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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


  • Status: Preview
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    U

    University of Manchester

    Introduction to Molecular Spectroscopy

    Skills you'll gain: Analytical Chemistry, Biochemistry, Laboratory Techniques, Chemistry, Laboratory Equipment, Vibrations, Engineering, Scientific, and Technical Instruments, Physics, Structural Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.6K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Rigid Body Dynamics

    Skills you'll gain: Mechanics, Mechanical Engineering, Torque (Physics), Vibrations, Engineering Analysis, Physics, Applied Mathematics, Calculus

    4.6
    Rating, 4.6 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    S

    Siemens

    Introduction to Solid Edge

    Skills you'll gain: Design Software, Data Import/Export, Engineering Software, Technical Design, 3D Assets, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    From Wellhead to Refinery: Midstream Oil and Gas Processing

    Skills you'll gain: Petroleum Industry, Oil and Gas, Environmental Regulations, Transportation Operations, Environmental Engineering, Pump Stations, Chemical Engineering, Process Engineering, Process Control, Three-Phase, Continuous Monitoring, Water Quality, Hydraulics, Production Process, Equipment Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

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    T

    The University of Edinburgh

    AstroTech: The Science and Technology behind Astronomical Discovery

    Skills you'll gain: Physics, Data Storage Technologies, Emerging Technologies, Technical Communication, Physical Science, Computational Thinking, Image Analysis, Engineering, Scientific, and Technical Instruments, General Science and Research, Data Analysis Software

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Introduction to Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Matlab, Geospatial Information and Technology, Data Integration, Medical Imaging, Machine Learning Methods, Geometric Dimensioning And Tolerancing, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    55 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique

    Quantum Optics 1 : Single Photons

    Skills you'll gain: Physics, Experimentation, Cryptography, Electrical Engineering, Mathematical Modeling, Laboratory Research, Applied Mathematics, Engineering, Scientific, and Technical Instruments, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    337 reviews

    Mixed · Course · 1 - 3 Months

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    L

    L&T EduTech

    Heavy Manufacturing

    Skills you'll gain: Equipment Design, Manufacturing Processes, Plant Operations and Management, Hydraulics, Manufacturing Operations, Chemical Engineering, Production Process, Process Engineering, Control Systems, Manufacturing Standards, Automation, Mechanical Engineering, Internet Of Things, Materials science, Manufacturing and Production, Process Control, Quality Assurance, Safety Standards, Petroleum Industry, Engineering Practices

    4.6
    Rating, 4.6 out of 5 stars
    ·
    40 reviews

    Intermediate · Specialization · 1 - 3 Months

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    U

    University of Maryland, College Park

    Exploring Quantum Physics

    Skills you'll gain: Physics, Torque (Physics), Science and Research, Mechanics, Physical Science, Semiconductors, Advanced Mathematics, Mathematical Modeling

    4.2
    Rating, 4.2 out of 5 stars
    ·
    72 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Design of Ventilation& Air conditioning System for Buildings

    Skills you'll gain: HVAC, Fire And Life Safety, Building Services Engineering, Building Codes, Equipment Design, Thermal Management, Mechanical Engineering, Mechanical Ventilation, Facility Repair And Maintenance, Mechanical Design, Safety Standards, Energy and Utilities, Health And Safety Standards, System Requirements, Control Systems, Engineering Calculations, Environmental Monitoring, System Monitoring, Sustainability Standards, Estimation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    71 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of Pittsburgh

    Disaster Preparedness

    Skills you'll gain: Triage, Mitigation, Crisis Intervention, Emergency Response, Safety and Security, Emergency Medicine, First Aid, Healthcare Ethics, Risk Analysis, Resourcefulness, Adaptability, Cultural Diversity, Water Quality

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Plant Bioinformatic Methods

    Skills you'll gain: Bioinformatics, Network Analysis, Biostatistics, Molecular Biology, Analysis, Biotechnology, Data Visualization Software, Database Software, Data Analysis Software, Health Informatics, Data Analysis, Data Synthesis, Statistical Methods, Data Mining, Medical Science and Research, Exploratory Data Analysis, Technical Communication, Life Sciences, Data Processing, Scientific Visualization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.1K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Introduction to Molecular Spectroscopy: University of Manchester
  • Rigid Body Dynamics: Korea Advanced Institute of Science and Technology(KAIST)
  • Introduction to Solid Edge: Siemens
  • From Wellhead to Refinery: Midstream Oil and Gas Processing: L&T EduTech
  • AstroTech: The Science and Technology behind Astronomical Discovery: The University of Edinburgh
  • Introduction to Computer Vision: MathWorks
  • Quantum Optics 1 : Single Photons: École Polytechnique
  • Heavy Manufacturing: L&T EduTech
  • Exploring Quantum Physics: University of Maryland, College Park
  • Design of Ventilation& Air conditioning System for Buildings: 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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