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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


  • U

    University of Glasgow

    Advanced Intelligent Optimization and its Applications

    Skills you'll gain: LLM Application, Model Optimization, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Operations Research, Combinatorics, Mathematical Modeling, System Configuration, Algorithms, Performance Tuning, Performance Analysis, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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

    Chegg Skills

    Applied AI in Cybersecurity

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, AI Security, AI literacy, Multimodal Prompts, Data Ethics, Cyber Threat Intelligence, Cybersecurity, ChatGPT, AI Workflows, Productivity, Generative AI, Information Systems Security, Threat Detection, Artificial Intelligence, Security Awareness, Critical Thinking, Problem Solving, Risk Management

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Resilience & Leadership: Tools, Methods, & Applications

    Skills you'll gain: Crisis Management, Systems Thinking, Stakeholder Communications, Leadership, Strategic Communication, Leadership Development, Contingency Planning, Leadership and Management, Business Continuity Planning, Resilience, Communication Strategies, Communication, Risk Analysis, Systems Engineering, Decision Making, Organizational Strategy, Corporate Strategy

    Intermediate · Course · 1 - 3 Months

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

    Whizlabs

    Microsoft Azure Cloud for Beginners: Skills & Infrastructure

    Skills you'll gain: Microsoft Azure, Azure DevOps, Cloud Management, Infrastructure As A Service (IaaS), Cloud Infrastructure, Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Hosting, Cloud Computing Architecture, Cloud Engineering, Application Deployment, Load Balancing, Cloud Storage, Microsoft Servers, Virtual Machines, Cloud Deployment, Virtual Networking, Microsoft SQL Servers, Scalability, Databases

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • Y

    Yonsei University

    Disaster Risk Management and Korean Policies

    Skills you'll gain: Disaster Recovery, Mitigation, Public Safety and National Security, Risk Management Framework, Emergency Response, Geospatial Information and Technology, Policy Analysis, Research, and Development, Policy Development, Public Policies, Spatial Data Analysis, Social Studies, Systems Thinking, Governance, Case Studies

    4.7 stars, 91 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • N

    Nanyang Technological University, Singapore

    Beauty, Form & Function: An Exploration of Symmetry

    Skills you'll gain: Materials science, Design, Mathematics and Mathematical Modeling, Architectural Drawing, Creative Design

    3.7 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.7 (7) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • R

    Rice University

    Introduction to Data Analysis Using Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Graphing, Spreadsheet Software, Excel Formulas, Data Analysis, Histogram, Scatter Plots, Data Visualization Software, Data Presentation, Data Manipulation, Data Import/Export

    4.7 stars, 11K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (11K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    AI CERTs

    Microsoft 365 Copilot for Marketing and Campaign Automation

    Skills you'll gain: Prompt Engineering, Marketing Automation, Personalized Campaigns, Microsoft Copilot, Prompt Engineering Tools, Marketing Operations, Marketing, Campaign Planning, Data-Driven Marketing, Campaign Management, AI Enablement, Market Intelligence, Marketing Analytics, Email Marketing, AI Personalization, Predictive Analytics, Data-Driven Decision-Making, Power BI, Business, Leadership Development

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • É

    École Polytechnique Fédérale de Lausanne

    Systèmes d’Information Géographique - Partie 2

    Skills you'll gain: GIS Software, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Spatial Data Analysis, Geospatial Mapping, Augmented Reality, Data Visualization Software, Data Mapping, Graphic and Visual Design, Color Theory, Database Management

    4.3 stars, 43 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (43) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    John Wiley & Sons

    Chemical Bonding and Molecular Structure

    Skills you'll gain: Chemistry, Chemical Engineering, Systems Of Measurement, Molecular Biology, Physical Science, Quantitative Research, Applied Mathematics, Problem Solving

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Agentic AI Foundations: Architectures & Adaptation Strategy

    Skills you'll gain: Generative AI Agents, Agentic systems, LLM Application, Agentic Workflows, Generative Model Architectures, Large Language Modeling, Generative AI, LangChain, AI Orchestration, Retrieval-Augmented Generation, Tool Calling, Process Design, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Context Engineering, Data Architecture, AI Security, Fine-tuning, Data Science

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Wetland Science & Management: Fundamentals to Conservation

    Skills you'll gain: Environmental Monitoring, Hydrology, Environmental Engineering and Restoration, Water Resource Management, Land Management, Natural Resource Management, Water Resources, Environmental Resource Management, Environment and Resource Management, Water Quality, Climate Change Adaptation, Stormwater Management, Environmental Science, Adaptability, Biology, Research Reports, Environment, Geospatial Information and Technology, Technical Documentation, Environmental Regulations

    4.8 stars, 20 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (20) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1…135136137…531

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

  • Advanced Intelligent Optimization and its Applications: University of Glasgow
  • Applied AI in Cybersecurity: Chegg Skills
  • Resilience & Leadership: Tools, Methods, & Applications: University of Colorado Boulder
  • Microsoft Azure Cloud for Beginners: Skills & Infrastructure: Whizlabs
  • Disaster Risk Management and Korean Policies: Yonsei University
  • Beauty, Form & Function: An Exploration of Symmetry: Nanyang Technological University, Singapore
  • Introduction to Data Analysis Using Excel: Rice University
  • Microsoft 365 Copilot for Marketing and Campaign Automation: AI CERTs
  • Systèmes d’Information Géographique - Partie 2: École Polytechnique Fédérale de Lausanne
  • Chemical Bonding and Molecular Structure: John Wiley & Sons

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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