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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


  • C

    Coursera

    Build Your Portfolio Website with Angular JS

    Skills you'll gain: Angular, JavaScript Frameworks, Model View Controller, Javascript, Web Development, Software Development

    ★ 4.5 (11) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Mastering Angular Development

    Skills you'll gain: Angular, Application Deployment, JavaScript Frameworks, Software Testing, Test Tools, Web Development Tools, Unit Testing, Application Performance Management, CI/CD, Continuous Integration, Web Applications, TypeScript, Ajax, Application Lifecycle Management, Secure Coding, Web Development, Code Coverage, Software Architecture, Command-Line Interface, Version Control

    ★ 4.2 (17) · Intermediate · Specialization · 1 - 3 Months

  • B

    Board Infinity

    Mastering Test Management and Tools

    Skills you'll gain: Test Planning, Test Tools, Configuration Management, Software Configuration Management, Software Testing, Test Automation, Software Quality Assurance, Test Engineering, Risk Management, Risk Management Framework, Issue Tracking

    ★ 4.8 (28) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Applied NLP and Generative AI

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Model Optimization, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Product Strategy: Lifecycle, Data Insights, Collaboration

    Skills you'll gain: Product Lifecycle Management, Product Strategy, Product Management, Product Marketing, New Product Development, Case Studies, Team Oriented, Market Data, Initiative and Leadership, Data-Driven Decision-Making, Cross-Functional Collaboration, Digital Media Strategy, Strategic Decision-Making, Communication, Strategic Thinking, Innovation, Market Analysis, Data Analysis

    ★ 3.9 (10) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Mastering Recommendation Systems with Python

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Training, Feature Engineering, AI Personalization, Data Processing, Machine Learning Methods, Applied Machine Learning, Data Science, Machine Learning, Scalability, Machine Learning Software, Python Programming, Data Transformation, Pandas (Python Package), Predictive Analytics, Text Mining, Predictive Modeling, Taxonomy, Development Environment

    ★ 4.7 (71) · Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Design & Draft Architectural Plans Using AutoCAD

    Skills you'll gain: Architectural Drawing, AutoCAD, Architectural Design, Building Design, Architecture and Construction, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Engineering Plans And Specifications, Sustainable Architecture, Architectural Engineering, Conceptual Design, Engineering Documentation, Construction Estimating, Diagram Design, Functional Design, Spatial Analysis, Cost Estimation

    ★ 4.4 (15) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Generative AI for Penetration Testing: Red Team

    Skills you'll gain: Penetration Testing, Metasploit, Vulnerability Scanning, Exploitation techniques, Vulnerability Assessments, Cyber Threat Intelligence, Generative AI, Security Testing, Responsible AI, AI Integrations

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Promptly for Beginners: Build a Generative AI App

    Skills you'll gain: Generative AI, No-Code Development, Prompt Engineering Tools, AI literacy, LLM Application, Personalized Campaigns, Prompt Engineering, Application Development, Social Media Campaigns, Marketing Automation, ChatGPT, Social Media Content, Content Development and Management, Automation

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

  • J

    Johns Hopkins University

    Digitizing Population Health in Low-Resource Settings

    Skills you'll gain: Health Informatics, Digital Transformation, Health Technology, Public Health, Health Disparities, Medical Privacy, Public Health and Disease Prevention, Health Systems, Health Care, Digital Analysis, Data Governance, Interoperability, Information Technology, Artificial Intelligence, Responsible AI

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    NodeJS Unleashed: Mastering Backend Development

    Skills you'll gain: Node.JS, Scalability, Authentications, JSON, Authorization (Computing), Web Development Tools, Web Applications, Web Development, Server Side, Secure Coding, JavaScript Frameworks, Back-End Web Development, Application Frameworks, Javascript, Restful API, Development Environment, Event-Driven Programming, Operating Systems, Email Automation, Integrated Development Environments

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

  • B

    Board Infinity

    Fundamentals of Cloud FinOps

    Skills you'll gain: Cloud Management, Cloud Computing, Cloud Services, Cloud Technologies, Cloud Platforms, Cost Management, Cloud Engineering, Cloud Deployment, Cost Control, Cross-Functional Collaboration, Expense Management, Billing Systems, Fiscal Management, Billing, Accountability, Account Management

    ★ 3.3 (18) · Intermediate · Course · 1 - 4 Weeks

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

  • Build Your Portfolio Website with Angular JS: Coursera
  • Mastering Angular Development: Edureka
  • Mastering Test Management and Tools: Board Infinity
  • Applied NLP and Generative AI: Packt
  • Product Strategy: Lifecycle, Data Insights, Collaboration: Coursera
  • Mastering Recommendation Systems with Python: EDUCBA
  • Design & Draft Architectural Plans Using AutoCAD: EDUCBA
  • Generative AI for Penetration Testing: Red Team: LearnQuest
  • Promptly for Beginners: Build a Generative AI App: Coursera
  • Digitizing Population Health in Low-Resource Settings: Johns Hopkins 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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