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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
      Free
      C

      Coursera Project Network

      Build and deploy a stroke prediction model using R

      Skills you'll gain: Feature Engineering, Predictive Modeling, R Programming, Data Analysis, Classification And Regression Tree (CART), Statistical Modeling, Statistical Analysis, Data Cleansing, Exploratory Data Analysis, Applied Machine Learning, Data Manipulation, Application Deployment, Data Transformation, Machine Learning Methods, Interactive Data Visualization, Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      21 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Advanced Machine Learning Algorithms

      Skills you'll gain: Feature Engineering, Machine Learning Algorithms, Random Forest Algorithm, Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Predictive Modeling, Decision Tree Learning, Performance Tuning, Regression Analysis

      3.5
      Rating, 3.5 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      Data Science & Machine Learning Fundamentals

      Skills you'll gain: Feature Engineering, Data Science, Data Analysis, Business Analytics, Data Literacy, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Classification And Regression Tree (CART), Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Supervised Learning, Data Cleansing, Exploratory Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      Data Prep for Machine Learning in Python

      Skills you'll gain: Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Wrangling, Data Manipulation, Data Processing, Plot (Graphics), Data Visualization, Data Transformation, Descriptive Statistics, Data Analysis, Pandas (Python Package), Box Plots, Data Validation, Python Programming, Data Science, Scikit Learn (Machine Learning Library), Statistical Analysis

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      Edureka

      Machine Learning with PySpark

      Skills you'll gain: PySpark, Apache Spark, Unsupervised Learning, Data Processing, Distributed Computing, Predictive Modeling, Big Data, Feature Engineering, Machine Learning, Machine Learning Algorithms, Supervised Learning, Regression Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      L

      LearnKartS

      Introduction to AI and Machine Learning

      Skills you'll gain: AWS SageMaker, Computer Vision, Applied Machine Learning, Natural Language Processing, Machine Learning, Data Wrangling, Reinforcement Learning, Artificial Intelligence

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      M

      Maven Analytics

      Complete Visual Guide to Machine Learning

      Skills you'll gain: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Forecasting, Data Mining, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Business Intelligence, Random Forest Algorithm

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Optical Engineering

      Skills you'll gain: Electrical Engineering, Engineering, Scientific, and Technical Instruments, Image Quality, System Design and Implementation, Equipment Design, Engineering Design Process, Performance Tuning, Engineering Analysis, Systems Engineering, Image Analysis, System Requirements, Design Software, Numerical Analysis, Simulation and Simulation Software, Engineering Calculations, Systems Analysis, Laboratory Equipment, Mathematical Modeling, Computer-Aided Design, Graphical Tools

      Build toward a degree

      4.3
      Rating, 4.3 out of 5 stars
      ·
      369 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      G

      Georgia Institute of Technology

      Applications in Engineering Mechanics

      Skills you'll gain: Structural Analysis, Structural Engineering, Engineering Analysis, Mechanical Engineering, Mechanics, Engineering

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      G

      Georgia Institute of Technology

      Introduction to Engineering Mechanics

      Skills you'll gain: Engineering Analysis, Mechanics, Torque (Physics), Engineering Calculations, Mechanical Engineering, Engineering, Civil Engineering, Structural Analysis, Applied Mathematics, Trigonometry

      4.8
      Rating, 4.8 out of 5 stars
      ·
      5.1K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      S

      Starweaver

      Automotive Industrial Engineering

      Skills you'll gain: Supply Chain Management, Industrial Engineering, Logistics, Transportation Management, Operations Management, Corporate Strategy, Business Strategy, Business Management, Manufacturing Processes, Sustainable Business, Mechanical Engineering, Strategic Planning, Procurement, Materials science, Innovation, Technology Strategies

      4.3
      Rating, 4.3 out of 5 stars
      ·
      130 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Introduction to Systems Engineering

      Skills you'll gain: Model Based Systems Engineering, Failure Analysis, Systems Engineering, Scope Management, Cost Management, Design Reviews, Requirements Analysis, Change Control, Engineering Management, Requirements Management, Project Management, Program Management, Test Engineering, Systems Thinking, Work Breakdown Structure, Functional Design, Contract Management, Systems Architecture, Test Planning, Risk Management

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      130 reviews

      Beginner · Specialization · 3 - 6 Months

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

    • Build and deploy a stroke prediction model using R: Coursera Project Network
    • Advanced Machine Learning Algorithms: Fractal Analytics
    • Data Science & Machine Learning Fundamentals: Corporate Finance Institute
    • Data Prep for Machine Learning in Python: Corporate Finance Institute
    • Machine Learning with PySpark: Edureka
    • Introduction to AI and Machine Learning: LearnKartS
    • Complete Visual Guide to Machine Learning: Maven Analytics
    • Optical Engineering: University of Colorado Boulder
    • Applications in Engineering Mechanics: Georgia Institute of Technology
    • Introduction to Engineering Mechanics: Georgia Institute of Technology

    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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