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  • 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


  • U

    University of California, Davis

    Web Development for Beginners

    Skills you'll gain: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Software Versioning, Web Content Accessibility Guidelines, Front-End Web Development, AI Integrations, Application Deployment, Image Quality, Web Development Tools, User Interface (UI) Design

    4.7 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Sustainable Neighborhoods

    Skills you'll gain: Land Development, Landscape Architecture, Environmental Science, Sustainable Systems, Sustainable Development, Environment, Case Studies, Community Development, Public Works, Sustainable Design, Sustainable Architecture, Environment and Resource Management, Natural Resource Management, Land Management, Social Studies, Economic Development

    4.7 stars, 93 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    Interplay Learning

    Fundamental Electrical Concepts

    Skills you'll gain: Basic Electrical Systems, Electrical Systems, Electrical Power, HVAC, Electrical Engineering, Energy and Utilities, Electronics, Electronic Components, electromagnetics, Physics, Systems Of Measurement, Engineering Calculations

    Beginner · Course · 1 - 3 Months

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

    L&T EduTech

    Formwork Practices

    Skills you'll gain: Construction, Construction Management, Construction Engineering, Construction Estimating, Cost Estimation, Structural Engineering, Engineering Practices, Building Codes, Assembly Drawing, Structural Analysis, Engineering Calculations, Engineering Drawings, Technical Drawing, Safety Standards

    4.3 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (6) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    BITS Pilani

    Bachelor of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Relational Databases, Android Development, Cryptographic Protocols, Probability & Statistics, TCP/IP, Agile Software Development, Graph Theory, Bash (Scripting Language), Theoretical Computer Science, Operating Systems, Natural Language Processing, Software Design, Internet Of Things, Version Control, Cybersecurity, Amazon Web Services, Exploratory Data Analysis, Algorithms, Restful API

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • U

    University of Michigan

    Environmental Hazards and Global Public Health

    Skills you'll gain: Demography, Environmental Regulations, Environmental Laws, Environmental Policy, Environmental Issue, Environmental Resource Management, Pollution Prevention, Environment, Sanitation, Health Disparities, Public Health and Disease Prevention, Water Resources, Public Health, Environmental Science, Health And Safety Standards, Occupational Hygiene, Hazardous Waste Operations And Emergency Response Standard (HAZWOPER), Radiation Protection, Water Quality, Epidemiology

    4.8 stars, 109 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (109) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Transformer Architectures for Natural Language Processing

    Skills you'll gain: Fine-tuning, Natural Language Processing, Hugging Face, ChatGPT, Large Language Modeling, Transfer Learning, Token Optimization, Model Training, Gemini, Generative AI, AI Workflows, Embeddings, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Architectural Engineering

    Intermediate · Course · 1 - 3 Months

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

    Rutgers the State University of New Jersey

    Analyzing the Universe

    Skills you'll gain: Data Analysis Software, Spatial Data Analysis, Image Analysis, Scientific Visualization, Science and Research, Physics, Physical Science, General Science and Research, Data Access, Deductive Reasoning, Scientific Methods, Digital Signal Processing, Systems Of Measurement

    4.8 stars, 235 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • T

    The Pennsylvania State University

    Geodesign: Change Your World

    Skills you'll gain: Geographic Information Systems, Case Studies, Climate Change Programs, Systems Thinking, Geospatial Information and Technology, Sustainable Design, Spatial Analysis, Sustainable Development, Design Strategies, Collaborative Software, Decision Intelligence, Decision Support Systems, Cultural Responsiveness

    4.6 stars, 64 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (64) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Arizona

    Biosphere 2 Science for the Future of Our Planet

    Skills you'll gain: Water Resources, Environment, Climate Change Programs, Hydrology, Environmental Science, Biology, Water Resource Management, Environment and Resource Management, Environmental Monitoring, Water Sustainability, Life Sciences, Sustainable Systems, Natural Resource Management, Systems Thinking, Climate Change Adaptation, Climate Change Mitigation, Experimentation, Research

    4.9 stars, 145 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • U

    University of Michigan

    Introduction to CSS3

    Skills you'll gain: Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, HTML and CSS, Web Design, Responsive Web Design, Hypertext Markup Language (HTML), Web Development Tools, Web Development, Typography, Programming Principles, Debugging

    4.8 stars, 9.7K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (9.7K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Object-Oriented Data Structures in C++

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Development Environment, Engineering Software, Computer Programming, Software Engineering, Data Structures, Memory Management, Computer Programming Tools, Debugging, Program Development

    4.7 stars, 3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (3K) · 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

  • Web Development for Beginners: University of California, Davis
  • Sustainable Neighborhoods: Johns Hopkins University
  • Fundamental Electrical Concepts: Interplay Learning
  • Formwork Practices: L&T EduTech
  • Bachelor of Science in Computer Science: BITS Pilani
  • Environmental Hazards and Global Public Health: University of Michigan
  • Foundations of Transformer Architectures for Natural Language Processing: Packt
  • Analyzing the Universe: Rutgers the State University of New Jersey
  • Geodesign: Change Your World: The Pennsylvania State University
  • Biosphere 2 Science for the Future of Our Planet: University of Arizona

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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