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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


  • C

    Coursera

    Gen AI for Software Development: Code Generation for Python

    Skills you'll gain: Prompt Engineering, Vibe coding, Generative AI, Google Gemini, Development Environment, Computational Thinking, Program Development, Software Development, Python Programming

    4.1 stars, 11 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.1 (11) · Beginner · Guided Project · Less Than 2 Hours

  • V

    Vanderbilt University

    From Data to Decisions: Getting Started with AI

    Skills you'll gain: Generative AI, Descriptive Analytics, Data Literacy, Data-Driven Decision-Making, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, Predictive Analytics, Prompt Engineering, Analytical Skills, Statistical Analysis, Decision Making

    4.5 stars, 21 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (21) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Transformers Unleashed: Master the Architecture of Modern AI

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    James Spurin

    Dive Into Kubernetes - Containers, Docker & Kubernetes

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, Cloud-Native Computing, YAML, Devops Tools, Development Environment, Application Deployment, Software Installation, Infrastructure Architecture, General Networking, Network Infrastructure, Linux, Command-Line Interface

    4.9 stars, 17 reviews, Beginner, Course, 3 - 6 Months

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

    Category: Preview
    Preview
  • S

    SkillsBooster Academy

    Perplexity AI: A Comprehensive Guide to Generative AI

    Skills you'll gain: Prompt Engineering, AI Personalization, Content Creation, Campaign Management, Keyword Research, Marketing, Generative AI Agents, Email Marketing, Digital Marketing, Search Engine Optimization, Artificial Intelligence and Machine Learning (AI/ML), Business Marketing, Content Marketing, ChatGPT, Social Media Marketing, Business Process Automation, Automation, Market Trend, Business, Business Management

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Code and framework based agent development

    Skills you'll gain: AI Orchestration, Prompt Patterns, AI Workflows, Agentic Workflows, AI Integrations, OpenAI API, Token Optimization, Test Script Development, Context Management, Code Reusability, Secure Coding, Authentications, Memory Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Microsoft 365 Foundations: Copilot Chat & Prompting

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Microsoft Copilot, Microsoft 365, Microsoft Office, AI Workflows, Generative AI, Content Development and Management, Productivity Software, Workflow Management, AI Integrations, Document Management, Business

    Beginner · Course · Less Than 2 Hours

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Madecraft

    Digital Marketing Essentials

    Skills you'll gain: Google Analytics, Lead Generation, Digital Marketing, Value Propositions, Digital Brand Strategy, Marketing Strategies, Target Audience, Digital Marketing Campaigns, Marketing Automation, Marketing Strategy and Techniques, Marketing Effectiveness, Strategic Marketing, Marketing Planning, Marketing Analytics, Web Analytics, Data-Driven Marketing, Search Engine Optimization, Analytics, Search Engine Marketing, Customer Retention

    Beginner · Specialization · 3 - 6 Months

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

    Packt

    Solidity Mastery: Foundations to Advanced Smart Contracts

    Skills you'll gain: Data Mapping, Memory Management, Exploit development, Web Applications, Computational Logic, Code Reusability, Authorization (Computing), Software Development Tools, Security Controls, Other Programming Languages, Program Development, Data Storage

    4.8 stars, 12 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (12) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    DataOps: Automation & Reliability

    Skills you'll gain: Apache Airflow, Docker (Software), Git (Version Control System), SQL, Data Pipelines, Containerization, CI/CD, Debugging, Ansible, Database Management, Continuous Deployment, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, Automation, Configuration Management, Root Cause Analysis, Python Programming

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Parameterized and Dynamic Testing in JUnit

    Skills you'll gain: JUnit, Unit Testing, Test Case, Test Data, Test Script Development, Test Automation, Software Testing

    4.4 stars, 17 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (17) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    ESSEC Business School

    Deploying the circular economy within organisations

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Sustainable Systems, Business Transformation, Organizational Change, Waste Minimization, Systems Thinking, Pollution Prevention, Environmental Issue, Business Modeling, Environment and Resource Management, Innovation, Natural Resource Management, Product Lifecycle Management, Stakeholder Engagement, Case Studies

    4.5 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (14) · Beginner · Course · 1 - 4 Weeks

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

  • Gen AI for Software Development: Code Generation for Python: Coursera
  • From Data to Decisions: Getting Started with AI: Vanderbilt University
  • Transformers Unleashed: Master the Architecture of Modern AI: Coursera
  • Dive Into Kubernetes - Containers, Docker & Kubernetes: James Spurin
  • Perplexity AI: A Comprehensive Guide to Generative AI: SkillsBooster Academy
  • Code and framework based agent development: Microsoft
  • Microsoft 365 Foundations: Copilot Chat & Prompting: Knowledge Accelerators
  • Digital Marketing Essentials: Madecraft
  • Solidity Mastery: Foundations to Advanced Smart Contracts: Packt
  • DataOps: Automation & Reliability: 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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