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    • Feature Engineering

    Feature Engineering Courses Online

    Explore feature engineering for improving machine learning models. Learn to create, select, and transform features for model accuracy.

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    Explore the Feature Engineering Course Catalog

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Data Storage and Queries

      Skills you'll gain: Data Storage, Data Storage Technologies, Query Languages, Data Lakes, Database Systems, SQL, Databases, Data Architecture, Cloud Storage, Data Warehousing, Amazon Web Services, Amazon S3, Performance Tuning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      70 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Leading Oneself with Self-Knowledge

      Skills you'll gain: Self-Awareness, Personal Development, Emotional Intelligence, Time Management, Decision Making, Cognitive flexibility, Productivity, Leadership, Critical Thinking, Psychology, Adaptability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      64 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI Language Modeling with Transformers

      Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Natural Language Processing, Artificial Neural Networks, Text Mining, Deep Learning, Applied Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      103 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      Scrimba

      Learn React

      Skills you'll gain: React.js, Front-End Web Development, Web Development Tools, JavaScript Frameworks, User Interface (UI), UI Components, Web Content Accessibility Guidelines, User Interface and User Experience (UI/UX) Design, Web Frameworks, Cascading Style Sheets (CSS), Application Programming Interface (API)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      211 reviews

      Intermediate · Course · 3 - 6 Months

    • C

      Coursera Project Network

      Employee Attrition Prediction Using Machine Learning

      Skills you'll gain: Data Visualization, Feature Engineering, Data Cleansing, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Supervised Learning, Predictive Analytics, Machine Learning, Human Resources, Decision Tree Learning, Employee Retention

      4.4
      Rating, 4.4 out of 5 stars
      ·
      14 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Product Cost and Investment Cash Flow Analysis

      Skills you'll gain: Cost Estimation, Cost Management, Financial Modeling, Investment Management, Risk Management, Finance, Spreadsheet Software, Financial Planning, Financial Analysis, Cost Accounting, Business Mathematics, Return On Investment, Cash Flows, Product Management

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      85 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      GenAI for Execs & Business Leaders: Formulate Your Use Case

      Skills you'll gain: Prompt Engineering, Risk Mitigation, Risk Analysis, Feasibility Studies, Brainstorming, Generative AI Agents, Business Priorities, Generative AI, Goal Setting, Business Solutions, Ideation, Innovation, Strategic Decision-Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      77 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Statistical Learning

      Skills you'll gain: Statistical Analysis, Data Analysis, Data Science, Statistical Programming, Statistical Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning Algorithms, Applied Machine Learning, Regression Analysis, Probability & Statistics, Advanced Analytics, Machine Learning, Bayesian Statistics, Statistical Inference, Supervised Learning, Predictive Modeling, Classification And Regression Tree (CART), Unsupervised Learning, Feature Engineering

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Introduction to GitHub Copilot

      Skills you'll gain: Prompt Engineering, Microsoft Copilot, Generative AI, Computer Programming, Application Development, Development Environment, Microsoft Visual Studio, Computer Programming Tools, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      194 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      O

      Olay

      Cosmetic Product Development

      Skills you'll gain: Product Development, Packaging and Labeling, Prototyping, New Product Development, Product Design, Feasibility Studies, Product Lifecycle Management, Customer Analysis, Production Process, Commercialization, Product Testing, Manufacturing Processes, Consumer Behaviour, Market Research, Innovation, Quality Control, Regulatory Compliance, Market Trend

      4.7
      Rating, 4.7 out of 5 stars
      ·
      65 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Unilever

      Unilever Digital Marketing Analyst

      Skills you'll gain: Data Storytelling, Marketing Automation, Web Analytics, Marketing Effectiveness, Marketing Analytics, Customer Insights, Digital Marketing, Social Media Campaigns, Market Analysis, Google Analytics, Social Media Marketing, Customer Analysis, Search Engine Marketing, Marketing Strategies, Social Media Strategy, Customer experience strategy (CX), Performance Reporting, Search Engine Optimization, Keyword Research, MarTech

      4.7
      Rating, 4.7 out of 5 stars
      ·
      285 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Principles of Leadership: Leading Technical Organizations

      Skills you'll gain: Accountability, Executive Presence, Decision Making, Conflict Management, Business Ethics, Succession Planning, Technical Management, Risk Management, Organizational Structure, Stakeholder Management, Delegation Skills, Professional Networking, Diversity Equity and Inclusion Initiatives, Strategic Leadership, Business Relationship Management, Stakeholder Engagement, Relationship Building, Culture Transformation, Business Strategy, Leadership

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      29 reviews

      Beginner · Specialization · 3 - 6 Months

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

    • Data Storage and Queries: DeepLearning.AI
    • Leading Oneself with Self-Knowledge: University of Colorado Boulder
    • Generative AI Language Modeling with Transformers: IBM
    • Learn React: Scrimba
    • Employee Attrition Prediction Using Machine Learning: Coursera Project Network
    • Product Cost and Investment Cash Flow Analysis : University of Colorado Boulder
    • GenAI for Execs & Business Leaders: Formulate Your Use Case: IBM
    • Statistical Learning: Illinois Tech
    • Introduction to GitHub Copilot: Microsoft
    • Cosmetic Product Development: Olay

    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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