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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


  • D

    Dartmouth College

    The Engineering of Structures Around Us

    Skills you'll gain: Structural Analysis, Structural Engineering, Building Design, Engineering, Engineering Calculations, Construction, SketchUp (3D Modeling Software), Architectural Design, Failure Analysis, Design

    4.8 stars, 186 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (186) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    BIM Fundamentals for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Engineering Documentation, Engineering Drawings, Architectural Design, Civil Engineering, Structural Engineering, Technical Standard, 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
  • S

    Scrimba

    Intro to AI Engineering

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Integrations, OpenAI API, OpenAI, Generative AI, API Testing, Artificial Intelligence, Application Programming Interface (API), Fine-tuning, Computer Programming

    4.5 stars, 173 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    Mathematics for Engineers

    Skills you'll gain: Differential Equations, Linear Algebra, Matlab, Numerical Analysis, Integral Calculus, Calculus, electromagnetics, Algebra, Applied Mathematics, Geometry, Mechanics, Scripting, Simulations, Physics, Plot (Graphics), Derivatives

    4.8 stars, 7.9K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (7.9K) · 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, ArcGIS, Relational Databases, Global Positioning Systems, Building Information Modeling, Network Analysis, Data Modeling, Software Installation, Open Source Technology, Classification Algorithms

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

    ★ 4.3 (81) · Advanced · Specialization · 3 - 6 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, Artificial Intelligence, AI Integrations, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Simulation and Simulation Software, Machine Learning Methods, Predictive Modeling, Reinforcement Learning

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • 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, Market Research, Sustainable Business, Project Portfolio Management, Agile Product Development, Marketing, Product Roadmaps, Marketing Strategies, Presentations

    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
  • P

    Packt

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, BeeAI, Docker (Software), Deep Learning, Natural Language Processing, Python Programming

    4.7 stars, 7 reviews, Advanced, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    MBSE: Model-Based Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Verification And Validation, Process Analysis

    4.4 stars, 910 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (910) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Power Plant Engineering: From Theory to Industry Practice

    Skills you'll gain: Electrical Power, Plant Operations and Management, Control Systems, Energy and Utilities, Environmental Engineering, Mechanical Engineering, Thermal Management, Electrical Safety, Engineering, Basic Electrical Systems, Environmental Regulations, Chemistry, Communication Systems, Water Resource Management, Engineering Analysis, Network Protocols, Wireless Networks, System Monitoring, Engineering Drawings, Process Analysis

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Simplilearn

    DevOps & Site Reliability Engineering Mastery Certification

    Skills you'll gain: Terraform, Git (Version Control System), Containerization, Incident Management, Site Reliability Engineering, Infrastructure as Code (IaC), Cloud-Native Computing, Version Control, Prometheus (Software), Grafana, Kubernetes, DevSecOps, Devops Tools, CI/CD, DevOps, Docker (Software), Microservices, Incident Response, Cloud Infrastructure, Multi-Cloud

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Transmission Line Engineering: Civil, Mechanical and Cables

    Skills you'll gain: High Voltage, Low Voltage, Electrical Power, Electric Power Systems, Civil Engineering, Electrical Engineering, Matlab, Engineering Analysis, Electrical Equipment, Engineering Calculations, Electrical Safety, Surveys, Environmental Engineering, Geospatial Information and Technology

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
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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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