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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


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    Google Cloud

    Introduction to Image Generation - 简体中文

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Image Analysis, Prompt Engineering

    Beginner · Course · 1 - 4 Weeks

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    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, People Analytics, Job Analysis, Business Analysis, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Logistic Regression with R: Build & Predict

    Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - בעברית

    Skills you'll gain: Large Language Modeling, LLM Application, Google Gemini, Natural Language Processing, Prompt Engineering, Generative AI

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Advanced Machine Learning with R: Apply & Predict

    Skills you'll gain: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis

    Mixed · Course · 1 - 4 Weeks

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    Microsoft

    JavaScript Career Launch and Capstone

    Skills you'll gain: Full-Stack Web Development, Application Design, Webpack, React.js, Web Applications, Package and Software Management, Web Development, Version Control, Software Documentation, Web Development Tools, JavaScript Frameworks, Web Content Accessibility Guidelines, Application Deployment, Frontend Performance, Software Architecture, Cloud Deployment, Software Testing, Javascript, UI Components, Interactive Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Color Grading: Creating a Cinematic Look

    Skills you'll gain: Cinematography, Photography, Video Editing, Videography, Post-Production, Color Theory, Image Quality

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Data Warehousing Essentials for Analytics and AI Support

    Skills you'll gain: Data Warehousing, Data Modeling, Database Design, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data Transformation

    Mixed · Course · 1 - 4 Weeks

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    Scrimba

    CSS UI Effects: Shadows, Gradients & Animations

    Skills you'll gain: Cascading Style Sheets (CSS), User Interface (UI) Design, Browser Compatibility, HTML and CSS, Web Design, Responsive Web Design, Usability, Color Theory, Animations, Web Development

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Deploy a Hugo Website with Cloud Build and Firebase Pipeline

    Skills you'll gain: CI/CD, Cloud Deployment, Cloud Hosting, Cloud Storage, Cloud Services, Application Deployment, Web Development, Web Design and Development, Web Development Tools, Web Applications

    Beginner · Project · Less Than 2 Hours

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    Starweaver

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, CrewAI, AI Orchestration, Generative AI, Agentic systems, Prompt Patterns, Tool Calling, LLM Application, Model Deployment, Responsible AI, Scalability, Application Deployment, Collaboration, Data Integration, Job Evaluation, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Foundations of Agent-Based AI Systems

    Skills you'll gain: AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, System Design and Implementation, Unified Modeling Language, Performance Metric, Performance Measurement, Requirements Analysis, Performance Analysis, Model Evaluation, Prototyping, Stakeholder Communications, Simulation and Simulation Software, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Image Generation - 简体中文: Google Cloud
  • DeepSeek R1 AI: 25 Real World Projects in AI for Beginners: Packt
  • Logistic Regression with R: Build & Predict: EDUCBA
  • Introduction to Large Language Models - בעברית: Google Cloud
  • Advanced Machine Learning with R: Apply & Predict: EDUCBA
  • JavaScript Career Launch and Capstone: Microsoft
  • Color Grading: Creating a Cinematic Look: Skillshare
  • Data Warehousing Essentials for Analytics and AI Support: Northeastern University
  • CSS UI Effects: Shadows, Gradients & Animations: Scrimba
  • Deploy a Hugo Website with Cloud Build and Firebase Pipeline: Google Cloud

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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