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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 Washington

    Guided Website Development Project

    Skills you'll gain: Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, Browser Compatibility, User Story, GitHub Copilot, HTML and CSS, GitHub, Microsoft Copilot, Web Development, Web Design and Development, Web Design, Hypertext Markup Language (HTML), Web Development Tools, Application Deployment, Responsive Web Design, Git (Version Control System), AI powered creativity, Development Testing, Debugging, Program Development

    4.8 stars, 17 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • 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
  • S

    SkillsBooster Academy

    Microsoft Copilot for Excel

    Skills you'll gain: Prompt Engineering, Data Storytelling, Prompt Patterns, AI Orchestration, Data Presentation, Microsoft Excel, Predictive Analytics, Data-Driven Decision-Making, Financial Forecasting, AI Workflows, Microsoft Copilot, Artificial Intelligence, Excel Formulas, Workflow Management, Data Manipulation, Business, Generative AI, Microsoft 365, Data Management, Interactive Learning

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    American Museum of Natural History

    Climate and Climate Change in New Jersey

    Skills you'll gain: Environmental Monitoring, Climate Change Adaptation, Systems Thinking, Climate Change Mitigation, Environment, Environmental Science, Hydrology, Environmental Issue, Stormwater Management, Physical Science, Data Collection, Mitigation, Mathematical Modeling

    4.6 stars, 16 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (16) · Intermediate · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Minnesota

    Market Analysis

    Skills you'll gain: Customer Acquisition Management, Target Market, Market Opportunities, Competitive Analysis, Go To Market Strategy, Persona Development, Value Propositions, Strategic Partnership, Target Audience, Product Planning, Product Management, Business Strategy, Business Modeling, Product Knowledge, Product Lifecycle Management, Product Requirements

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Project Management Core Concepts

    Skills you'll gain: Scope Management, Requirements Analysis, Project Scoping, Project Closure, Team Performance Management, Stakeholder Engagement, Work Breakdown Structure, Project Risk Management, Change Control, Procurement, Team Leadership, Project Management Software, Risk Analysis, Contract Management, Leadership, Planning, Quality Control, Operations Management, Communication Strategies, Business

    Beginner · Specialization · 3 - 6 Months

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

    University of Maryland, College Park

    Innovation in Government: Navigating the Age of AI

    Skills you'll gain: Innovation, AI Enablement, AI Product Strategy, Artificial Intelligence, Initiative and Leadership, AI literacy, Digital Transformation, Governance, Technology Strategies, Market Opportunities, Product Lifecycle Management, Product Management, Stakeholder Engagement, Product Roadmaps, Public Policies, Automation, Policy Analysis, Market Analysis, Persona (User Experience), Market Research

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

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Advanced SQL for Data Pipeline Optimization

    Skills you'll gain: Data Pipelines, Data Validation, SQL, Extract, Transform, Load, Data Transformation, JSON, Data Processing, Data Warehousing, Data Integration, Performance Testing, Performance Tuning, Data Quality, Verification And Validation, Dashboard, Scripting, Systems Integration, Dimensionality Reduction

    Advanced · Course · 3 - 6 Months

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

    Coursera

    Generative AI Content and Prompt Optimization

    Skills you'll gain: Personalized Campaigns, Prompt Engineering, AI Personalization, Content Optimization, A/B Testing, Generative AI, Content Strategy, Digital Content

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Codio

    SQL for Security Specialist

    Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Disaster Recovery, Secure Coding, Database Management, Relational Databases, Database Management Systems, Query Languages, Security Controls, Data Access, Data Security, Role-Based Access Control (RBAC), Threat Management, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

    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
  • G

    Google Cloud

    Agentic Strategy: Discover, Design, and Prototype

    Skills you'll gain: Agentic Workflows, Journey Mapping, Google Gemini, AI Product Strategy, AI Workflows, Generative AI Agents, Agentic systems, Gemini, User Flows, Value Engineering, No-Code Development, Prioritization, Strategic Prioritization, Business Priorities, Prototyping, Retail Sales, Retail Store Operations

    Beginner · Course · 1 - 4 Weeks

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

  • Guided Website Development Project: University of Washington
  • Microsoft Identity & Access Administrator SC-300 Exam Guide: Packt
  • Microsoft Copilot for Excel: SkillsBooster Academy
  • Climate and Climate Change in New Jersey: American Museum of Natural History
  • Market Analysis: University of Minnesota
  • Project Management Core Concepts: EDUCBA
  • Innovation in Government: Navigating the Age of AI: University of Maryland, College Park
  • Advanced SQL for Data Pipeline Optimization: Coursera
  • Generative AI Content and Prompt Optimization: Coursera
  • SQL for Security Specialist: Codio

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)

Other topics to explore

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Professional Certificates

  • Google AI Certificate
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