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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


  • S

    Stanford Online

    Introduction to Clinical Data

    Skills you'll gain: Feature Engineering, Data Ethics, Healthcare Ethics, Clinical Research, Clinical Data Management, Health Informatics, Clinical Research Ethics, Unstructured Data, Data Mining, Health Information Management, Electronic Medical Record, Data Transformation, Data Wrangling, Data Collection, Data Preprocessing, Health Disparities, Text Mining, Responsible AI, Medical Imaging

    4.6 stars, 516 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • D

    Duke University

    Java Programming: Arrays, Lists, and Structured Data

    Skills you'll gain: File I/O, Object Oriented Design, Java Programming, Object Oriented Programming (OOP), Data Structures, Java, Cryptography, Software Engineering, Computer Programming, Algorithms, Encryption, Programming Principles, Data Store, Program Development, Web Analytics and SEO, Data Import/Export, Web Servers

    4.6 stars, 3.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (3.2K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Concepts of Heavy Lifting

    Skills you'll gain: Mechanics, Hydraulics, Construction, Structural Engineering, Structural Analysis, Mechanical Engineering, Construction Engineering, Engineering Practices, Engineering, Engineering Analysis, Safety Standards, Engineering Calculations

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Geneva

    Water Cooperation and Diplomacy

    Skills you'll gain: Water Resources, Diplomacy, Water Sustainability, Water Resource Management, Hydrology, International Relations, Mediation, Arbitration, Conflict Management, Sustainable Development, Discussion Facilitation, Negotiation, Adjudication, Political Sciences, Governance, Environmental Laws, Data Collection

    4.9 stars, 48 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (48) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    American Museum of Natural History

    The Science of Stem Cells

    Skills you'll gain: Medical Science and Research, Healthcare Ethics, Biomedical Technology, Clinical Research, Clinical Research Ethics, Biotechnology, Cell Biology, Life Sciences, Biology, Biological Engineering, Molecular, Cellular, and Microbiology, Precision Medicine, Molecular Biology, Laboratory Research

    4.7 stars, 3.2K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (3.2K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Banco Interamericano de Desarrollo

    Decision Making and Governance of Natural Disaster Risk

    Skills you'll gain: Feasibility Studies, Risk Management, Project Risk Management, Risk Analysis, Governance Risk Management and Compliance, Risk Mitigation, Governance, Disaster Recovery, Key Performance Indicators (KPIs), Financial Analysis, Cost Benefit Analysis, Investment Management, Prioritization, Climate Change Adaptation, Quantitative Research, Decision Making, Public Works, Public Policies

    4.7 stars, 107 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.7 (107) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to HTML, CSS, & JavaScript

    Skills you'll gain: Javascript, Responsive Web Design, Web Development Tools, Web Development, Cascading Style Sheets (CSS), Bootstrap (Front-End Framework), Scripting, Semantic Web, Debugging, Software Development Tools, Development Environment, Event-Driven Programming, Browser Compatibility

    4.4 stars, 893 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (893) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Microcontrollers: Basic Architecture and Design

    Skills you'll gain: Microarchitecture, Hardware Design, Electronic Hardware, Electrical and Computer Engineering, Computer Architecture, Embedded Systems, Hardware Architecture, Electronic Systems, Electronics, Performance Tuning, Peripheral Devices, Memory Management, System Configuration, Value Engineering, Digital Design

    Intermediate · Course · 1 - 3 Months

  • U

    Universiteit Leiden

    The Great Sustainability Transition: Global challenges, Local actions

    Skills you'll gain: Environmental Issue, Sustainable Development, Sustainable Systems, Pollution Prevention, Environment and Resource Management, Climate Change Mitigation, Environmental Policy, Environmental Science, Systems Thinking, Climate Change Adaptation, Natural Resource Management, Community Development, Biology, Energy and Utilities, Economics, Policy, and Social Studies, Discussion Facilitation

    4.9 stars, 53 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (53) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    GitHub Copilot for Developers - Zero to Agentic Coding

    Skills you'll gain: GitHub Copilot, AI Security, Prompt Engineering, Model Context Protocol, Agentic Workflows, Prompt Patterns, AI Orchestration, AI Integrations, AI Workflows, Generative AI Agents, GitHub, Secure Coding, Prompt Engineering Tools, Agentic systems, Context Engineering, Git (Version Control System), Context Management, Artificial Intelligence, Automation, Computer Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    Universitat de Barcelona

    Estrategias para ganar. Meteorología en la vuelta al mundo

    Skills you'll gain: Telecommunications, Time Series Analysis and Forecasting, Safety Assurance, Predictive Modeling, Communication Systems, Mathematical Modeling, Safety Standards

    4.7 stars, 180 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (180) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Agentic AI Architectures with Patterns, Frameworks and MCP

    Skills you'll gain: Agentic Workflows, AI Orchestration, Model Context Protocol, Generative AI Agents, Agentic systems, Context Engineering, Prompt Engineering, LLM Application, LangChain, ChatGPT, Tool Calling, AI Integrations, Retrieval-Augmented Generation, Context Management, Software Architecture, Deep Learning, Interoperability, Software Design Patterns

    Intermediate · Course · 3 - 6 Months

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

  • Introduction to Clinical Data: Stanford Online
  • Java Programming: Arrays, Lists, and Structured Data: Duke University
  • Concepts of Heavy Lifting: L&T EduTech
  • Water Cooperation and Diplomacy: University of Geneva
  • The Science of Stem Cells: American Museum of Natural History
  • Decision Making and Governance of Natural Disaster Risk: Banco Interamericano de Desarrollo
  • Introduction to HTML, CSS, & JavaScript: IBM
  • Microcontrollers: Basic Architecture and Design: University of Colorado Boulder
  • The Great Sustainability Transition: Global challenges, Local actions: Universiteit Leiden
  • GitHub Copilot for Developers - Zero to Agentic Coding: 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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