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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: Preview
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    C

    Coursera

    Agentic AI Content for Practitioners: Marketing

    Skills you'll gain: Prompt Engineering, Data-Driven Marketing, Personalized Campaigns, Marketing Automation, Marketing Operations, AI Personalization, Marketing Effectiveness, Marketing, Content Marketing, Campaign Planning, Social Media Campaigns, Content Performance Analysis, MarTech, Marketing Strategies, Agentic Workflows, Marketing Analytics, Customer Relationship Management (CRM) Software, Customer Relationship Management, Data-Driven Decision-Making, Driving engagement

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Select Topics in Python: Django

    Skills you'll gain: Version Control, GitHub, Django (Web Framework), Git (Version Control System), Application Deployment, Object-Relational Mapping, Development Environment, Unit Testing, Cloud Deployment, Database Development, Bootstrap (Front-End Framework), Model View Controller, Database Management, Virtual Environment, Program Development, HTML and CSS, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Lead Scoring and Identification

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Responsible AI, Lead Generation, Data Ethics, Google Gemini, Prospecting and Qualification, Marketing Automation, Generative AI, AI Enablement, OpenAI, ChatGPT, Automation, Workflow Management, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    T

    Total Seminars

    CompTIA PenTest+

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Vulnerability Assessments, Cyber Security Assessment, Network Security, Cybersecurity, Cloud Security, Vulnerability Management, Brute-force attacks, Security Testing, MITRE ATT&CK Framework, Test Planning, Cyber Threat Intelligence, Open Web Application Security Project (OWASP), Application Security, Network Analysis, OSI Models, Linux, Web Applications, Ethical Standards And Conduct

    Advanced · Specialization · 3 - 6 Months

  • Status: Preview
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    Coursera

    STAR-CCM+: Fluid Flow & Thermal Simulation

    Skills you'll gain: Applied Mathematics, Simulation and Simulation Software, Engineering, Thermal Management, Scientific Visualization, Geometry, Star Schema, Model Evaluation, Environment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agents in Typescript/Javascript with Generative AI

    Skills you'll gain: Generative AI Agents, Agentic Workflows, Debugging, TypeScript, Agentic systems, AI Orchestration, AI Workflows, Node.JS, OpenAI API, Generative AI, Program Development, Artificial Intelligence, LLM Application, Programming Principles, Maintainability, Prompt Engineering, Application Frameworks, Javascript, Large Language Modeling, File Systems

    3.8
    Rating, 3.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    STARWEAVER

    GenAI for Content Creation

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI powered creativity, Generative AI, Multimodal Prompts, AI Workflows, Visual Storytelling, Gemini, Animations, Video Production, Anthropic Claude, Storyboarding, Photo/Video Production and Technology, AI literacy, Responsible AI, Content Creation, Animation and Game Design, Visualization (Computer Graphics), Ideation, Editing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    Dubai College of Tourism

    Menu Design for Dubai Hospitality

    Skills you'll gain: Restaurant Operation, Revenue Management, Food Services, Restaurant Management, Hotel And Restaurant Management, Hospitality and Food Services, Sales Strategy, Hospitality Management, Hospitality, Food and Beverage, Cost Accounting, Layout Design, Customer experience improvement, Gross Profit, Graphic and Visual Design, Copywriting, Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Full-Stack Developer Capstone Project

    Skills you'll gain: ASP.NET, Restful API, Full-Stack Web Development, Cloud Deployment, Performance Tuning, Frontend Integration, .NET Framework, Data Modeling, Frontend Performance, Development Environment, Software Development Tools, Object-Relational Mapping, Web Development, Software Development, Cloud Infrastructure, Web Applications, UI Components, Code Reusability, Authentications, Application Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Transformers Unleashed: Master the Architecture of Modern AI

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    API Development

    Skills you'll gain: OAuth, Web Development Tools, Authentications, Web Servers, Application Programming Interface (API), API Design, Cloud API, Restful API, Server Side, Web Development, Servers, JSON, Software Documentation, Web Applications, Javascript, Web Services, Technical Documentation, Application Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    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, Education and Training, Data Storage, Instructing, Software Engineering, Geographic Information Systems, Workplace inclusivity, Geospatial Mapping

    Beginner · Course · 1 - 3 Months

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

  • Agentic AI Content for Practitioners: Marketing: Coursera
  • Select Topics in Python: Django: Codio
  • GenAI for Lead Scoring and Identification: Coursera
  • CompTIA PenTest+: Total Seminars
  • STAR-CCM+: Fluid Flow & Thermal Simulation: Coursera
  • AI Agents in Typescript/Javascript with Generative AI: Vanderbilt University
  • GenAI for Content Creation: STARWEAVER
  • Menu Design for Dubai Hospitality: Dubai College of Tourism
  • Full-Stack Developer Capstone Project: Microsoft
  • Transformers Unleashed: Master the Architecture of Modern AI: 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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