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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


  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs)

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, Fine-tuning, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Model Optimization, Embeddings, OpenAI, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    4.7 stars, 6 reviews, Intermediate, Specialization, 1 - 4 Weeks

    ★ 4.7 (6) · Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Unit Testing in React.js: Create a Unit Test Suite

    Skills you'll gain: Test Script Development, Unit Testing, Test Case, Development Testing, Test Tools, React.js, API Testing, Software Testing, Web Development Tools, Javascript

    4.3 stars, 7 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (7) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Microsoft Identity & Access Administrator SC-300 Exam Guide

    Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Microsoft 365, Microsoft Azure, Identity and Access Management, Single Sign-On (SSO), User Provisioning, Multi-Tenant Cloud Environments, Active Directory, Multi-Factor Authentication, Cloud Security, Zero Trust Network Access, Risk Management Framework, Enterprise Application Management, Security Information and Event Management (SIEM), Event Monitoring, Security Controls, IT Security Architecture, Authentications, Security Engineering

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • P

    Packt

    Hands-On Projects with HTML, CSS, and JavaScript

    Skills you'll gain: Responsive Web Design, UI Components, HTML and CSS, Front-End Web Development, Web Design, Bootstrap (Front-End Framework), User Interface (UI), Web Design and Development, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface and User Experience (UI/UX) Design, User Interface (UI) Design, Event-Driven Programming, Web Applications, Web Development, Interactive Design, Design, Interaction Design, Javascript, User Experience Design

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Unlocking AI and ML : Your Path to Smart Business Solutions

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Data Preprocessing, AI literacy, Business Intelligence, Data Quality, Analytics, Data Analysis, Business Ethics, Business Analytics, Machine Learning Algorithms, Artificial Neural Networks, Machine Learning, Deep Learning, Data Science, Python Programming, Predictive Modeling, Unsupervised Learning

    4.7 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (6) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Apply Advanced Tableau Analytics to Real-World Data

    Skills you'll gain: Data Storytelling, Dashboard Creation, Tableau Software, Dashboard, Market Data, Data-Driven Decision-Making, Data Presentation, Feature Engineering, Analytical Skills, Data Ethics, Exploratory Data Analysis, Data Visualization Software, Case Studies, Business Intelligence, Business Analytics, Financial Market, Interactive Data Visualization, Data Analysis, Financial Data, Financial Analysis

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Master AI Agents – Build Leads from Scratch

    Skills you'll gain: AI Workflows, Prompt Engineering Tools, Agentic Workflows, Deepseek, Automation, Agentic systems, AI Integrations

    Intermediate · Course · 3 - 6 Months

  • E

    EDUCBA

    Apply Selenium Automation Testing Across Languages

    Skills you'll gain: Selenium (Software), Test Automation, Behavior-Driven Development, Gherkin (Scripting Language), Test Script Development, Unit Testing, Software Testing, Jenkins, CI/CD, Continuous Integration, Test Tools, Apache Maven, Automation, Test Case, Software Configuration Management, DevOps, Java, C# (Programming Language), Java Programming, Python Programming

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Microsoft Fabric: Fundamentals and Power BI Workflow

    Skills you'll gain: Data Analysis Expressions (DAX), Real Time Data, Dataflow, Business Intelligence, Data Access, Capacity Management, Data Management, Query Languages, Data Storage

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Building and Evaluating Data Agents

    Skills you'll gain: AI Workflows, Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Generative AI, Large Language Modeling

    3.5 stars, 8 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 3.5 (8) · Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • B

    Birla Institute of Technology & Science, Pilani

    Software Design Principles

    Skills you'll gain: Object Oriented Design, Software Architecture, Software Design, Software Design Patterns, Object Oriented Programming (OOP), Software Development Life Cycle, Software Development, Software Engineering, Maintainability, Systems Architecture, Program Development, Service Oriented Architecture, Technical Design, Web Services, Model View Controller, Event-Driven Programming, User Interface (UI), Distributed Computing

    Intermediate · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Lean Management: Just-In-Time Training and Certification

    Skills you'll gain: Lean Manufacturing, Waste Minimization, Lean Methodologies, Supplier Management, Quality Control, Quality Management, Quality Improvement, Production Management, Production Process, Quality Assurance and Control, Operational Efficiency, Workflow Management, Production Schedule, Production Line, Supplier Relationship Management, Inventory Control, Process Improvement, Continuous Improvement Process, Facility Management, Facility Repair And Maintenance

    Beginner · Course · 1 - 3 Months

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

  • Quick Start Guide to Large Language Models (LLMs): Pearson
  • Unit Testing in React.js: Create a Unit Test Suite: Coursera
  • Microsoft Identity & Access Administrator SC-300 Exam Guide: Packt
  • Hands-On Projects with HTML, CSS, and JavaScript: Packt
  • Unlocking AI and ML : Your Path to Smart Business Solutions: Fractal Analytics
  • Apply Advanced Tableau Analytics to Real-World Data: EDUCBA
  • Master AI Agents – Build Leads from Scratch: Packt
  • Apply Selenium Automation Testing Across Languages: EDUCBA
  • Microsoft Fabric: Fundamentals and Power BI Workflow: Packt
  • Building and Evaluating Data Agents: DeepLearning.AI

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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