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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


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    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - Italiano

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Generative AI, Application Development, Artificial Intelligence, Performance Tuning, AI Enablement

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    YouTube Optimization: Grow Your Presence

    Skills you'll gain: Content Performance Analysis, Search Engine Optimization, Keyword Research, Performance Analysis, Marketing Analytics, Web Analytics and SEO, Content Strategy, Analytics, Marketing Channel, Key Performance Indicators (KPIs), Social Media Strategy, Data-Driven Decision-Making, Revenue Management, Social Media Management, Brand Marketing

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    AWS Certified Solutions Architect - Professional (SAP-C02)

    Skills you'll gain: Solution Architecture, Software Architecture, Cloud Computing Architecture, Enterprise Architecture, Amazon Web Services, Cloud Solutions, Identity and Access Management, Security Engineering, Application Design, Cloud Deployment, Network Architecture, Service Improvement, Continuous Improvement Process, Data Migration, Network Security, Disaster Recovery, Cost Reduction

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Object-Oriented Analysis and Design: Practice & Architecture

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Software Design, Software Design Patterns, Unified Modeling Language, API Design, Software Architecture, Application Design, Software Engineering, Java Programming, Software Development, User Interface and User Experience (UI/UX) Design

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    AI Business School

    AI agents and creator tools for marketing professionals

    Skills you'll gain: Agentic Workflows, Agentic systems, AI Workflows, No-Code Development, Productivity, AI Enablement, Marketing Automation, Generative AI Agents, MarTech, AI Personalization, Digital Transformation, Marketing, Artificial Intelligence, Business Metrics, Automation, Business Technologies, Innovation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    American Museum of Natural History

    Climate and Climate Change in New Jersey

    Skills you'll gain: Environmental Monitoring, Climate Change Adaptation, Systems Thinking, Climate Change Mitigation, Environment, Environmental Science, Hydrology, Environmental Issue, Physical Science, Data Collection, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Codio

    RESTful MVC Architecture

    Skills you'll gain: Model View Controller, Test Driven Development (TDD), Restful API, Vue.JS, Full-Stack Web Development, Frontend Integration, Web Applications, Unit Testing, Server Side, Javascript, HTML and CSS, Cascading Style Sheets (CSS), User Interface (UI)

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Talent Acquisition: Smarter Candidate Screening

    Skills you'll gain: Prompt Engineering, Applicant Tracking Systems, Responsible AI, Google Gemini, Talent Acquisition, Recruitment, HR Tech, Generative AI, Microsoft Power Automate/Flow, ChatGPT, Business Process Automation, Automation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Rust Secret Cipher CLI

    Skills you'll gain: Rust (Programming Language), Command-Line Interface, Encryption, Package and Software Management, Application Development, Cryptography, Software Engineering, Algorithms

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Scrimba

    CSS UI Effects: Shadows, Gradients & Animations

    Skills you'll gain: Cascading Style Sheets (CSS), User Interface (UI) Design, Browser Compatibility, HTML and CSS, Web Design, Responsive Web Design, Usability, Color Theory, Animations, Web Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Starweaver

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, CrewAI, AI Orchestration, Generative AI, Agentic systems, Prompt Patterns, Tool Calling, LLM Application, Model Deployment, Responsible AI, Scalability, Application Deployment, Collaboration, Data Integration, Job Evaluation, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI and Model Selection: Vanderbilt University
  • Introduction to Large Language Models - Italiano: Google Cloud
  • YouTube Optimization: Grow Your Presence: Coursera
  • AWS Certified Solutions Architect - Professional (SAP-C02): Pearson
  • Object-Oriented Analysis and Design: Practice & Architecture: University of Colorado Boulder
  • AI agents and creator tools for marketing professionals: AI Business School
  • Climate and Climate Change in New Jersey: American Museum of Natural History
  • RESTful MVC Architecture: Codio
  • GenAI for Talent Acquisition: Smarter Candidate Screening: Coursera
  • Rust Secret Cipher CLI: Duke University

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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