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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


  • C

    Coursera

    AI Agent Development Fundamentals

    Skills you'll gain: Generative AI Agents, Agentic systems, Generative AI, Prompt Engineering, Prompt Patterns, Systems Architecture, Tool Calling, Natural Language Processing, Context Management, Memory Management, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI Risk and Compliance: Audit and Governance Foundations

    Skills you'll gain: AI Security, Vulnerability Assessments, Governance Risk Management and Compliance, Responsible AI, Compliance Auditing, Personally Identifiable Information, Regulatory Compliance, Regulatory Requirements, Compliance Management, Law, Regulation, and Compliance, Regulatory Documents, AI Integrations, Compliance Reporting, Safety Audits, Threat Modeling, Legal Risk, Safety Assurance, Risk Management Framework, Data Loss Prevention, Risk Mitigation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI Chatbots: Create and Deploy OpenAI-Powered Chatbots

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, OpenAI, LLM Application, Dashboard Creation, Large Language Modeling, AI Integrations, Model Deployment, Back-End Web Development, Restful API, Web Development, Web Applications, Interactive Data Visualization, UI Components

    4.3 stars, 14 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (14) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • 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
  • E

    Edureka

    Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

    Skills you'll gain: System Monitoring, Data Analysis Expressions (DAX), Real Time Data, Performance Tuning, Microsoft Azure, Dataflow, Data Pipelines, Data Warehousing, Power BI, Apache Spark, Data Governance, Business Analytics, SQL, Data Management, Workflow Management, Data Science, Security Engineering, Artificial Intelligence and Machine Learning (AI/ML), Warehouse Management, Application Deployment

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • I

    Illinois Tech

    Variable Selection, Model Validation, Nonlinear Regression

    Skills you'll gain: Statistical Inference, Statistical Programming, Regression Analysis, Logistic Regression, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Probability & Statistics, Statistical Hypothesis Testing, Probability Distribution

    4.4 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • W

    Whizlabs

    Data Governance with Databricks

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Access, Metadata Management, Role-Based Access Control (RBAC), Data Cleansing, Databricks, Data Management, Data Lakes, Amazon Web Services, Data Pipelines, Amazon Redshift, Data Security, Data Warehousing, Data Quality, Data Capture, Fraud detection

    3.5 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.5 (12) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    LearnKartS

    Core Java - Advanced Fundamentals

    Skills you'll gain: JUnit, File I/O, Unit Testing, Java Programming, Debugging, Java, Maintainability, Software Development, Secure Coding, Software Testing, Test Case, Cryptographic Protocols, Authentications, Application Security, Data Import/Export, Cryptography, Object Oriented Programming (OOP), Eclipse (Software), Integrated Development Environments, Encryption

    4.9 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Security & Ethical Hacking: Attacking Unix and Windows

    Skills you'll gain: Penetration Testing, Exploit development, Exploitation techniques, Unix, Cyber Operations, Computer Security, Unix Commands, Unix Shell, System Programming, Linux, Debugging, Command-Line Interface, Linux Commands, Memory Management, Remote Access Systems

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    AI-Driven Brand Management: Learnings from FANG and FMCG

    Skills you'll gain: Marketing Analytics, Digital Marketing, Google Analytics, Brand Awareness, Social Media Marketing, Content Marketing, Digital Advertising, Marketing Effectiveness, Brand Strategy, Email Marketing, Performance Measurement, Brand Management, Brand Marketing, Marketing Channel, Marketing, Marketing Budgets, Search Engine Optimization, AI Enablement, Communication, Generative AI

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Design and Apply Generative AI for HR Performance

    Skills you'll gain: Prompt Engineering, ChatGPT, Data Ethics, Responsible AI, Generative AI, Generative Model Architectures, Human Resources Management and Planning, HR Tech, Talent Recruitment, Human Resource Strategy, AI Product Strategy, AI Personalization, AI Integrations, People Analytics, AI literacy, AI Enablement, Ethical Standards And Conduct, Risking, Performance Analysis, Performance Metric

    5 stars, 20 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (20) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    NIIT

    Building Interactive Web Pages Using Modern JavaScript

    Skills you'll gain: JSON, Javascript, JavaScript Frameworks, Software Testing, Unit Testing, Scripting, Frontend Performance, Event-Driven Programming, Hypertext Markup Language (HTML), Scripting Languages, Data Validation, Data Structures, Network Protocols, Verification And Validation

    3.8 stars, 12 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.8 (12) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…323324325…519

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

  • AI Agent Development Fundamentals: Coursera
  • AI Risk and Compliance: Audit and Governance Foundations: Board Infinity
  • GenAI Chatbots: Create and Deploy OpenAI-Powered Chatbots: Coursera
  • Advanced Machine Learning Techniques: Coursera
  • Microsoft Fabric Analytics Engineer: DP-600 Exam Prep: Edureka
  • Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech
  • Data Governance with Databricks: Whizlabs
  • Core Java - Advanced Fundamentals: LearnKartS
  • Security & Ethical Hacking: Attacking Unix and Windows: University of Colorado Boulder
  • AI-Driven Brand Management: Learnings from FANG and FMCG: 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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