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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


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    Packt

    Introduction to Microsoft Teams and Team Management

    Skills you'll gain: Microsoft Teams, Microsoft 365, Team Management, Group Policy, Azure Active Directory, User Accounts, System Configuration, Identity and Access Management, Product Lifecycle Management, Windows PowerShell, Network Planning And Design, Network Performance Management, Security Controls

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Vertex AI Studio - 繁體中文

    Skills you'll gain: Prompt Engineering, Google Gemini, Generative AI, Multimodal Prompts, Application Lifecycle Management, Prototyping, Application Development, Model Deployment, Google Cloud Platform

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Workflows, Business Process Automation, Tool Calling, AI Enablement, Application Programming Interface (API), AI Personalization, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), File I/O

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    AWS Security, Logging & DevOps for Data Engineers

    Skills you'll gain: AWS SageMaker, Amazon CloudWatch, AWS CloudFormation, Infrastructure as Code (IaC), CI/CD, Amazon Web Services, Devops Tools, AWS Identity and Access Management (IAM), Data Security, Cloud Security, Network Security, System Monitoring, Model Deployment, Systems Architecture, Data Pipelines, Multi-Factor Authentication, Key Management

    Intermediate · Course · 1 - 4 Weeks

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    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Data Integration, Risk Management, Python Programming, Event-Driven Programming, Probability & Statistics, Performance Analysis

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Business Strategy: Analyze, Apply & Transform

    Skills you'll gain: Strategic Decision-Making, Corporate Strategy, Business Strategies, Business Strategy, Business Ethics, Strategic Planning, Growth Strategies, Strategic Thinking, Organizational Strategy, Environmental Social And Corporate Governance (ESG), Strategic Prioritization, Business Planning, Operational Efficiency, Business Process Reengineering, Organizational Effectiveness, Operational Analysis, Corporate Sustainability, Competitive Analysis, Market Share, Portfolio Management

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    JavaScript Fundamentals & The DOM

    Skills you'll gain: Javascript, JSON, Event-Driven Programming, Web Development, Programming Principles, Web Applications, Data Structures, Application Deployment, Application Development, Debugging

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Generative AI - Deutsch

    Skills you'll gain: Generative AI, Google Gemini, Prompt Engineering Tools, Artificial Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    AI-Powered Development with Codepal: Write & Test To-Do App

    Skills you'll gain: Unit Testing, Code Review, Software Development Tools, Test Automation, Software Documentation, Maintainability, Web Applications, Application Development, Generative AI, Software Development, Jest (JavaScript Testing Framework), Javascript, ChatGPT, GitHub

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Spring, JPA, Testing, and Legacy Microservices

    Skills you'll gain: JUnit, Spring Framework, Spring Boot, Java, Apache Maven, Hibernate (Java), Unit Testing, Gradle, Microservices, Object-Relational Mapping, Software Testing, Testability, Restful API

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Modern API Development

    Skills you'll gain: API Design, Application Programming Interface (API), Data Validation, Restful API, API Testing, Application Frameworks, Performance Tuning, Web Development, Software Versioning, Django (Web Framework), Software Documentation, Middleware, Node.JS, Scalability, JSON, Spring Boot, Test Automation

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Microsoft Teams and Team Management: Packt
  • Introduction to Vertex AI Studio - 繁體中文: Google Cloud
  • Generative AI for Developers: Unit 3: Pearson
  • AWS Security, Logging & DevOps for Data Engineers: LearnKartS
  • Simulation for Digital Transformation: Dartmouth College
  • Business Strategy: Analyze, Apply & Transform: EDUCBA
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • JavaScript Fundamentals & The DOM: Packt
  • Introduction to Generative AI - Deutsch: Google Cloud
  • AI-Powered Development with Codepal: Write & Test To-Do App: 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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