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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 Colorado Boulder

    Arctic Meltdown

    Skills you'll gain: Oil and Gas, Petroleum Industry, Environmental Issue, Environment, Governance, Energy and Utilities, Economic Development, Environmental Monitoring, Physical Science, International Relations, Environmental Policy, Socioeconomics, Natural Resource Management, Climate Change Adaptation, Hydrology, Economics, Environmental Science, Cultural Diversity, Culture, Mathematical Modeling

    4.7 stars, 56 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (56) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Renewable Energy Futures

    Skills you'll gain: Energy and Utilities, Sustainable Technologies, Electric Power Systems, Project Finance, Market Dynamics, Financial Systems, Climate Change Mitigation, Emerging Technologies, Forecasting, Market Trend, Market Opportunities, Cost Reduction

    4.8 stars, 281 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Introduction to Machine Learning

    Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Feature Engineering, Dimensionality Reduction, Supervised Learning, Classification Algorithms, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Statistical Methods, Data Preprocessing, Applied Machine Learning, Model Evaluation, Statistical Inference, Predictive Modeling, Machine Learning Methods, Statistical Hypothesis Testing, Model Training, Data Processing, Machine Learning

    4.6 stars, 3.4K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (3.4K) · Intermediate · Specialization · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Battery State-of-Health (SOH) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Simulations, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Failure Analysis, Electric Power Systems, Mathematical Modeling, Model Optimization, Mathematical Software, Laboratory Research, Scripting, Statistical Process Controls, Scripting Languages, Materials science, Algorithms

    4.7 stars, 158 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Transmission electron microscopy for materials science

    Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Laboratory Research, Scientific Visualization, Laboratory Equipment, Chemistry, Physics, Applied Mathematics, Schematic Diagrams

    4.5 stars, 126 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • T

    Taipei Medical University

    Artificial Intelligence in Bioinformatics

    Skills you'll gain: Bioinformatics, Informatics, Model Training, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Technical Communication, Machine Learning Methods, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, AI Workflows, Random Forest Algorithm, Artificial Intelligence, Predictive Modeling, Molecular Biology, Natural Language Processing, Biology, Data Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Florida

    Agroforestry

    Skills you'll gain: Land Management, Climate Change Mitigation, Climate Change Programs, Sustainable Development, Sustainable Systems, Environment and Resource Management, Water Resource Management, Water Resources, Climate Change Adaptation, Natural Resource Management, Environmental Resource Management, Plant Operations and Management, Environment, Environmental Issue, Environmental Science, General Science and Research, Socioeconomics, Research, Biology

    4.8 stars, 158 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (158) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Bioinformatics, Advanced Mathematics, Theoretical Computer Science, Computational Thinking, Program Development, Data Storage, Network Analysis, Computer Programming, Analysis, Machine Learning Algorithms, Software Testing, C and C++, Python Programming, Java, Debugging, Rust (Programming Language), Javascript

    4.6 stars, 17K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (17K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    L'Art des Structures 2 : treillis, poutres, dalles et cadres

    Skills you'll gain: Structural Engineering, Structural Analysis, Civil and Architectural Engineering, Architectural Engineering, Construction, Building Design, Civil Engineering, Engineering Calculations, Engineering Analysis, Mechanics

    4.7 stars, 21 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.7 (21) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics: In-depth Solutions for Maxwell’s Equations

    Skills you'll gain: electromagnetics, Electrical Engineering, Electrical Systems, Differential Equations, Electronic Components, Advanced Mathematics, Integral Calculus, Physics, Engineering Analysis

    4.9 stars, 127 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.9 (127) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Electrónica Digital Bit a Bit: Fundamentos, Verilog y FPGA

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Computational Logic, Application Specific Integrated Circuits, Computer-Aided Design, Electronic Hardware, Electrical and Computer Engineering, Electrical Engineering, Electronics Engineering, Electronic Systems, Electronics, Semiconductors, Electronic Components, Programming Principles, Schematic Diagrams, Test Case, Simulation and Simulation Software

    4.6 stars, 70 reviews, Mixed, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • 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
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In summary, here are 10 of our most popular feature engineering courses

  • Arctic Meltdown: University of Colorado Boulder
  • Renewable Energy Futures: University of Colorado Boulder
  • IBM Introduction to Machine Learning: IBM
  • Battery State-of-Health (SOH) Estimation: University of Colorado Boulder
  • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
  • Artificial Intelligence in Bioinformatics: Taipei Medical University
  • Agroforestry: University of Florida
  • Data Structures and Algorithms: University of California San Diego
  • L'Art des Structures 2 : treillis, poutres, dalles et cadres: École Polytechnique Fédérale de Lausanne
  • Electrodynamics: In-depth Solutions for Maxwell’s Equations: Korea Advanced Institute of Science and Technology(KAIST)

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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