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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


  • T

    The Hong Kong University of Science and Technology

    General Relativity I: Theoretical Foundations

    Skills you'll gain: Physics, Differential Equations, Linear Algebra, Calculus, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics, Derivatives

    4.8 stars, 10 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (10) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    C# in Practice: Working with .NET Types, Data, and LINQ

    Skills you'll gain: C# (Programming Language), .NET Framework, JSON, ASP.NET, Application Deployment, Maintainability, File I/O, Data Persistence, Application Frameworks, Application Development, Object-Relational Mapping, Database Application, SQL, Extensible Languages and XML, Extensible Markup Language (XML), Programming Principles, Back-End Web Development, Object Oriented Programming (OOP), Object Oriented Design, Web Development

    Intermediate · Course · 1 - 3 Months

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

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Agile Project Management, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • V

    Vanderbilt University

    Honors AI Agents for High School Students

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Agentic systems, Agentic Workflows, Artificial Intelligence, OpenAI, Prompt Engineering, AI literacy, ChatGPT, LLM Application, Prompt Patterns, Context Engineering, Decision Intelligence, Tool Calling, Interaction Design, Multimodal Prompts, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Enterprise Product Management Fundamentals

    Skills you'll gain: Product Roadmaps, Market Research, Product Management, Product Lifecycle Management, Technical Product Management, Cross-Functional Team Leadership, Product Development, Cross-Functional Collaboration, Market Analysis, Market Intelligence, Product Planning, Agile Product Development, Product Requirements, Agile Methodology, Competitive Analysis, Product Strategy, New Product Development, Microsoft Copilot, Stakeholder Management, Enterprise Security

    4.5 stars, 324 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (324) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Model Deployment Strategies

    Skills you'll gain: Generative AI, Application Deployment, Scalability, Cloud Deployment, AI Workflows, AI Security, Prompt Engineering, Infrastructure Architecture, Software Architecture, Capacity Management, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Computing, Software Development, API Gateway, Amazon Web Services, Amazon CloudWatch, Serverless Computing, Machine Learning, Natural Language Processing

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Data Ingestion, Analysis, and Monitoring in Sumo Logic

    Skills you'll gain: System Monitoring, Dashboard, Security Information and Event Management (SIEM), Dashboard Creation, Site Reliability Engineering, Event Monitoring, Network Monitoring, Continuous Monitoring, Analytics, Data Cleansing, Data Processing, Data Preprocessing, System Configuration, Data Integration, Query Languages, Analysis, Data Analysis, Performance Tuning, Cybersecurity, Incident Response

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Artificial Intelligence on Microsoft Azure

    Skills you'll gain: Responsible AI, Anomaly Detection, Microsoft Azure, Data Ethics, AI Workflows, Artificial Intelligence, Image Analysis, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, AI literacy, Machine Learning

    4.5 stars, 1.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Essential Tools and Practices for .NET 8 Development

    Skills you'll gain: Git (Version Control System), Version Control, Prompt Engineering, Prompt Engineering Tools, .NET Framework, Prompt Patterns, Microsoft Visual Studio, Microsoft Development Tools, ASP.NET, Development Environment, Software Documentation, Secure Coding, Integrated Development Environments, C# (Programming Language), Unit Testing, LLM Application, Large Language Modeling, Application Design, Design Software, Data Security

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Design Resilient Oracle BPEL Processes

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • L

    L&T EduTech

    Construction of Metro Rail Systems

    Skills you'll gain: Construction Engineering, Construction, Civil Engineering, Structural Engineering, Engineering Practices, Laboratory Testing, General Construction and Construction Labor, Architecture and Construction, Structural Analysis, Analytical Testing, Planning

    4.7 stars, 10 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (10) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Google Workspace with Gemini

    Skills you'll gain: Google Gemini, Prompt Engineering, Responsible AI, Storytelling, Video Production, Photo/Video Production and Technology, Gemini, Prompt Patterns, Gmail, Video Editing, Visual Storytelling, Productivity Software, Google Workspace, Multimodal Prompts, Workflow Management, Generative AI, Business Communication, Collaboration, Writing, Project Management

    4.7 stars, 600 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (600) · Beginner · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular feature engineering courses

  • General Relativity I: Theoretical Foundations: The Hong Kong University of Science and Technology
  • C# in Practice: Working with .NET Types, Data, and LINQ: Packt
  • Master of Science in Data Science: University of Colorado Boulder
  • Honors AI Agents for High School Students: Vanderbilt University
  • Enterprise Product Management Fundamentals: Microsoft
  • Gen AI Dev- Model Deployment Strategies: Amazon Web Services
  • Data Ingestion, Analysis, and Monitoring in Sumo Logic: Packt
  • Artificial Intelligence on Microsoft Azure: Microsoft
  • Essential Tools and Practices for .NET 8 Development: Packt
  • Design Resilient Oracle BPEL Processes: 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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