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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


  • N

    Northeastern University

    Business Process Engineering Part 1

    Skills you'll gain: Process Mapping, Stakeholder Engagement, Business Process, Stakeholder Management, Process Analysis, Business Process Improvement, Business Process Modeling, Process Management, Design Thinking, Business Workflow Analysis, Business Process Management, Business Systems Analysis, Stakeholder Analysis, Process Optimization, Business Transformation, Stakeholder Communications, Business Analysis, Business Requirements, Requirements Elicitation, Requirements Analysis

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Production-Ready Multimodal ML Engineering

    Skills you'll gain: MLOps (Machine Learning Operations), Data Validation, Model Deployment, Test Driven Development (TDD), Apache Airflow, Data Pipelines, Containerization, Extract, Transform, Load, Kubernetes, Data Infrastructure, Model Training, Data Collection, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Artificial Intelligence, Artificial Neural Networks, Machine Learning Algorithms, Natural Language Processing, Algorithms

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Georgia Institute of Technology

    Introduction to Electronics

    Skills you'll gain: Electronic Components, Semiconductors, Electronics, Electrical Engineering, Basic Electrical Systems, Electronics Engineering, Engineering Analysis, Mathematical Modeling

    4.7 stars, 2.6K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (2.6K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    The Hong Kong University of Science and Technology

    Software Engineering: Modeling Software Systems using UML

    Skills you'll gain: Requirements Analysis, Unified Modeling Language, Object Oriented Design, Functional Requirement, Data Modeling, Object Oriented Programming (OOP), Systems Development Life Cycle, System Requirements, Functional Specification, Diagram Design, Software Development, Software Engineering, Software Systems, Verification And Validation, Software Documentation, Model Evaluation, Project Planning, Project Management

    4.6 stars, 392 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to Data Engineering on AWS

    Skills you'll gain: Cloud Engineering, Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Prompt Engineering for AI Image Generation

    Skills you'll gain: Prompt Engineering, AI powered creativity, Responsible AI, Generative AI, AI literacy, Data Ethics, Presentations, Artificial Intelligence, Photo Editing, Graphic and Visual Design, Visual Design, Business Ethics, Legal Risk, Photo/Video Production and Technology, Intellectual Property, Law, Regulation, and Compliance, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • N

    New York University

    Engineering Health: Introduction to Yoga and Physiology

    Skills you'll gain: Mindfulness, Respiration, Physiology, Human Musculoskeletal System, Stress Management, Pulmonology, Research, Science and Research, Cardiology, General Science and Research, Immunology, Biology, Meditation & Breathwork, Cell Biology, Nephrology, Anatomy, Chronic Diseases, Neurology, Endocrinology, Molecular, Cellular, and Microbiology

    4.8 stars, 540 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.8 (540) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
  • E

    Edureka

    Data Engineering Workflow Orchestration with Airflow

    Skills you'll gain: Apache Airflow, CI/CD, Data Pipelines, Continuous Deployment, Workflow Management, Site Reliability Engineering, Data Engineering, Model Deployment, Data Quality, Version Control, PostgreSQL, Git (Version Control System), Python Programming, Debugging, SQL, Production Management, Scheduling, Unit Testing, Linux Commands, Web Servers

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • E

    Edureka

    Observability Engineering: Metrics, Logs, and Traces

    Skills you'll gain: Grafana, Prometheus (Software), Site Reliability Engineering, System Monitoring, Event Monitoring, Devops Tools, Reliability, Kubernetes, Continuous Monitoring, Distributed Computing, Dashboard Creation, Anomaly Detection, Performance Metric, Service Level, Microservices, Systems Analysis, Performance Analysis, Issue Tracking, Incident Response, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Prompt Engineering Generative AI for Marketing & Advertising

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Marketing Design, Generative AI, A/B Testing, Marketing Materials, Copywriting, Advertising, Marketing, Advertising Campaigns, ChatGPT, Content Creation, Marketing Effectiveness, Customer Insights

    4.5 stars, 108 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (108) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Python Project: Software Engineering and Image Manipulation

    Skills you'll gain: Unified Modeling Language, Software Design, Object Oriented Design, Image Analysis, Python Programming, Software Documentation, Jupyter, Software Engineering, Application Programming Interface (API)

    4.2 stars, 1.5K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (1.5K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Scrum Alliance

    Get Started with AI Prompt Engineering

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, AI Workflows, AI Enablement, AI Product Strategy, Artificial Intelligence, Agile Methodology, Generative AI, Kanban Principles

    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

  • Business Process Engineering Part 1: Northeastern University
  • Production-Ready Multimodal ML Engineering: Coursera
  • Introduction to Electronics: Georgia Institute of Technology
  • Software Engineering: Modeling Software Systems using UML: The Hong Kong University of Science and Technology
  • Introduction to Data Engineering on AWS: Packt
  • Prompt Engineering for AI Image Generation: Logical Operations
  • Engineering Health: Introduction to Yoga and Physiology: New York University
  • Data Engineering Workflow Orchestration with Airflow: Edureka
  • Observability Engineering: Metrics, Logs, and Traces: Edureka
  • Prompt Engineering Generative AI for Marketing & Advertising: 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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