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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


  • G

    Google Cloud

    Architecting with Google Kubernetes Engine en Français

    Skills you'll gain: Kubernetes, Cloud Infrastructure, Google Cloud Platform, Cloud Development, Cloud-Native Computing, Identity and Access Management, Infrastructure As A Service (IaaS), Cloud Applications, CI/CD, Prompt Engineering, Continuous Delivery, Cloud Storage, Cloud Services, Continuous Deployment, Virtual Machines, Generative AI Agents, Scalability, Virtual Networking, Containerization, Application Deployment

    4.6 stars, 93 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (93) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Get Started with Generative AI Studio

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, Generative AI, Prompt Engineering, AI literacy, Google Cloud Platform, Large Language Modeling, Cloud API, Cloud Computing

    4.3 stars, 15 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.3 (15) · Beginner · Project · Less Than 2 Hours

  • L

    LearnKartS

    Workflow Automation with n8n: Logic, Data & Error Handling

    Skills you'll gain: Make.com, Email Automation, Automation, Business Process Automation, No-Code Development, Data Processing, Automation Engineering, JSON, Data Transformation, AI Workflows, Data Import/Export, Robotic Process Automation, Data Integration, AI Integrations, Debugging, Productivity, API Design, Digital Transformation

    4.4 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: New
    New
    Status: Free trial
    Free trial
  • H

    Harvard Business Review

    Lead with Technology and AI

    Skills you'll gain: Generative AI, Prompt Engineering, Responsible AI, Data-Driven Decision-Making, AI literacy, AI Enablement, Data Literacy, Market Opportunities, Digital Transformation, digital literacy, Innovation, Technology Strategies, Culture Transformation, Leadership, Team Motivation, Prioritization

    4.7 stars, 15 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (15) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Agentic AI Foundations: Build RAG & MCP Chatbots

    Skills you'll gain: Agentic systems, Retrieval-Augmented Generation, Google Gemini, Agentic Workflows, Generative AI Agents, Node.JS, OpenAI API, Model Context Protocol, Prompt Engineering, LLM Application, Development Environment, AI Integrations, AI Workflows, Angular, Generative AI, Large Language Modeling, Tool Calling, Server Side, Embeddings, Frontend Integration

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Network Principles in Practice: Cloud Networking

    Skills you'll gain: Cloud Services, Cloud Computing, Cloud Infrastructure, Software-Defined Networking, Virtual Networking, Wide Area Networks, Cloud Engineering, Network Architecture, Cloud Computing Architecture, Cloud Platforms, Virtualization and Virtual Machines, Computer Networking, Virtualization, Load Balancing, Data Centers, Network Infrastructure, Terraform, Virtual Machines, Hybrid Cloud Computing, Google Cloud Platform

    4.8 stars, 27 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (27) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Analyzing Market Attractiveness Using Creately

    Skills you'll gain: Competitive Analysis, Business Strategy, Market Dynamics, Market Analysis, Market Opportunities, Market Intelligence, Strategic Thinking, Entrepreneurship, Market Research, New Business Development, Business Analysis Tools, Innovation

    4.6 stars, 124 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (124) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    Edureka

    Applied Machine Learning Without Coding

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    MIPS Computer Architecture and Performance Optimization

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Systems, Computer Engineering, System Programming, Memory Management, File Systems, Data Access, Cloud Platforms

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Data Analytics

    Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Analytics, Data Analysis, Machine Learning Algorithms, Data Preprocessing, Unsupervised Learning, Data Cleansing, Data Science, NumPy, Data Manipulation, Data Transformation, Data Structures, Pandas (Python Package), Dimensionality Reduction, Classification Algorithms, Python Programming, Regression Analysis, Data Visualization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • P

    Pearson

    AWS Certified AI Practitioner (AIF-C01)

    Skills you'll gain: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Amazon Bedrock, Prompt Engineering, AWS SageMaker, Generative Model Architectures, Artificial Intelligence, Data Ethics, AI Enablement, Prompt Patterns, Application Deployment, AI Integrations, AI literacy, Large Language Modeling, Model Training, Amazon Web Services

    4.6 stars, 21 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (21) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Vertex AI Search for Retail

    Skills you'll gain: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Data Store, Serverless Computing, Data Migration, Model Training, Apache Hadoop, Data Storage Technologies, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, AI Personalization, Advanced Analytics, Applied Machine Learning, AI Integrations, Site Reliability Engineering, Data Processing

    4 stars, 137 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (137) · Beginner · Specialization · 3 - 6 Months

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

  • Architecting with Google Kubernetes Engine en Français: Google Cloud
  • Get Started with Generative AI Studio: Google Cloud
  • Workflow Automation with n8n: Logic, Data & Error Handling: LearnKartS
  • Lead with Technology and AI: Harvard Business Review
  • Agentic AI Foundations: Build RAG & MCP Chatbots: LearnKartS
  • Network Principles in Practice: Cloud Networking: University of Colorado Boulder
  • Analyzing Market Attractiveness Using Creately: Coursera
  • Applied Machine Learning Without Coding: Edureka
  • MIPS Computer Architecture and Performance Optimization: Birla Institute of Technology & Science, Pilani
  • Introduction to Data Analytics: Birla Institute of Technology & Science, Pilani

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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