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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


  • G

    Google Cloud

    Introduction to Generative AI Learning Path

    Skills you'll gain: Responsible AI, LLM Application, AI literacy, AI Product Strategy, Deep Learning, Statistical Machine Learning

    4.7 stars, 15K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (15K) · Intermediate · Specialization · 1 - 3 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • I

    IBM

    IBM DevOps, Cloud, and Agile Foundations

    Skills you'll gain: User Story, Cloud Infrastructure, Cloud Platforms, Agile Software Development, Scrum (Software Development), Agile Methodology, Cloud Computing, Cloud Computing Architecture, Kanban Principles, DevOps, Backlogs, Cloud Services, Cloud Development, Cloud Deployment, Sprint Retrospectives, Cloud Security, Cloud-Native Computing, Devops Tools, Continuous Integration, CI/CD

    4.7 stars, 14K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (14K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Java and Spring Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Data Ethics, Generative AI Agents, ChatGPT, Model Deployment, Restful API, Software Design Documents, Software Design, AI Integrations, Application Deployment, LLM Application, AI literacy, Software Architecture, Agentic Workflows, Continuous Integration, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Java Programming

    4.7 stars, 12K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Una aproximación a la química del carbono

    Skills you'll gain: Materials science, Petroleum Industry, Chemistry, Environmental Issue, Oil and Gas, Environmental Science, Physical Science, Manufacturing Processes

    4.9 stars, 496 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • A

    Arizona State University

    Materials Science for Advanced Technological Applications

    Skills you'll gain: Semiconductors, Electronic Components, Materials science, Electrical Engineering, Electronics Engineering, Manufacturing Processes, Mechanical Engineering, Electronics, Thermal Management, Chemical Engineering, Structural Analysis, Chemistry, Failure Analysis, Breakage Control, Physical Science, Engineering Calculations

    4.6 stars, 215 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (215) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Basics of Electrical Protection System

    Skills you'll gain: Electrical Systems, Electrical Power, Electric Power Systems, Electrical Equipment, Electrical Safety, Basic Electrical Systems, Energy and Utilities, Electrical Engineering, Engineering, Scientific, and Technical Instruments, Failure Analysis, Equipment Design, Laboratory Testing, Coordination

    4.4 stars, 88 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (88) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI Cybersecurity & Privacy for Leaders

    Skills you'll gain: Prompt Engineering, AI Security, ChatGPT, Retrieval-Augmented Generation, Prompt Patterns, Generative AI Agents, Crisis Management, Generative AI, LLM Application, Incident Response, Responsible AI, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, AI Enablement, AI Integrations, Cyber Governance, Cybersecurity

    4.8 stars, 8.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (8.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Applied AI for Engineers and Scientists: Practitioners

    Skills you'll gain: NumPy, Generative AI, Data Preprocessing, Model Evaluation, Scikit Learn (Machine Learning Library), LLM Application, Deep Learning, Python Programming, Prompt Engineering, Feature Engineering, Operations Research, Dimensionality Reduction, Algorithms, Object Oriented Programming (OOP), Mathematical Modeling, Matplotlib, Data Structures, Unit Testing, Data Visualization, Performance Analysis

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Davis

    GIS Data Formats, Design and Quality

    Skills you'll gain: Spatial Analysis, ArcGIS, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, GIS Software, Data Quality, Data Mapping, Data Modeling, Database Design, Data Storage Technologies, Data Management, Data Literacy, Data Storage, Data Sharing, Data Manipulation, Data Capture, Interactive Data Visualization, Query Languages, Analytics

    4.8 stars, 2.1K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (2.1K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Advanced Manufacturing Process Analysis

    Skills you'll gain: Anomaly Detection, Production Process, Manufacturing Processes, Data Collection, Systems Analysis, Data Storage, Manufacturing Operations, Systems Engineering, Data Cleansing, Failure Analysis, Digital Transformation, Data Preprocessing, Big Data, Data Analysis Software, Computing Platforms

    4.6 stars, 1.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Pennsylvania State University

    Creativity, Innovation and Transformation

    Skills you'll gain: Creative Thinking, Creativity, Creative Problem-Solving, Ideation, Cultural Diversity, Open Mindset, Cognitive flexibility, Personal Development, Project Design, Overcoming Obstacles, Tenacity, Collaboration, Experimentation, Goal Setting

    4.5 stars, 877 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (877) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    Data Analysis with Python

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Cleansing, Data Preprocessing, Data Manipulation, Data Analysis, Data Processing, Model Training, Scatter Plots, Statistical Analysis, Predictive Modeling, Regression Analysis, Statistical Methods, Data Transformation, Feature Engineering, Data Import/Export, Scientific Visualization, Data Visualization, Python Programming

    4.7 stars, 20K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (20K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…656667…522

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

  • Introduction to Generative AI Learning Path: Google Cloud
  • IBM DevOps, Cloud, and Agile Foundations: IBM
  • Generative AI for Java and Spring Developers: IBM
  • Una aproximación a la química del carbono: Universidad Nacional Autónoma de México
  • Materials Science for Advanced Technological Applications: Arizona State University
  • Basics of Electrical Protection System: L&T EduTech
  • Generative AI Cybersecurity & Privacy for Leaders: Vanderbilt University
  • Applied AI for Engineers and Scientists: Practitioners: University of Glasgow
  • GIS Data Formats, Design and Quality: University of California, Davis
  • Advanced Manufacturing Process Analysis: University at Buffalo

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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