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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


  • L

    L&T EduTech

    Hazardous Waste Management

    Skills you'll gain: Hazardous Waste Operations And Emergency Response Standard (HAZWOPER), Environmental Engineering, Waste Minimization, Environment Health And Safety, Hazard Analysis, Environmental Regulations, Environmental Laws, Sustainable Engineering, Environmental Engineering and Restoration, Construction, Radiation Protection, Construction Management, Chemical Engineering, Pollution Prevention, Sustainable Design, Sustainable Technologies, Environmental Science, Regulatory Compliance, Environment and Resource Management

    4.6 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI Image Generation in Python: Stable Diffusion & LoRA

    Skills you'll gain: Generative AI, Prompt Engineering, Generative Model Architectures, Multimodal Prompts, Model Deployment, AI Workflows, PyTorch (Machine Learning Library), Image Quality, Model Optimization, Model Training, Context Management, Web Applications, Performance Tuning, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    Develop Generative AI Applications: Get Started

    Skills you'll gain: Prompt Engineering, LangChain, Prompt Patterns, Prompt Engineering Tools, LLM Application, Generative AI, Tool Calling, Generative AI Agents, Large Language Modeling, AI Workflows, JSON, AI Orchestration, Model Evaluation, Flask (Web Framework), Software Development

    4.6 stars, 601 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (601) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The University of Edinburgh

    Climate Solutions

    Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Climate Change Adaptation, Environmental Issue, Social Impact, Sustainable Development, Mitigation, Environmental Policy, Sustainable Systems, Environment, Social Justice, Sustainable Business, Environmental Science, Community Outreach, Advocacy

    4.7 stars, 30 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (30) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    American Museum of Natural History

    Dinosaurs: Evolution, Extinction, and Paleobiology

    Skills you'll gain: Life Sciences, Biology, Environment, Taxonomy, Laboratory Research, Science and Research, Scientific Methods, Timelines, Research, Laboratory Experience

    4.8 stars, 70 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (70) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • Y

    Yale University

    Roman Architecture

    Skills you'll gain: Ancient History, Art History, Architectural Design, Architecture and Construction, Architectural Engineering, Building Design, Civil Engineering, European History, World History, Aesthetics, Case Studies, Design Elements And Principles

    4.9 stars, 721 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.9 (721) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Reliable Google Cloud Infrastructure: Design and Process

    Skills you'll gain: Application Deployment, Cloud Infrastructure, Cloud Deployment, CI/CD, Cloud Security, Microservices, Service Level, Google Cloud Platform, Cloud Management, Network Architecture, API Design, Site Reliability Engineering, Cloud Computing Architecture, Kubernetes, Restful API, Infrastructure Architecture, Cloud Storage, Service Management, Cloud Computing, Disaster Recovery

    4.7 stars, 7.2K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (7.2K) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI App Development: Streamlit, OpenAI API & RAG Projects

    Skills you'll gain: Tool Calling, OpenAI, AI Workflows, LLM Application, AI Integrations, Agentic Workflows, Retrieval-Augmented Generation, AI Orchestration, Generative AI Agents, Multimodal Prompts, Interactive Data Visualization, Prompt Engineering, Application Deployment, Cloud Deployment, Large Language Modeling, Image Analysis, Embeddings, Python Programming, JSON

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • L

    L&T EduTech

    Design Basics of Steel Buildings

    Skills you'll gain: Structural Analysis, Structural Engineering, Building Design, Building Codes, Building Services Engineering, Construction, Architectural Engineering, Engineering Calculations, Coordination, Vibrations

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

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

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Air Conditioning Equipment Selection, Design and Sizing

    Skills you'll gain: HVAC, Building Services Engineering, Pump Stations, Equipment Design, Thermal Management, Mechanical Engineering, Hydraulics, Facility Repair And Maintenance, Mechanical Design, Control Systems, Energy and Utilities, System Configuration, Engineering Calculations, Materials science

    4.5 stars, 14 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (14) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Capstone: Build and Operate an AI-Native Data Platform

    Skills you'll gain: Responsible AI, Data Pipelines, Data Governance, Extract, Transform, Load, AI Security, AI Workflows, AI Enablement, Data Architecture, Data Lakes, AI Integrations, Data Processing, Site Reliability Engineering, Metadata Management, MLOps (Machine Learning Operations), Model Evaluation, Data Quality, Data Transformation, Technical Communication, Retrieval-Augmented Generation, Model Training

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Debugging Machine Learning Models with Python

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, PyTorch (Machine Learning Library), Responsible AI, Debugging, Model Deployment, Model Training, Model Optimization, Deep Learning, Test Tools, Testability, Machine Learning, Data Preprocessing, Verification And Validation, Feature Engineering, Python Programming, AI Security, Test Driven Development (TDD), AI Enablement

    Intermediate · Course · 3 - 6 Months

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

  • Hazardous Waste Management: L&T EduTech
  • AI Image Generation in Python: Stable Diffusion & LoRA: Board Infinity
  • Develop Generative AI Applications: Get Started: IBM
  • Climate Solutions: The University of Edinburgh
  • Dinosaurs: Evolution, Extinction, and Paleobiology: American Museum of Natural History
  • Roman Architecture: Yale University
  • Reliable Google Cloud Infrastructure: Design and Process: Google Cloud
  • AI App Development: Streamlit, OpenAI API & RAG Projects: Board Infinity
  • Design Basics of Steel Buildings: L&T EduTech
  • Air Conditioning Equipment Selection, Design and Sizing: L&T EduTech

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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