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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: Preview
      Preview
      N

      National Taiwan University

      BIM Fundamentals for Engineers

      Skills you'll gain: Building Information Modeling, Engineering Documentation, Data Modeling, 3D Modeling, Computer-Aided Design, Construction, Construction Management, Civil Engineering, Mechanical Engineering

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.9K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI Engineering with LLMs

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, PyTorch (Machine Learning Library), Generative AI Agents, Natural Language Processing, Data Pipelines, Artificial Intelligence, Text Mining, Data Ethics, Deep Learning, Applied Machine Learning, Data Processing, Artificial Neural Networks, Performance Tuning, Reinforcement Learning, Document Management, Database Management Systems, Data Storage Technologies

      4.5
      Rating, 4.5 out of 5 stars
      ·
      639 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      T

      The Hong Kong University of Science and Technology

      Mathematics for Engineers

      Skills you'll gain: Differential Equations, Linear Algebra, Matlab, Engineering Calculations, Engineering Analysis, Numerical Analysis, Finite Element Methods, Integral Calculus, Mathematical Software, Mechanical Engineering, Calculus, Algebra, Applied Mathematics, Mathematical Modeling, Engineering, Simulation and Simulation Software, Advanced Mathematics, Geometry, Computational Thinking, Estimation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      7.6K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      MathWorks

      Data Processing and Feature Engineering with MATLAB

      Skills you'll gain: Feature Engineering, Dimensionality Reduction, Data Integration, Exploratory Data Analysis, Data Visualization, Matlab, Data Processing, Descriptive Statistics, Data Cleansing, Data Manipulation, Histogram, Data Transformation, Text Mining, Predictive Modeling, Unstructured Data, Image Analysis, Natural Language Processing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      347 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Scrimba

      AI Engineering

      Skills you'll gain: Prompt Engineering, LangChain, Image Analysis, Responsible AI, OpenAI, Cloud Applications, Multimodal Prompts, Generative AI, Cloud API, Application Deployment, Prompt Engineering Tools, API Gateway, LLM Application, Generative AI Agents, Tool Calling, User Interface (UI), Data Ethics, Development Environment, Open Source Technology, Software Engineering

      4.6
      Rating, 4.6 out of 5 stars
      ·
      239 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 1

      Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Unstructured Data, Probability & Statistics, Dimensionality Reduction, Algorithms

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      Dassault Systèmes

      SOLIDWORKS 3D CAD for Education

      Skills you'll gain: Computer-Aided Design, 3D Modeling, 3D Assets, Engineering Design Process, Engineering Drawings, Drafting and Engineering Design, Mechanical Design, Design Software, Technical Design, Mechanical Engineering, Design Elements And Principles, Graphical Tools

      4.6
      Rating, 4.6 out of 5 stars
      ·
      92 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Prompt Engineering for Educators

      Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Productivity, OpenAI, Creative Problem-Solving, Generative AI, AI Personalization, Data Synthesis, Image Analysis, Data Capture, Artificial Intelligence, Innovation, Brainstorming, Large Language Modeling, Data Analysis, Organizational Skills, Education Software and Technology, Artificial Intelligence and Machine Learning (AI/ML)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      7.3K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 2

      Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Generative Model Architectures

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Design of Industrial Piping Systems

      Skills you'll gain: Engineering Drawings, Construction Engineering, Hydraulics, Mechanical Design, Blueprint Reading, Petroleum Industry, Building Codes, Process Flow Diagrams, Civil Engineering, Oil and Gas, Construction Inspection, Failure Analysis, Construction, Engineering Analysis, Engineering Calculations, Engineering Plans And Specifications, Energy and Utilities, Mechanical Engineering, Chemical Engineering, Process Engineering

      4.4
      Rating, 4.4 out of 5 stars
      ·
      107 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Modeling, IC Processes and Emerging Microtechnology

      Skills you'll gain: Finite Element Methods, Semiconductors, Electronics Engineering, Electronic Systems, Computer Architecture, Manufacturing Processes, Process Engineering, Emerging Technologies, Simulation and Simulation Software, Mathematical Modeling, Electronic Components, Micrometer, Artificial Intelligence

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Dartmouth College

      The Engineering of Structures Around Us

      Skills you'll gain: Structural Analysis, Structural Engineering, Building Design, Civil Engineering, Vibrations, Architectural Engineering, Mechanical Engineering, Construction, SketchUp (3D Modeling Software), Mechanics, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Prototyping, Engineering Design Process, Experimentation, Materials science, 3D Modeling, Applied Mathematics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      162 reviews

      Beginner · Specialization · 3 - 6 Months

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

    • BIM Fundamentals for Engineers: National Taiwan University
    • Generative AI Engineering with LLMs: IBM
    • Mathematics for Engineers: The Hong Kong University of Science and Technology
    • Data Processing and Feature Engineering with MATLAB: MathWorks
    • AI Engineering: Scrimba
    • Statistical Learning for Engineering Part 1: Northeastern University
    • SOLIDWORKS 3D CAD for Education: Dassault Systèmes
    • Prompt Engineering for Educators: Vanderbilt University
    • Statistical Learning for Engineering Part 2: Northeastern University
    • Design of Industrial Piping Systems: L&T EduTech

    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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