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    • Feature Engineering

    Feature Engineering Courses Online

    Explore feature engineering for improving machine learning models. Learn to create, select, and transform features for model accuracy.

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    Explore the Feature Engineering Course Catalog

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Supervised Machine Learning: Regression and Classification

      Skills you'll gain: Supervised Learning, Applied Machine Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, NumPy, Predictive Modeling, Feature Engineering, Artificial Intelligence, Classification And Regression Tree (CART), Python Programming, Regression Analysis, Statistical Modeling, Data Transformation

      4.9
      Rating, 4.9 out of 5 stars
      ·
      30K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Copenhagen

      Transformation of the Global Food System

      Skills you'll gain: Sustainable Development, Sustainable Systems, Water Sustainability, Sustainable Business, Waste Minimization, Supply Chain, Systems Thinking, Climate Change Mitigation, Land Management, Environment and Resource Management, Innovation, Nutrition and Diet, Public Policies, Case Studies

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Applied Kalman Filtering

      Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Simulations, Advanced Mathematics, Engineering Analysis, Time Series Analysis and Forecasting, Global Positioning Systems, Probability & Statistics, Systems Of Measurement, Applied Mathematics, Statistical Methods, Probability Distribution, Predictive Analytics, Computational Thinking, Predictive Modeling, Control Systems

      4.9
      Rating, 4.9 out of 5 stars
      ·
      23 reviews

      Intermediate · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Product Development using AutoCAD

      Skills you'll gain: Computer-Aided Design, AutoCAD, Drafting and Engineering Design, Product Design, Product Development, Technical Drawing, Design

      4.5
      Rating, 4.5 out of 5 stars
      ·
      166 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      A

      American Museum of Natural History

      Marine Biology

      Skills you'll gain: Life Sciences, Biology, Environmental Science, Environment, Biochemistry, Physiology, Hydrology, Environmental Issue, Anatomy, Water Quality, Behavioral Health, Research

      4.8
      Rating, 4.8 out of 5 stars
      ·
      564 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University at Buffalo

      Digital Thread: Components

      Skills you'll gain: Digital Transformation, Data Sharing, Manufacturing Operations, Product Design, Business Transformation, Workflow Management, Product Lifecycle Management, Data Storage, Process Management, Interoperability, Innovation, Business Workflow Analysis, Goal Setting

      4.6
      Rating, 4.6 out of 5 stars
      ·
      814 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Maryland, College Park

      Construction Management Project Delivery Methods & Contracts

      Skills you'll gain: Construction Management, Project Risk Management, Engineering Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      15 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Illinois Urbana-Champaign

      Sustainability Consulting

      Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Standards, Sustainable Development, Sustainability Reporting, Sustainable Business, Corporate Sustainability, Consulting, Business Consulting, Environmental Management Systems, Product Lifecycle Management, Environment, Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      93 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Spatial Analysis and Satellite Imagery in a GIS

      Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Analysis, Spatial Data Analysis, Geospatial Information and Technology, Geospatial Mapping, Query Languages, Data Manipulation, Image Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      622 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      N

      Northwestern University

      Modern Robotics, Course 6: Capstone Project, Mobile Manipulation

      Skills you'll gain: Control Systems, Automation Engineering, Simulation and Simulation Software, Robotic Process Automation, Matlab, Mechanics, Mathematical Modeling, Engineering Calculations

      4.9
      Rating, 4.9 out of 5 stars
      ·
      59 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Construction Techniques and Practices

      Skills you'll gain: Construction, Construction Inspection, Construction Management, Equipment Design, Construction Engineering, Construction Estimating, Maintenance, Repair, and Facility Services, Product Lifecycle Management, Cost Estimation, Architecture and Construction, Building Codes, Engineering Practices, Commercial Construction, Machine Controls, Plant Operations and Management, Structural Engineering, Environmental Engineering, Facility Management and Maintenance, Automation Engineering, Civil Engineering

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Sustainable Design Practices in Building Design

      Skills you'll gain: Sustainable Architecture, Waste Minimization, Sustainable Technologies, Environmental Engineering, Construction, Water Sustainability, Sustainable Design, Construction Management, Environment and Resource Management, Water Resource Management, Energy and Utilities, Building Codes, Building Design, Sustainability Standards, Environmental Management Systems, Sustainable Development, HVAC, Stormwater Management, Architectural Engineering, Thermal Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      60 reviews

      Intermediate · Specialization · 1 - 3 Months

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

    • Supervised Machine Learning: Regression and Classification : DeepLearning.AI
    • Transformation of the Global Food System: University of Copenhagen
    • Applied Kalman Filtering: University of Colorado System
    • Product Development using AutoCAD: Coursera Project Network
    • Marine Biology: American Museum of Natural History
    • Digital Thread: Components: University at Buffalo
    • Construction Management Project Delivery Methods & Contracts: University of Maryland, College Park
    • Sustainability Consulting: University of Illinois Urbana-Champaign
    • Spatial Analysis and Satellite Imagery in a GIS: University of Toronto
    • Modern Robotics, Course 6: Capstone Project, Mobile Manipulation: Northwestern 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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