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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


  • E

    Edureka

    Agile Project Management & Business Analysis Principles

    Skills you'll gain: Product Roadmaps, Agile Project Management, Business Analysis, Business Analysis Tools, Stakeholder Engagement, Requirements Elicitation, Requirements Analysis, Agile Product Development, Agile Software Development, Stakeholder Management, Business Requirements, Stakeholder Communications, Project Scoping, Stakeholder Analysis, Project Controls, Scope Management, Project Management, Product Planning, Project Planning, Kanban Principles

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Managing Data as a Product: Scalable Data Architectures

    Skills you'll gain: Data Architecture, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Software Architecture, Semantic Web, Continuous Deployment, Information Architecture, CI/CD, Maintainability, AI Enablement, Organizational Structure, AI Integrations, Product Automation, Interoperability, Data Analysis, Generative AI

    Intermediate · Course · 1 - 3 Months

  • S

    Stanford University

    Teaching LGBTQ+ Health

    Skills you'll gain: Health Disparities, Teaching, Instructional Strategies, Health Equity, Health Education, Education and Training, Social Determinants Of Health, Health Care, Behavioral Health, Healthcare Industry Knowledge, Patient Communication, Cultural Responsiveness, Medical Terminology, Diversity Equity and Inclusion Initiatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Data Analytics and Machine Learning for Big Data

    Skills you'll gain: Apache Spark, Large Language Modeling, Applied Machine Learning, Model Training

    Intermediate · Course · 1 - 3 Months

  • U

    University of California San Diego

    Teaching Impacts of Technology: Relationships

    Skills you'll gain: Interactive Learning, Student Engagement, Algorithms, Spatial Data Analysis, Diversity Awareness, Digital pedagogy, Geospatial Information and Technology, Pedagogy, K-12 pedagogy, Facebook, Instructional Strategies, Student-Centred Learning, Teaching, Data Storage, Education and Training, Instructing, Software Engineering, Geographic Information Systems, Workplace inclusivity, Geospatial Mapping

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    Introduction to Software Development and Applications

    Skills you'll gain: Systems Thinking, Software Visualization, Software Engineering, Object Oriented Programming (OOP), Project Risk Management, Application Design, Object Oriented Design, Software Development Life Cycle, Risk Management, Software Development Methodologies, Software Design, Application Development, Program Development, Business Logic, User Experience Design, Systems Development, Software Development, Business Architecture, Usability, User Centered Design

    1.1
    Rating, 1.1 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Architecting with Google Compute Engine 한국어

    Skills you'll gain: Prompt Engineering, Cloud Infrastructure, Google Cloud Platform, Identity and Access Management, Prompt Engineering Tools, Service Level, Load Balancing, Kubernetes, Google App Engine, Cloud Deployment, Virtual Machines, Virtual Networking, Generative AI, Cloud Computing, Infrastructure As A Service (IaaS), Cloud Platforms, CI/CD, Cloud Computing Architecture, Microservices, Terraform

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Introduction to Modeling for Formal Verification

    Skills you'll gain: Systems Design, Computational Logic, Verification And Validation, Computer Engineering, Communication Systems, Software Systems, Process Modeling, Theoretical Computer Science, Graph Theory

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Developing Applications with Claude API

    Skills you'll gain: Anthropic Claude, Application Programming Interface (API), LLM Application, JSON, AI Integrations, Generative AI Agents, Agentic systems, Scripting, Token Optimization, Artificial Intelligence, Automation, Development Environment

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Transform Audio: Extract Features & Augment Models

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Learn Angular Routing by building a Cocktails Application

    Skills you'll gain: Angular, Authorization (Computing), JavaScript Frameworks, Application Programming Interface (API), TypeScript, Javascript, Web Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • S

    Scrimba

    Improve your CSS

    Skills you'll gain: Responsive Web Design, HTML and CSS, Typography, Cascading Style Sheets (CSS), UI Components, Web Design, User Interface (UI), Interactive Design, User Interface (UI) Design, Web Design and Development, User Interface and User Experience (UI/UX) Design, Browser Compatibility, Usability, Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Animations, Front-End Web Development, Web Components, Web Development, Web Development Tools

    4.3
    Rating, 4.3 out of 5 stars
    ·
    10 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Agile Project Management & Business Analysis Principles: Edureka
  • Managing Data as a Product: Scalable Data Architectures: Packt
  • Teaching LGBTQ+ Health: Stanford University
  • Data Analytics and Machine Learning for Big Data: Microsoft
  • Teaching Impacts of Technology: Relationships: University of California San Diego
  • Introduction to Software Development and Applications: Northeastern University
  • Architecting with Google Compute Engine 한국어: Google Cloud
  • Introduction to Modeling for Formal Verification: University of Colorado Boulder
  • Developing Applications with Claude API: Edureka
  • Transform Audio: Extract Features & Augment Models: Coursera

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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