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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


  • M

    Microsoft

    Coding and Automation for Data Analysis with Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Data Pipelines, Responsible AI, Data Processing, AI Workflows, Data Analysis, AI Integrations, Automation, SQL, Data Cleansing, Debugging

    ★ 4.6 (12) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Enterprise Network Infrastructure

    Skills you'll gain: Routing Protocols, Network Protocols, Open Shortest Path First (OSPF), Virtual Local Area Network (VLAN), Network Infrastructure, TCP/IP, Border Gateway Protocol, Network Architecture, Network Engineering, General Networking, OSI Models, Wireless Networks, Network Routing, Network Troubleshooting, Network Administration, Network Switches, Local Area Networks, System Configuration

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

  • P

    Packt

    Advanced Networking, Security, and IT Operations

    Skills you'll gain: Remote Access Systems, Threat Management, Threat Detection, Information Technology Operations, Wireless Networks, Network Security, Information Systems Security, Mobile Security, Security Controls, Virtual Private Networks (VPN), Telecommunications, Network Troubleshooting, Document Management, Malware Protection, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Change Control, Multi-Factor Authentication, System Configuration, Network Protocols

    ★ 4.7 (16) · Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Databricks Machine Learning Fundamentals

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Model Training, Application Deployment, AI Workflows, Model Evaluation, Real Time Data, Engineering

    Intermediate · Course · 1 - 4 Weeks

  • S

    Scrimba

    Build Websites with Figma, HTML, and CSS

    Skills you'll gain: HTML and CSS, Figma (Design Software), Front-End Web Development, User Interface (UI), Cascading Style Sheets (CSS), Responsive Web Design, Web Design and Development, Mockups, Web Design, User Interface (UI) Design, Web Content Accessibility Guidelines, Hypertext Markup Language (HTML), Prototyping, Javascript, Web Development, Dashboard Creation

    ★ 4.4 (9) · Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    JavaScript RAG Web Apps with LlamaIndex

    Skills you'll gain: Full-Stack Web Development, Retrieval-Augmented Generation, Web Applications, JavaScript Frameworks, React.js, LLM Application, Web Development, Javascript, Tool Calling, Agentic Workflows, Generative AI Agents, Data Persistence

    ★ 4.7 (16) · Beginner · Project · Less Than 2 Hours

  • D

    Duke University

    Databricks to Local LLMs

    Skills you'll gain: Databricks, Model Deployment, Generative AI, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Transformation, LLM Application, Data Pipelines, Hugging Face, Large Language Modeling, Apache Spark, Responsible AI, Analytics, Data Analysis, Data Processing, Data Science, Machine Learning

    ★ 3.9 (12) · Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Applications and Popular Tools

    Skills you'll gain: Google Gemini, Generative AI Agents, OpenAI API, Responsible AI, Content Creation, Large Language Modeling, Hugging Face

    ★ 4.6 (17) · Beginner · Course · 1 - 3 Months

  • S

    Scrimba

    Command Line (CLI) & Terminal Basics

    Skills you'll gain: Command-Line Interface, File Management, Unix Commands, Unix Shell, File Systems, Linux Commands, File I/O

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    JUnit and Mockito Unit Testing for Java Developers

    Skills you'll gain: JUnit, Unit Testing, IntelliJ IDEA, Apache Maven, Software Testing, Test Case, Java Programming, Integrated Development Environments, Java, Business Logic, Data Persistence

    ★ 4.8 (8) · Intermediate · Course · 1 - 3 Months

  • S

    Skillshare

    Understand & Use AI – ChatGPT with Smart Prompting Tips

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, AI powered creativity, Large Language Modeling, AI Personalization, AI literacy, Process Optimization, Business Process Automation, LLM Application, Business Process, Content Creation, Social Media, Artificial Intelligence, Writing

    ★ 4.2 (15) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    5S - Become a Certified 5S Specialist

    Skills you'll gain: Service Management, Lean Manufacturing, Operational Excellence, Performance Measurement, Performance Improvement, Customer experience improvement, Team Leadership, Key Performance Indicators (KPIs), Culture Transformation, Cleanliness, Procedure Development, Overcoming Objections, Auditing

    ★ 4.8 (12) · Intermediate · Course · 1 - 3 Months

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

  • Coding and Automation for Data Analysis with Generative AI: Microsoft
  • Enterprise Network Infrastructure: Packt
  • Advanced Networking, Security, and IT Operations: Packt
  • Databricks Machine Learning Fundamentals: Coursera
  • Build Websites with Figma, HTML, and CSS: Scrimba
  • JavaScript RAG Web Apps with LlamaIndex: DeepLearning.AI
  • Databricks to Local LLMs: Duke University
  • Generative AI Applications and Popular Tools: Edureka
  • Command Line (CLI) & Terminal Basics: Scrimba
  • JUnit and Mockito Unit Testing for Java Developers: Packt

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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