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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

    Enterprise Security and Access Management in Kubernetes

    Skills you'll gain: Kubernetes, Authentications, Role-Based Access Control (RBAC), Enterprise Security, Multi-Tenant Cloud Environments, Key Management, Security Controls, OAuth, Identity and Access Management, Authorization (Computing), Data Security, Encryption, User Accounts, YAML, Proxy Servers

    Advanced · Course · 1 - 3 Months

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    Coursera

    Run Campaign Cycles

    Skills you'll gain: Campaign Management, Campaign Planning, Data-Driven Marketing, Advertising Campaigns, Data Storytelling, Key Performance Indicators (KPIs), Promotions and Campaigns, Marketing Strategies, Project Management Life Cycle, Performance Metric, Storytelling, Data-Driven Decision-Making, Project Closure, Plan Execution, Continuous Monitoring, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Verify Jira History: Confirm Accuracy Fast

    Skills you'll gain: Jira (Software), Issue Tracking, Investigation, Data Quality, Data Validation, Data Integrity, Reconciliation, Timelines, Anomaly Detection, Dependency Analysis, User Story, Verification And Validation, Trend Analysis, Analysis, Project Documentation, Auditing, Workflow Management, Project Management, Leadership and Management

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Customer Engagement and Collaboration

    Skills you'll gain: Stakeholder Communications, Customer Relationship Management (CRM) Software, Customer Analysis, Brand Awareness, HubSpot CRM, User Feedback, Customer Retention, Customer Engagement, Customer Service, Content Marketing, Marketing Analytics, Brand Marketing, Email Marketing, Social Media Marketing, Google Analytics, Digital Marketing, Performance Measurement, Search Engine Optimization, AI Enablement, Generative AI

    Intermediate · Course · 1 - 3 Months

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    Pragmatic AI Labs

    GitHub: Evaluating and Integrating AI Models

    Skills you'll gain: Responsible AI, Model Evaluation, AI Integrations, GitHub, Application Programming Interface (API), AI Enablement, Generative AI, Development Environment, API Design, LLM Application, Cloud Development, Microsoft Azure, Cloud Deployment, Prompt Engineering, Scalability, Authentications, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Test-Driven Development for JavaScript: Unit 2

    Skills you'll gain: Jest (JavaScript Testing Framework), Test Driven Development (TDD), Test Script Development, Test Case, Web Development Tools, Development Testing, Unit Testing, Software Testing, Browser Compatibility, Testability, Test Tools, JavaScript Frameworks, Javascript, Mockups, Object Oriented Programming (OOP)

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Build a Certification Study Guide: PCDBE Exam Prep

    Skills you'll gain: Data Migration, Google Cloud Platform, Database Design, Cloud Engineering, Database Management, Cloud Deployment, Database Architecture and Administration, Databases, Database Management Systems, NoSQL, Scalability, Disaster Recovery, Automation

    Advanced · Course · 1 - 3 Months

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    Packt

    HTML5 - Minutes to Mastery

    Skills you'll gain: Hypertext Markup Language (HTML), Web Development

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Transform Data: SQL Window Functions

    Skills you'll gain: Azure Synapse Analytics, Data Transformation, Microsoft SQL Servers, Data Pipelines, SQL, Data Manipulation, Time Series Analysis and Forecasting, Advanced Analytics, Data Wrangling, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    Whizlabs

    AWS Core Services (Compute, Storage & Networking)

    Skills you'll gain: Amazon S3, Amazon Web Services, Serverless Computing, Cloud Infrastructure, Application Deployment, Cloud Engineering, Amazon Elastic Compute Cloud, Kubernetes, Cloud-Native Computing, Cloud Deployment, Cloud Storage, Infrastructure As A Service (IaaS), Containerization, Cloud Services, Data Storage, Data Storage Technologies, Scalability, Load Balancing, Capacity Management, Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Provision Secure Cloud Data Infrastructure

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Cloud Security, Data Integrity, Data Infrastructure, Cloud Infrastructure, Data Security, Infrastructure Security, Encryption, Private Cloud, Security Controls, Network Security, Cloud Storage, Identity and Access Management

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Grounding Gemini Models in Vertex AI

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

    Beginner · Project · Less Than 2 Hours

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

  • Enterprise Security and Access Management in Kubernetes: Packt
  • Run Campaign Cycles: Coursera
  • Verify Jira History: Confirm Accuracy Fast: Coursera
  • Customer Engagement and Collaboration: Coursera
  • GitHub: Evaluating and Integrating AI Models: Pragmatic AI Labs
  • Test-Driven Development for JavaScript: Unit 2: Pearson
  • Build a Certification Study Guide: PCDBE Exam Prep: Google Cloud
  • HTML5 - Minutes to Mastery: Packt
  • Transform Data: SQL Window Functions: Coursera
  • AWS Core Services (Compute, Storage & Networking): Whizlabs

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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