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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


  • E

    EDUCBA

    Apply Advanced Tableau Analytics to Real-World Data

    Skills you'll gain: Data Storytelling, Dashboard Creation, Tableau Software, Dashboard, Market Data, Data-Driven Decision-Making, Data Presentation, Feature Engineering, Analytical Skills, Data Ethics, Exploratory Data Analysis, Data Visualization Software, Case Studies, Business Intelligence, Business Analytics, Financial Market, Interactive Data Visualization, Data Analysis, Financial Data, Financial Analysis

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Prompt Compression and Query Optimization

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Prompt Engineering, MongoDB, Token Optimization, Operational Databases, Query Languages, Metadata Management, Performance Tuning, Embeddings, Large Language Modeling, Data Pipelines

    Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Python Pyramid - Advanced

    Skills you'll gain: Web Frameworks, Authentications, Application Frameworks, Web Applications, Web Development, Python Programming, Back-End Web Development, Maintainability, Unit Testing, Authorization (Computing), Identity and Access Management, Development Testing, Functional Testing, White-Box Testing, Application Security, Configuration Management, File Management

    4.7 stars, 21 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (21) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Board Infinity

    Crafting User Interface - End to End Web Development

    Skills you'll gain: Responsive Web Design, User Interface (UI) Design, Web Development Tools, User Interface (UI), Web Design and Development, HTML and CSS, User Interface and User Experience (UI/UX) Design, Front-End Web Development, Web Design, Cascading Style Sheets (CSS), JavaScript Frameworks, Javascript, Bootstrap (Front-End Framework), Web Frameworks, React.js, Web Development, Hypertext Markup Language (HTML), Semantic Web

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Build Predictive & Supervised Models

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Model Training, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Machine Learning Algorithms, Regression Analysis, Continuous Monitoring, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fred Hutchinson Cancer Center

    AI for Efficient Programming: Harnessing the Power of LLMs

    Skills you'll gain: Debugging, Responsible AI, Data Ethics, Maintainability, ChatGPT, LLM Application, AI literacy, Computer Programming Tools, Bioinformatics, Artificial Intelligence, Prompt Engineering, Large Language Modeling, Generative AI, Information Privacy, Data Science

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Unit Testing & Test-Driven Development

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, Test Script Development, Behavior-Driven Development, API Testing, Code Coverage, Development Testing, Software Testing, Test Automation, Test Tools, Test Planning, Test Case, Maintainability, Software Quality (SQA/SQC), Software Quality Assurance, API Design, Application Programming Interface (API), Event-Driven Programming, Mockups, Python Programming

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Data Management and Application Features

    Skills you'll gain: ASP.NET, Data Migration, Configuration Management, Data Validation, Database Application, Middleware, Enterprise Application Management, Debugging, Back-End Web Development, Object-Relational Mapping, Database Management, Data Modeling, Restful API, Maintainability, Software Design Patterns, Unit Testing, Authentications

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    AI Technologies in Healthcare

    Skills you'll gain: Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, LLM Application, AI Integrations, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    AI Marketing and Campaign Optimization

    Skills you'll gain: Content Performance Analysis, Marketing Analytics, Data-Driven Marketing, Content Scheduling, Marketing Automation, Performance marketing, Web Analytics, Email Automation, Customer Analysis, Campaign Management, Customer Retention, Content Optimization, Promotions and Campaigns, Revenue Forecasting, Search Engine Optimization, Content Development and Management, Financial Forecasting, Strategic Partnership, Budget Management, Copywriting

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    AWS Cloud Essentials

    Skills you'll gain: Amazon S3, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Amazon Web Services, Identity and Access Management, Cloud Engineering, Cloud Deployment, Cloud Computing, Cloud Solutions, Cloud Computing Architecture, Cloud Infrastructure, Cloud Services, Command-Line Interface, Public Cloud, Cloud Storage, User Provisioning, Data Storage Technologies, Multi-Factor Authentication, Data Storage

    3.7 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.7 (6) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    YouTube Analytics: Optimize Performance

    Skills you'll gain: Benchmarking, Search Engine Optimization, Content Performance Analysis, Marketing Analytics, Content Optimization, Key Performance Indicators (KPIs), Social Media Analytics, Performance Analysis, Web Analytics and SEO, Performance Metric, Performance Measurement, Content Strategy, Performance Improvement, Driving engagement, Customer Retention

    Beginner · Course · 1 - 4 Weeks

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

  • Apply Advanced Tableau Analytics to Real-World Data: EDUCBA
  • Prompt Compression and Query Optimization: DeepLearning.AI
  • Python Pyramid - Advanced: EDUCBA
  • Crafting User Interface - End to End Web Development: Board Infinity
  • Build Predictive & Supervised Models: Coursera
  • AI for Efficient Programming: Harnessing the Power of LLMs: Fred Hutchinson Cancer Center
  • Unit Testing & Test-Driven Development: Edureka
  • Data Management and Application Features: Microsoft
  • AI Technologies in Healthcare: SkillUp
  • AI Marketing and Campaign Optimization: Coursera

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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