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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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    Arm

    Optimizing Generative AI on Arm Processors

    Skills you'll gain: Generative AI, Model Deployment, Large Language Modeling, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Cloud Deployment, Performance Tuning, Hardware Architecture, Deep Learning, Embedded Systems, Computer Hardware, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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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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    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

  • Status: Free
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    Coursera

    Synthflow for Beginners: Build a Voice AI Receptionist

    Skills you'll gain: Self Service Technologies, Automation, Setting Appointments, AI Workflows, Calendar Management, Prompt Engineering, Customer Service, Customer Inquiries, Customer Communications Management, Scheduling, Dental Care, Greeting Customers

    Beginner · Guided Project · Less Than 2 Hours

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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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    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

    Python Pyramid - Advanced

    Skills you'll gain: Authentications, Application Frameworks, Web Applications, Web Development, Test Script Development, Maintainability, Network Routing, Test Case, Unit Testing, Authorization (Computing), Identity and Access Management, Functional Testing, Integration Testing, Application Security, Configuration Management

    4.7
    Rating, 4.7 out of 5 stars
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    21 reviews

    Advanced · Course · 1 - 3 Months

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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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    University of Virginia

    디지털 전환

    Skills you'll gain: Digital Transformation, Business Transformation, Technology Strategies, Design Thinking, Product Lifecycle Management, Business Process Reengineering, Business Strategies, Market Dynamics, Competitive Analysis, Business Economics, Emerging Technologies, Innovation, Market Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - Deutsch

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

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Temporal Logic Model Checking

    Skills you'll gain: Computational Logic, Systems Architecture, Verification And Validation, Systems Design, Software Architecture, Systems Analysis, Theoretical Computer Science, Communication Systems, Model Evaluation, Computer Programming Tools, Algorithms

    Beginner · Course · 1 - 4 Weeks

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    University of Leeds

    Working with Integrated Development Environments

    Skills you'll gain: Integrated Development Environments, Debugging, Microsoft Visual Studio, Unit Testing, Software Development Tools, Development Environment, Version Control

    Beginner · Course · 1 - 4 Weeks

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

  • Optimizing Generative AI on Arm Processors: Arm
  • CSS UI Effects: Shadows, Gradients & Animations: Scrimba
  • Logistic Regression with R: Build & Predict: EDUCBA
  • Synthflow for Beginners: Build a Voice AI Receptionist: Coursera
  • Advanced Machine Learning with R: Apply & Predict: EDUCBA
  • Introduction to Large Language Models - בעברית: Google Cloud
  • Python Pyramid - Advanced: EDUCBA
  • JavaScript Career Launch and Capstone: Microsoft
  • 디지털 전환: University of Virginia
  • Introduction to Large Language Models - Deutsch: 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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