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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: Free Trial
    Free Trial
    U

    University of Michigan

    Generative AI as a Learning Design Partner

    Skills you'll gain: Generative AI, Responsible AI, Prompt Engineering, Education Software and Technology, ChatGPT, Instructional Design, LLM Application, Artificial Intelligence, Brainstorming, Needs Assessment, Data Ethics, Design Strategies, Content Creation, Creative Design, Emerging Technologies, Persona Development, Professional Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Chat with Your Data: Generative AI-Powered SQL Data Analysis

    Skills you'll gain: SQL, Generative AI, Data Visualization, Interactive Data Visualization, Database Management, Data Capture, Data Analysis, Debugging, Exploratory Data Analysis, ChatGPT, Prompt Engineering, Databases, Data Quality

    4.7
    Rating, 4.7 out of 5 stars
    ·
    68 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    U

    University of Cambridge

    Ethical AI: AI essentials for everyone

    4.8
    Rating, 4.8 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Building Your Own Database Agent

    Skills you'll gain: LangChain, SQL, LLM Application, Database Systems, Query Languages, Generative AI Agents, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing, Prompt Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    46 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Learn JavaScript

    Skills you'll gain: JSON, Event-Driven Programming, Javascript, Mobile Development, Data Structures, Object Oriented Programming (OOP), Web Applications, Programming Principles, Data Storage Technologies, Computer Programming, Data Storage, Front-End Web Development, User Interface (UI), Web Development, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    147 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI-assisted MATLAB Programming with ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Matlab, AI Personalization, Debugging, LLM Application, Code Review, Integrated Development Environments

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Machine Learning: Random Forest with Python from Scratch©

    Skills you'll gain: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Data Visualization, Machine Learning, Programming Principles, Data Manipulation, Feature Engineering, Data Cleansing, Supervised Learning, Python Programming, Data Science, Data Processing, NumPy, Pandas (Python Package)

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    SkillsBooster Academy

    Perplexity AI: A Comprehensive Guide to Generative AI

    Skills you'll gain: Prompt Engineering, AI Personalization, Content Creation, Campaign Management, Keyword Research, Marketing, Generative AI Agents, Email Marketing, Digital Marketing, Search Engine Optimization, Artificial Intelligence and Machine Learning (AI/ML), Business Marketing, Content Marketing, ChatGPT, Social Media Marketing, Business Process Automation, Automation, Market Trend, Business, Business Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Intro to Predictive Analytics Using Python

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Random Forest Algorithm, Scikit Learn (Machine Learning Library), Data Analysis, Regression Analysis, Machine Learning, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Peking University

    软件工程

    Skills you'll gain: Software Testing, Software Engineering, Object Oriented Design, Unified Modeling Language, Software Development Tools, System Requirements, Requirements Analysis, Agile Methodology, Software Development Methodologies, Software Development Life Cycle, Functional Requirement, Software Quality Assurance, Software Development, Systems Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Architecting with Google Compute Engine en Français

    Skills you'll gain: Identity and Access Management, Kubernetes, Cloud Infrastructure, Google Cloud Platform, Prompt Engineering, Google App Engine, Cloud Computing Architecture, Load Balancing, Cloud Applications, Cloud Computing, Containerization, Microservices, Application Deployment, Cloud Platforms, Terraform, Docker (Software), Network Architecture, Virtual Machines, Cloud Security, Cloud Storage

    4.6
    Rating, 4.6 out of 5 stars
    ·
    96 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Applied NLP and Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Dimensionality Reduction, Natural Language Processing, Large Language Modeling, OpenAI, Text Mining, Applied Machine Learning, LLM Application, Statistical Machine Learning, Data Processing, Databases, Feature Engineering, Python Programming, Supervised Learning, Artificial Intelligence, Unsupervised Learning, Pandas (Python Package), Data Transformation, NumPy

    Intermediate · Specialization · 3 - 6 Months

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

  • Generative AI as a Learning Design Partner: University of Michigan
  • Chat with Your Data: Generative AI-Powered SQL Data Analysis: Vanderbilt University
  • Ethical AI: AI essentials for everyone: University of Cambridge
  • Building Your Own Database Agent: DeepLearning.AI
  • Learn JavaScript: Scrimba
  • AI-assisted MATLAB Programming with ChatGPT : Vanderbilt University
  • Machine Learning: Random Forest with Python from Scratch©: Packt
  • Perplexity AI: A Comprehensive Guide to Generative AI: SkillsBooster Academy
  • Intro to Predictive Analytics Using Python: University of Pennsylvania
  • 软件工程: Peking 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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