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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: Free Trial
    Free Trial
    F

    Fortinet, Inc.

    Fortinet Network Security

    Skills you'll gain: Firewall, Virtual Private Networks (VPN), Network Troubleshooting, Network Routing, Network Security, Intrusion Detection and Prevention, Authentications, Network Monitoring, Event Monitoring, Network Administration, Security Information and Event Management (SIEM), Security Engineering, Network Infrastructure, Network Performance Management, Enterprise Security, Network Architecture, Application Security, Cybersecurity, Computer Security, Cyber Security Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    125 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    B

    Banco Interamericano de Desarrollo

    Saneamiento óptimo: un paradigma integral y sostenible

    Skills you'll gain: Sanitation, Water Sustainability, Water Resource Management, Sustainable Technologies, Sustainable Development, Governance, Environment and Resource Management, Climate Change Adaptation, Public Health and Disease Prevention, Innovation, Emerging Technologies, Digital Transformation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Google Gemini, Responsible AI, Google Workspace, Generative AI, Google Cloud Platform, AI Product Strategy, Productivity Software, LLM Application, Business Leadership, Unstructured Data, Tool Calling, Data Ethics, Customer experience improvement, Artificial Intelligence, Data Governance, Organizational Strategy, Cloud Computing, Collaboration

    4.7
    Rating, 4.7 out of 5 stars
    ·
    693 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Management of Urban Infrastructures – part 1

    Skills you'll gain: Energy and Utilities, Case Studies, Transportation Management, Electrical Power, Facility Management, Water Sustainability, Operations Management, Civil Engineering, Stakeholder Management, Sustainable Development, Project Management, Environmental Issue, Socioeconomics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    800 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Data Visualization, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    66 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Fundamentals of Software Architecture for Big Data

    Skills you'll gain: Service Level, Software Engineering, Software Architecture, Data Architecture, Distributed Computing, Microservices, Transaction Processing, Software Design, Database Systems, Blockchain, Big Data, Data Structures, Test Driven Development (TDD), System Monitoring

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    87 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Introduction to Generative AI for Data Analysis

    Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, AI Product Strategy, Data Analysis, Responsible AI, Data Processing, Power BI, Exploratory Data Analysis, Anomaly Detection

    4.3
    Rating, 4.3 out of 5 stars
    ·
    79 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Alberta

    Problem Solving, Python Programming, and Video Games

    Skills you'll gain: Computational Thinking, Video Game Development, Game Design, Programming Principles, Animation and Game Design, Software Quality (SQA/SQC), Problem Solving, Computer Programming, Program Development, Software Engineering, Python Programming, Algorithms, Object Oriented Programming (OOP), Pseudocode, Data Structures, Application Design, Debugging, Computer Science, Test Planning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    233 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Copenhagen

    Air Pollution – a Global Threat to our Health

    Skills you'll gain: Epidemiology, Pulmonology, Pollution Prevention, Environmental Issue, Sustainable Development, Public Health, Respiration, Health Disparities, Public Health and Disease Prevention, Environmental Science, Environmental Monitoring, Health Assessment, Physiology, Chronic Diseases, Vulnerability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.5K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Good with Words: Speaking and Presenting

    Skills you'll gain: Tactfulness, Public Speaking, Storytelling, Verbal Communication Skills, Persuasive Communication, Non-Verbal Communication, Communication, Cognitive flexibility, Presentations, Ingenuity, Interpersonal Communications, Communication Strategies, Empathy, Composure, Social Skills, Professionalism, Active Listening, Optimism, Driving engagement, Creativity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    355 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    T

    The University of Edinburgh

    Philosophy and the Sciences: Introduction to the Philosophy of Physical Sciences

    Skills you'll gain: Research, Science and Research, General Science and Research, Scientific Methods, Physical Science, Physics, Research Methodologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    956 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Secure Software Design

    Skills you'll gain: Database Design, Software Design, Application Security, Vulnerability Assessments, Unified Modeling Language, Unit Testing, Threat Modeling, Usability Testing, User Interface and User Experience (UI/UX) Design, Open Web Application Security Project (OWASP), Technical Design, Software Architecture, Secure Coding, Object Oriented Design, Software Design Patterns, Database Management, Security Software, Systems Design, Software Engineering, Software Development Life Cycle

    4.6
    Rating, 4.6 out of 5 stars
    ·
    438 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Fortinet Network Security: Fortinet, Inc.
  • Saneamiento óptimo: un paradigma integral y sostenible: Banco Interamericano de Desarrollo
  • Generative AI Leader: Google Cloud
  • Management of Urban Infrastructures – part 1: École Polytechnique Fédérale de Lausanne
  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Fundamentals of Software Architecture for Big Data: University of Colorado Boulder
  • Introduction to Generative AI for Data Analysis: Microsoft
  • Problem Solving, Python Programming, and Video Games: University of Alberta
  • Air Pollution – a Global Threat to our Health: University of Copenhagen
  • Good with Words: Speaking and Presenting: University of Michigan

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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