you'll gain: Responsible AI, Anomaly Detection, Image Analysis, Computer Vision, Engineering Analysis, Artificial Intelligence, Process Modeling, AI Integrations, AI literacy, AI Workflows, Simulation and Simulation Software, Failure Analysis, Digital Transformation, Decision Support Systems, Machine Learning Methods, System Monitoring, Predictive Modeling, Model Evaluation, Reinforcement Learning

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado System

    Requirements Engineering: Secure Software Specifications

    Skills you'll gain: Requirements Elicitation, Software Design Documents, Requirements Analysis, Mockups, Security Requirements Analysis, Interviewing Skills, User Requirements Documents, Systems Development Life Cycle, Data Flow Diagrams (DFDs), Storyboarding, Functional Requirement, Goal Setting, Software Development Methodologies, Software Documentation, Diagram Design, Agile Methodology, Product Requirements, Unified Modeling Language, Risk Management Framework, Risking

    4.5 stars, 857 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (857) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Geospatial Techniques for Engineers

    Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Mapping, Construction Engineering, Database Management, Database Management Systems, Construction, Construction Management, ArcGIS, Relational Databases, Visualization (Computer Graphics), Global Positioning Systems, Data Mapping, Building Information Modeling, Scientific Visualization, Engineering, Scientific, and Technical Instruments, Network Analysis

    4.3 stars, 81 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.3 (81) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Generative AI in Software Engineering Certification

    Skills you'll gain: Software Documentation, Generative AI, Test Automation, Design Software, Mockups, User Interface (UI), Software Development Tools, User Interface and User Experience (UI/UX) Design, Software Testing, AI Security, AI Workflows, Application Security, Maintainability, Prompt Engineering, Test Case, Software Architecture, Code Review, Secure Coding, Artificial Intelligence, Debugging

    3.8 stars, 25 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.8 (25) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Applied Sustainability Engineering

    Skills you'll gain: Sustainable Design, Sustainable Technologies, Sustainable Engineering, Sustainable Business, Energy and Utilities, Sustainable Development, Sustainable Systems, Corporate Sustainability, Strategic Leadership, Product Engineering, Initiative and Leadership, Electrical Power, Environmental Engineering, Waste Minimization, Packaging and Labeling, Product Lifecycle Management, Environmental Issue, Climate Change Mitigation, Electric Power Systems, Emerging Technologies

    4.5 stars, 55 reviews, Intermediate, Course, 1 - 3 Months

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

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

    Coursera

    Engineer Features and Evaluate Models for Production

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Model Training, Model Deployment, Model Optimization, Data Preprocessing, Performance Analysis, Machine Learning Methods, Data Pipelines, Analysis, Data Transformation, Technical Writing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Design of Industrial Piping Systems

    Skills you'll gain: Engineering Drawings, Construction Engineering, Mechanical Drawings, Structural Analysis, Design Specifications, Hydraulics, Mechanical Design, Petroleum Industry, Building Codes, Technical Drawing, Process Flow Diagrams, Civil Engineering, Oil and Gas, Construction Inspection, Construction, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Chemical Engineering, Process Engineering

    4.4 stars, 145 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (145) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    MathWorks

    Electrified Systems Design Engineer

    Skills you'll gain: Power Electronics, Simulation and Simulation Software, Model Based Systems Engineering, Electronic Systems, Electrical Systems, Electrical Engineering, Three-Phase, Machine Controls, Systems Integration, Simulations, Electrical Power, Electronics Engineering, Electronics, Electric Power Systems, Data Import/Export, Engineering Analysis, Engineering, Engineering Design Process, Performance Tuning, Environmental Issue

    4.8 stars, 105 reviews, Beginner, Professional Certificate, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Product Development for Technical Managers

    Skills you'll gain: New Product Development, Product Development, Product Strategy, Product Design, Design Thinking, Product Planning, Innovation, Persona Development, Product Management, Team Management, Conceptual Design, Prototyping, Team Performance Management, Market Research, Sustainable Business, Design and Product, Project Portfolio Management, Agile Product Development, Marketing, Product Marketing

    4.9 stars, 39 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
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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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