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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


  • C

    Coursera

    Build AI Apps Like a Pro: No-Code Tools for Beginners

    Skills you'll gain: AI Integrations, User Story, Prompt Engineering, No-Code Development, User Feedback, Technical Communication, Application Deployment, Performance Tuning, Data Wrangling, Version Control, Business Process Automation, DevSecOps, Site Reliability Engineering, Integration Testing, Application Security, Application Programming Interface (API), Agile Methodology, LLM Application, Data Integration, Scalability

    3.3 stars, 7 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.3 (7) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Organizational Concepts and Language

    Skills you'll gain: Data Presentation, Business Analytics, Data Literacy, Business Analysis, Business Strategy, Accounting, Organizational Effectiveness, Analytical Skills, Organizational Structure, General Accounting, Organizational Strategy, Business Communication, Marketing, Financial Accounting, Strategic Marketing, Strategic Thinking, Innovation, Product Lifecycle Management, Value Propositions

    4.9 stars, 16 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (16) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Robotic Mapping and Trajectory Generation

    Skills you'll gain: Machine Controls, Robotics, Control Systems, Engineering, Scientific, and Technical Instruments, Spatial Data Analysis, Applied Mathematics, Linear Algebra, Python Programming, Algorithms

    4.6 stars, 17 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (17) · Intermediate · Course · 1 - 3 Months

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

    University of Colorado Boulder

    Leading Oneself with Personal Excellence

    Skills you'll gain: Goal Setting, Mental Concentration, Goal-Oriented, Tenacity, Empowerment, Resilience, Personal Development, Action Oriented, Smart Goals, Persistence, Stress Management, Overcoming Obstacles, Self-Discipline, Planning, Self-Awareness, Self-Motivation, Productivity, Growth Mindedness, Accountability, Proactivity

    4.8 stars, 54 reviews, Beginner, Course, 1 - 3 Months

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

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

    Coursera

    Open AI for Beginners: Programmatic Prompting

    Skills you'll gain: OpenAI API, OpenAI, AI Integrations, Prompt Engineering, JSON, Application Programming Interface (API), Web Applications, Generative AI

    4.2 stars, 21 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.2 (21) · Beginner · Guided Project · Less Than 2 Hours

  • S

    SkillUp

    Generative AI: Transform Your Customer Support Career

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Standard Operating Procedure, Generative AI, Customer Support, AI literacy, Product Support, Customer Service, Procedure Development, Customer Analysis, LLM Application, Responsible AI, AI Workflows, AI Integrations, Customer experience improvement, Data Ethics, Customer Insights, Business Process Automation, User Feedback, Automation

    4.8 stars, 54 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (54) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Titanic Survival Prediction Using Machine Learning

    Skills you'll gain: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Model Training, Predictive Modeling, Statistical Machine Learning, Applied Machine Learning, Data Processing, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Machine Learning Methods, Model Evaluation, Classification Algorithms, Data Science, Python Programming

    4.8 stars, 19 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (19) · Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

    Skills you'll gain: Google Cloud Platform, Data Pipelines, Dataflow, Data Lakes, Model Deployment, Apache Kafka, Data Governance, Tensorflow, Data Warehousing, MLOps (Machine Learning Operations), Data Infrastructure, Data Architecture, Extract, Transform, Load, Unstructured Data, Real Time Data, Data Processing, Data Quality, Apache Spark, Data Management, Big Data

    4.4 stars, 90 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.4 (90) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Forages and Pastures

    Skills you'll gain: Food Quality Assurance And Control, Nutritional Assessment, Environmental Science

    Mixed · Course · 1 - 3 Months

    Category: New
    New
  • D

    Duke University

    Operationalizing LLMs on Azure

    Skills you'll gain: Large Language Modeling, LLM Application, Prompt Patterns, Prompt Engineering, Microsoft Azure, OpenAI API, Retrieval-Augmented Generation, OpenAI, Model Deployment, Risk Management Framework, MLOps (Machine Learning Operations), Embeddings, Cloud Deployment, Application Deployment, Python Programming

    4.2 stars, 53 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (53) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Develop and Optimize WordPress Websites

    Skills you'll gain: WordPress, Information Architecture, Order Processing, Cloud Hosting, Frontend Performance, Web Design, Secure Coding, Performance Tuning, Amazon Web Services, Order Management, Data Management, Content Management Systems, Web Design and Development, Usability, Cloud Deployment, Performance Testing, Remote Access Systems, Payment Processing, Web Development, Web Servers

    4.7 stars, 25 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (25) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    AI SEO & GEO: Boost Your Brand's AI Visibility

    Skills you'll gain: Keyword Research, Content Performance Analysis, Search Engine Optimization, Dashboard, AI Personalization, Campaign Planning, Scheduling, Search Engine Marketing, Web Analytics, Project Planning, Generative Engine Optimization (GEO), Email Automation, Customer Analysis, Digital Marketing, Content Strategy, Generative AI Agents, Market Intelligence, Performance Analysis, Marketing Design, Strategic Partnership

    3.7 stars, 7 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 3.7 (7) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular feature engineering courses

  • Build AI Apps Like a Pro: No-Code Tools for Beginners: Coursera
  • Organizational Concepts and Language: University of Illinois Urbana-Champaign
  • Robotic Mapping and Trajectory Generation: University of Colorado Boulder
  • Leading Oneself with Personal Excellence: University of Colorado Boulder
  • Open AI for Beginners: Programmatic Prompting: Coursera
  • Generative AI: Transform Your Customer Support Career: SkillUp
  • Titanic Survival Prediction Using Machine Learning: Coursera
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
  • Forages and Pastures: University of Minnesota
  • Operationalizing LLMs on Azure: Duke University

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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