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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


  • C

    Coursera

    Data Preparation & Applied Machine Learning

    Skills you'll gain: Data Preprocessing, Supervised Learning, Model Optimization, Feature Engineering, Pandas (Python Package), Data Wrangling, Exploratory Data Analysis, Data Quality, Model Training, Applied Machine Learning, Data Processing, Data Manipulation, Statistical Machine Learning, Data Transformation, Classification And Regression Tree (CART), Data Cleansing, Data Pipelines, Machine Learning, Data Modeling, Data Architecture

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Digital Marketing with AI

    Skills you'll gain: AI Personalization, Data Ethics, Prompt Engineering Tools, Generative AI, Responsible AI, AI powered creativity, Email Marketing, Google Gemini, Digital Marketing, Digital Marketing Tools, Email Automation, Marketing Automation, Digital Marketing Campaigns, Content Strategy, Content Creation, Personalized Service, ChatGPT, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Microsoft Copilot

    Beginner · Course · 1 - 3 Months

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

    Coursera

    OpenAI API for Beginners: Create AI Assistants with ChatGPT

    Skills you'll gain: OpenAI API, ChatGPT, Prompt Engineering, OpenAI, AI Integrations, LLM Application, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

  • W

    Whizlabs

    Azure ML: Deploying, Managing, and Experimenting with Models

    Skills you'll gain: Model Deployment, Responsible AI, Microsoft Azure, MLOps (Machine Learning Operations), Data Management, Model Optimization, Cloud Management, Model Training, Cloud Deployment, Data Store, Data Strategy, Applied Machine Learning, Model Evaluation, Scalability, Data Preprocessing, Feature Engineering, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Electronic Schematics: From Symbols to Systems

    Skills you'll gain: Electronic Components, Schematic Diagrams, Prototyping, Hardware Design, Electronics, Engineering Design Process, Electronic Hardware, Technical Design, Wiring Diagram, Diagram Design, Drafting and Engineering Design, Electronics Engineering, Electronic Systems, Electrical Wiring, Design Software, Manufacturing Standards, Technical Standard, Workflow Management, Data Visualization, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • W

    Whizlabs

    Azure: Network Security

    Skills you'll gain: Network Security, Virtual Private Networks (VPN), Microsoft Azure, Firewall, Network Engineering, Network Administration, Virtual Networking, Application Security, Remote Access Systems, Cloud Security, Identity and Access Management, Infrastructure Security, Web Applications, Load Balancing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI Deployment & Governance

    Skills you'll gain: MLOps (Machine Learning Operations), Data Governance, Prompt Engineering, Continuous Deployment, Generative AI, System Monitoring, CI/CD, Responsible AI, Automation, DevOps, Compliance Management, Performance Tuning, Data Pipelines, Kubernetes, Docker (Software), Containerization, Data Security, Risk Management, Dashboard, Cloud Platforms

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Mastering GitHub

    Skills you'll gain: GitHub Copilot, Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Model Evaluation, AI Integrations, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, CI/CD, AI Security, Security Controls, Generative AI, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning

    3.5 stars, 6 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.5 (6) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • W

    Whizlabs

    NVIDIA: Large Language Models and Generative AI Deployment

    Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, Model Deployment, Fine-tuning, Model Optimization, Model Training, Natural Language Processing, Prompt Engineering, Deep Learning, Model Evaluation, Data Cleansing, Machine Learning

    4 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (10) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Java for Beginners: Loops & Arrays

    Skills you'll gain: Java, Application Development, Java Programming, Software Engineering, Microsoft Visual Studio, Data Structures, Programming Principles, Algorithms

    4.4 stars, 10 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (10) · Intermediate · Guided Project · Less Than 2 Hours

  • I

    Illinois Tech

    Programming and Application Foundations

    Skills you'll gain: Web Development, Database Design, Relational Databases, Web Applications, Web Development Tools, Databases, Web Design and Development, Full-Stack Web Development, Database Systems, Database Development, Application Deployment, Server Side, HTML and CSS, Cloud Deployment, Back-End Web Development, Scripting Languages, Application Development, Cloud Applications, Javascript, Cloud Computing

    4.5 stars, 52 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (52) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Data Preparation and Evaluation with Copilot

    Skills you'll gain: Data Validation, Anomaly Detection, Data Transformation, Spreadsheet Software, Prompt Engineering, Data Manipulation, Data Wrangling, Analytics, Information Privacy

    4.8 stars, 18 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (18) · Beginner · Course · 1 - 4 Weeks

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

  • Data Preparation & Applied Machine Learning: Coursera
  • Digital Marketing with AI: SkillsBooster Academy
  • OpenAI API for Beginners: Create AI Assistants with ChatGPT: Coursera
  • Azure ML: Deploying, Managing, and Experimenting with Models: Whizlabs
  • Electronic Schematics: From Symbols to Systems: Coursera
  • Azure: Network Security: Whizlabs
  • GenAI Deployment & Governance: Coursera
  • Mastering GitHub: Pragmatic AI Labs
  • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs
  • Java for Beginners: Loops & Arrays: 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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