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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


  • E

    Edureka

    Explainable AI for Everyone

    Skills you'll gain: Responsible AI, Technical Communication, Data Ethics, Model Evaluation, Interactive Data Visualization, Data Storytelling, Machine Learning, Data Visualization, Feature Engineering, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Methods, Regression Analysis, Decision Tree Learning, Trustworthiness, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Statistical Methods, Stakeholder Analysis, Debugging

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    SkillUp

    AI Technologies in Healthcare

    Skills you'll gain: Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, LLM Application, AI Integrations, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Six Sigma Black Belt: Analyze, Improve & Control

    Skills you'll gain: Lean Six Sigma, Sample Size Determination, Six Sigma Methodology, Process Improvement, Quality Improvement, Data-Driven Decision-Making, Lean Methodologies, Statistical Process Controls, Process Improvement and Optimization, Process Analysis, Lean Manufacturing, Continuous Improvement Process, Predictive Modeling, Statistical Methods, Process Capability, Quality Management, Statistical Analysis, Quality Monitoring, Quality Assessment, Statistical Modeling

    5 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (13) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Advanced Machine Learning Techniques

    Skills you'll gain: Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Model Training, Data Preprocessing, Data Processing, Hugging Face, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Vibe Coding with Lovable: From Idea to App

    Skills you'll gain: Prompt Engineering, Vibe coding, Application Development, Application Design, No-Code Development, Data Ethics, Artificial Intelligence, Product Development, Design and Product, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Ethical Standards And Conduct, Personal Development, Marketing Design, Product Marketing, Marketing Automation, Marketing, Business Marketing, Digital Marketing

    4.4 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (17) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Google Cloud Compute and Scalability for AWS Professionals

    Skills you'll gain: Load Balancing, Google Cloud Platform, Virtual Machines, Cloud Engineering, Amazon Elastic Compute Cloud, Amazon Web Services, Public Cloud, Cloud Infrastructure, Cloud Platforms, Virtual Networking, Cloud Deployment, Network Routing, Firewall

    4.6 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Private Equity Basics: Analyze, Structure & Apply

    Skills you'll gain: Private Equity, Negotiation, Contract Negotiation, Business Valuation, Investment Management, Financial Management, Equities, Due Diligence, Performance Measurement, Portfolio Management, Performance Analysis, Operational Performance Management, Financial Analysis, Organizational Structure, Fund Accounting, Asset Management, Continuous Monitoring, Liquidation

    4.8 stars, 18 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (18) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    PySpark in Action: Hands-On Data Processing

    Skills you'll gain: PySpark, Apache Spark, Apache Hadoop, Data Pipelines, Big Data, Data Storage Technologies, Data Processing, Distributed Computing, Data Architecture, Data Storage, Data Wrangling, Data Integration, Data Transformation, SQL, Data Manipulation, Performance Tuning

    2.8 stars, 8 reviews, Intermediate, Course, 1 - 3 Months

    ★ 2.8 (8) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Java Testing: An Introduction to TDD

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, Development Testing, Software Testing, Java, Test Case, Maintainability, Software Design

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

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

    Status: Free trial
    Free trial
  • D

    Duke University

    برمجة Java: المصفوفات، والقوائم، والبيانات المصنفة

    Skills you'll gain: Object Oriented Programming (OOP), Java, File I/O, Algorithms, Java Programming, Object Oriented Design, Data Structures, Encryption, Computer Programming, Software Engineering, Cryptography, Data Store, File Management, Data Import/Export, Web Applications

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Amazon Web Services

    AWS Generative AI Essentials

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, Prompt Patterns, Model Context Protocol, AI Security, AI Workflows, AI Orchestration, AI Integrations, Generative AI Agents, Generative AI, Vibe coding, Secure Coding, LLM Application, Agentic systems, Amazon Web Services

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Delivering Value and Managing Stakeholders in Agile

    Skills you'll gain: Agile Project Management, Leadership Studies, Project Risk Management, Agile Methodology, Risk Management, Stakeholder Management, Team Leadership, User Story, Leadership and Management, Agile Product Development, Stakeholder Engagement, Leadership, Risk Analysis, Stakeholder Communications, Conflict Management, Earned Value Management, Stakeholder Analysis, Communication, Interpersonal Communications, Value Engineering

    4.3 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (7) · Intermediate · 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

  • Explainable AI for Everyone: Edureka
  • AI Technologies in Healthcare: SkillUp
  • Six Sigma Black Belt: Analyze, Improve & Control: EDUCBA
  • Advanced Machine Learning Techniques: Coursera
  • Vibe Coding with Lovable: From Idea to App: SkillsBooster Academy
  • Google Cloud Compute and Scalability for AWS Professionals: Google Cloud
  • Master Private Equity Basics: Analyze, Structure & Apply: EDUCBA
  • PySpark in Action: Hands-On Data Processing: Edureka
  • Java Testing: An Introduction to TDD: LearnQuest
  • برمجة Java: المصفوفات، والقوائم، والبيانات المصنفة: Duke University

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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