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  • Feature Engineering

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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    Google Cloud

    Modernizing Data Lakes & Data Warehouses with GC - Italiano

    Skills you'll gain: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Engineering, Cloud Storage, Google Cloud Platform, Data Storage, Big Data, Data Storage Technologies, Data Processing, Database Design, SQL

    Intermediate · Course · 1 - 3 Months

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    Packt

    Docker and Kubernetes for ASP.NET Development

    Skills you'll gain: Cloud-Native Computing, Docker (Software), .NET Framework, ASP.NET, Application Deployment, Development Environment, Nginx, YAML, Proxy Servers, Web Servers, Scalability, Microsoft SQL Servers

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Grounding Gemini Models in Vertex AI

    Skills you'll gain: Gemini, Google Gemini, Prompt Engineering, Google Cloud Platform, Generative AI, Large Language Modeling

    Beginner · Project · Less Than 2 Hours

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    Google Cloud

    Introduction to Image Generation - Deutsch

    Skills you'll gain: Generative AI, Generative Model Architectures, Google Cloud Platform, Image Analysis, Model Deployment, Prompt Engineering

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Django with MySQL: Build & Deploy Web Apps

    Skills you'll gain: Django (Web Framework), Full-Stack Web Development, Authentications, Software Testing, Debugging, Object-Relational Mapping, Authorization (Computing), MySQL, Test Case, Web Development, Back-End Web Development, Web Applications, Software Documentation, File Management, Model View Controller, Virtual Environment

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    生成式 AI:不只是聊天机器人

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, AI Product Strategy, AI Enablement, Google Cloud Platform, Google Workspace

    Beginner · Course · 1 - 3 Months

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    Packt

    Hands-on Linux - Self-Hosted WordPress for Linux Beginners

    Skills you'll gain: Ansible, Ubuntu, Linux Servers, WordPress, Linux Administration, Remote Access Systems, Linux, Linux Commands, Nginx, Servers, Web Servers, Software Installation, Systems Administration, Virtual Machines, Web Development, MySQL, PHP (Scripting Language)

    Beginner · Course · 1 - 3 Months

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    Pearson

    AWS Developer: Unit 4

    Skills you'll gain: Cloud Deployment, Application Deployment, Containerization, CI/CD, Development Environment, API Testing, Development Testing, Amazon Web Services, AWS CloudFormation, Unit Testing, Docker (Software), Kubernetes, API Gateway, Infrastructure as Code (IaC), Software Development, Configuration Management, Software Versioning

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    CompTIA Cloud CV0-003: Unit 2

    Skills you'll gain: Cloud Computing Architecture, Cloud Deployment, Cloud Computing, Scalability, Cloud Infrastructure, Solution Design, Cloud Platforms, Cloud Services, Solution Architecture, Systems Architecture, Infrastructure As A Service (IaaS), Public Cloud, Software Architecture, Enterprise Architecture, Platform As A Service (PaaS), Disaster Recovery, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Django

    Skills you'll gain: Django (Web Framework), Development Environment, Authentications, Model View Controller, Web Development, Software Installation, Application Frameworks, Integrated Development Environments, Security Controls, Virtual Environment, System Configuration, Application Development, Application Deployment, API Design, Relational Databases

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Putting SQL to Work: The TechMart Challenge

    Skills you'll gain: SQL, Business Reporting, Report Writing, Performance Reporting, Data Cleansing, Data Analysis, Query Languages, Database Development, Data Manipulation, Analytical Skills, Prompt Engineering Tools, Data Transformation, Business Analysis, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Performance Tuning, Databases, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation

    Mixed · Course · 1 - 3 Months

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

  • Modernizing Data Lakes & Data Warehouses with GC - Italiano: Google Cloud
  • Docker and Kubernetes for ASP.NET Development: Packt
  • Grounding Gemini Models in Vertex AI: Google Cloud
  • Introduction to Image Generation - Deutsch: Google Cloud
  • Django with MySQL: Build & Deploy Web Apps: EDUCBA
  • 生成式 AI:不只是聊天机器人: Google Cloud
  • Hands-on Linux - Self-Hosted WordPress for Linux Beginners: Packt
  • AWS Developer: Unit 4: Pearson
  • CompTIA Cloud CV0-003: Unit 2: Pearson
  • Introduction to Django: Pearson

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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