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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


  • N

    National Taiwan University

    材料力學一 (Mechanics of Materials (1))

    Skills you'll gain: Structural Engineering, Structural Analysis, Architectural Engineering, Mechanics, Materials science, Torque (Physics), Civil Engineering, Engineering Design Process, Civil and Architectural Engineering, Building Design, Engineering Calculations, Engineering Analysis

    4.9 stars, 32 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • C

    Campus BBVA

    The ABC of sustainability

    Skills you'll gain: Sustainable Development, Sustainability Reporting, Sustainable Business, Sustainability Standards, Socioeconomics, Social Justice, Health Equity, Economic Development, Environment and Resource Management, Stakeholder Engagement, Environmental Issue, Stakeholder Management, Stakeholder Analysis, Finance, Economics, Climate Change Adaptation, Climate Change Mitigation, Critical Thinking

    4.6 stars, 239 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (239) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • R

    Rice University

    Introduction to Biology: Ecology

    Skills you'll gain: Environment, Environmental Science, Life Sciences, Environmental Issue, Environment and Resource Management, Biology, Sustainable Development, Demography, Natural Resource Management, Estimation, Experimentation, Case Studies

    4.7 stars, 181 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (181) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    AutoCAD for beginners: Drafting blueprints and schematics

    Skills you'll gain: AutoCAD, Architectural Drawing, Drafting and Engineering Design, Blueprinting, Technical Drawing, Computer-Aided Design, Plot (Graphics)

    4.3 stars, 74 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (74) · Beginner · Guided Project · Less Than 2 Hours

  • M

    MathWorks

    Powering the Future with Electrification

    Skills you'll gain: Electrical Systems, Electrical Power, Model Based Systems Engineering, Electric Power Systems, Climate Change Mitigation, Energy and Utilities, Environmental Issue, Engineering Software

    4.9 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (22) · Beginner · Course · 1 - 4 Weeks

    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
  • U

    University of Illinois Urbana-Champaign

    Energy, Environment, and Everyday Life

    Skills you'll gain: Energy and Utilities, Oil and Gas, Petroleum Industry, Environmental Issue, Electrical Power, Environmental Science, Economics, Environment and Resource Management, Sustainable Technologies, Plant Operations and Management, Economics, Policy, and Social Studies, Radiation Protection, Sustainable Engineering, Physics, Natural Resource Management, Behavioral Economics, Climate Change Mitigation, Emerging Technologies

    4.7 stars, 223 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (223) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • 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
  • L

    L&T EduTech

    Construction Techniques and Practices

    Skills you'll gain: Construction, Construction Inspection, Construction Management, Construction Engineering, Construction Estimating, Maintenance, Repair, and Facility Services, General Construction and Construction Labor, Product Lifecycle Management, Cost Estimation, Building Codes, Structural Engineering, Engineering Practices, Digital Analysis, Plant Operations and Management, Facility Repair And Maintenance, Architecture and Construction, Civil Engineering, Laboratory Testing, Digital Transformation, Assembly Drawing

    4.5 stars, 11 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.5 (11) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • 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
  • A

    Amazon Web Services

    AWS Cloud Solutions Architect

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Identity and Access Management, Data Lakes, Amazon DynamoDB, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Amazon Elastic Compute Cloud, Event-Driven Programming, Solution Architecture, Amazon Web Services, IT Security Architecture, Data Architecture, Cloud Computing Architecture, Interactive Data Visualization, Data Engineering, Software Architecture

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

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

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Systèmes d’Information Géographique - Partie 2

    Skills you'll gain: GIS Software, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Graphic and Visual Design, Color Theory, Database Management

    4.3 stars, 43 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (43) · Beginner · Course · 1 - 3 Months

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

  • 材料力學一 (Mechanics of Materials (1)): National Taiwan University
  • The ABC of sustainability: Campus BBVA
  • Introduction to Biology: Ecology: Rice University
  • AutoCAD for beginners: Drafting blueprints and schematics: Coursera
  • Powering the Future with Electrification: MathWorks
  • Renewable Energy Futures: University of Colorado Boulder
  • Energy, Environment, and Everyday Life: University of Illinois Urbana-Champaign
  • IBM Introduction to Machine Learning: IBM
  • Construction Techniques and Practices: L&T EduTech
  • Artificial Intelligence in Bioinformatics: Taipei Medical University

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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