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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


  • Status: Preview
    Preview
    U

    University of Toronto

    Learn to Program: Crafting Quality Code

    Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Unit Testing, Python Programming, Program Development, Algorithms, Test Case, Software Engineering, Software Testing, Debugging, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    729 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Finance for Technical Managers

    Skills you'll gain: Sustainability Reporting, Financial Analysis, Financial Statement Analysis, Cost Estimation, Environmental Social And Corporate Governance (ESG), Capital Budgeting, Budgeting, Cost Benefit Analysis, Project Risk Management, Risk Analysis, Risk Mitigation, Income Statement, Financial Modeling, Investment Management, Balance Sheet, Risk Management, Financial Reporting, Financial Forecasting, Accounting, Spreadsheet Software

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    347 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    SAP

    Foundations of Business Analysis

    Skills you'll gain: Stakeholder Management, Business Analysis, SAP Signavio, Business Systems Analysis, SAP Analytics Cloud, SAP Applications, Systems Analysis, Stakeholder Analysis, Business Process Modeling, Business Analytics, Business Requirements, ChatGPT, Requirements Analysis, Strategic Thinking, Organizational Strategy, Agile Methodology, Waterfall Methodology, Communication, Critical Thinking

    4.4
    Rating, 4.4 out of 5 stars
    ·
    99 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Developing Back-End Apps with Node.js and Express

    Skills you'll gain: Node.JS, Server Side, Full-Stack Web Development, Back-End Web Development, Cloud Applications, Web Development, Restful API, Web Applications, Web Servers, Authentications, Javascript, Application Programming Interface (API), Computer Science, JSON, Middleware

    4.5
    Rating, 4.5 out of 5 stars
    ·
    586 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Decentralized Finance (DeFi) Deep Dive

    Skills you'll gain: Lending and Underwriting, Blockchain, Commercial Lending, Derivatives, FinTech, Market Liquidity, Financial Trading, Securities (Finance), Digital Assets, Market Data, Transaction Processing, Asset Management, Portfolio Management, Risk Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    301 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for Executives and Business Leaders

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Risk Mitigation, Risk Analysis, Feasibility Studies, Data Ethics, Brainstorming, AI Product Strategy, Generative AI Agents, Business Priorities, Artificial Intelligence, Hybrid Cloud Computing, Business Leadership, Goal Setting, Business Solutions, Cloud Computing Architecture, Strategic Leadership, Compliance Management, Governance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    614 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Self Awareness and the Effective Leader

    Skills you'll gain: Creative Problem-Solving, Prioritization, Stress Management, Time Management, Self-Awareness, Leadership Development, Leadership, Personal Development, Goal Setting, Relationship Building, Emotional Intelligence, Resilience, Communication, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    683 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    National Taiwan University

    Operations Research (3): Theory

    Skills you'll gain: Operations Research, Network Model, Case Studies, Applied Mathematics, Mathematical Modeling, Machine Learning, Transportation Operations, Operations, Operational Analysis, Operations Management, Business Analytics, Process Optimization, Advanced Mathematics, Linear Algebra, Machine Learning Algorithms, Resource Allocation, Engineering Analysis, Calculus, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    95 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Introduction to Business

    Skills you'll gain: Search Engine Marketing, Business Strategy, Keyword Research, Digital Marketing, Organizational Leadership, Online Advertising, Search Engine Optimization, Business Planning, Content Marketing, Accountability, Cash Flow Forecasting, Business Management, Leadership and Management, Management Training And Development, Social Media Strategy, Social Media, Team Leadership, Strategic Planning, Banking, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    743 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Interactivity with JavaScript

    Skills you'll gain: Javascript, Interactive Design, HTML and CSS, Web Design and Development, Web Content Accessibility Guidelines, Event-Driven Programming, Web Applications, User Interface (UI), Web Development, Data Structures, Programming Principles, Debugging, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Product Management Essentials

    Skills you'll gain: Stakeholder Management, Product Management, Team Leadership, Product Development, Commercialization, Product Lifecycle Management, Team Management, Product Strategy, Marketing, Market Opportunities, Requirements Management, Innovation, Leadership, Agile Methodology, User Experience, Customer Insights

    4.6
    Rating, 4.6 out of 5 stars
    ·
    332 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Deep Learning for Real Estate Price Prediction

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Tensorflow, Machine Learning Methods, Applied Machine Learning, Data Processing, Feature Engineering, Property and Real Estate, Predictive Modeling, Data Cleansing, Performance Analysis, Machine Learning, Real Estate, Regression Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Learn to Program: Crafting Quality Code: University of Toronto
  • Finance for Technical Managers: University of Colorado Boulder
  • Foundations of Business Analysis: SAP
  • Developing Back-End Apps with Node.js and Express: IBM
  • Decentralized Finance (DeFi) Deep Dive: Duke University
  • Generative AI for Executives and Business Leaders: IBM
  • Self Awareness and the Effective Leader: Rice University
  • Operations Research (3): Theory: National Taiwan University
  • Introduction to Business: University of California, Irvine
  • Interactivity with JavaScript: University of Michigan

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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