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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


  • S

    SkillUp

    IT Systems Design and Analysis 

    Skills you'll gain: Systems Design, Business Process Modeling, Data Flow Diagrams (DFDs), Systems Analysis, Data Modeling, Process Modeling, Business Systems Analysis, Digital Transformation, Enterprise Modeling, Risk Management, Business Systems, Systems Architecture, Business Analysis, Information Technology, Process Flow Diagrams, Prototyping, Computer Science, Agile Methodology, Product Lifecycle Management, Business Communication

    4.7 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Certified Ethical Hacker (CEH) v.12

    Skills you'll gain: MITRE ATT&CK Framework, Vulnerability Assessments, Open Web Application Security Project (OWASP), Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Scanning, Vulnerability Management, Threat Modeling, Cybersecurity, Malware Protection, Mobile Security, Cyber Threat Intelligence, Penetration Testing, Exploitation techniques, Brute-force attacks, Network Security, Cryptography, Threat Management, Information Systems Security, Threat Detection, Cloud Security

    4.8 stars, 35 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (35) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Interplay Learning

    Maintaining a Professional Image in Trades

    Skills you'll gain: Punctuality, Cleanliness, Client Services, Trustworthiness, Social Skills, Professional Development, Rapport Building, Strong Work Ethic, Interpersonal Communications, Positivity, Professionalism, Reliability, Lifelong Learning, Training and Development, Safety Standards, Facility Repair And Maintenance, Facility Management and Maintenance, HVAC

    Beginner · Course · 1 - 4 Weeks

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

    SkillsBooster Academy

    AI Agents 101: Tools for Marketing & Business

    Skills you'll gain: Prompt Engineering, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Strategic Marketing, Marketing Analytics, Artificial Intelligence, Generative AI, Agentic systems, Content Development and Management, Digital Marketing, Content Creation, Automation, Business Ethics, Customer experience improvement, Machine Learning, Natural Language Processing, Content Management, Creativity, Ethical Standards And Conduct, Interactive Data Visualization

    4.5 stars, 13 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (13) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming

    4.8 stars, 68 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (68) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • I

    IBM

    Intermediate Web and Front-End Development

    Skills you'll gain: Webpack, Frontend Performance, Search Engine Optimization, Web Development Tools, Web Analytics and SEO, Performance Tuning, Build Tools, Debugging, Usability Testing, Web Development, Software Testing, Test Tools, Front-End Web Development, Functional Testing, Test Automation, Continuous Monitoring, Development Testing, Computer Programming Tools, JavaScript Frameworks, WordPress

    4.5 stars, 39 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (39) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Figma AI: Productivity Tools for Designers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Figma (Design Software), Design Reviews, AI literacy, AI Integrations, AI Workflows, Generative AI, Graphic and Visual Design, Design, Generative AI Agents, Visual Design, Digital Design, Design Thinking, Process Design, Collaborative Software, Design Elements And Principles, Interactive Design, Marketing Design

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

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

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Advanced Requirements Management & Solution Evaluation

    Skills you'll gain: Backlogs, Requirements Management, Business Requirements, Business Analysis Tools, Performance Measurement, Requirements Analysis, Business Analysis, Root Cause Analysis, Change Requests, Data Mining, Performance Analysis, Jira (Software), Agile Methodology, Process Improvement, Data-Driven Decision-Making, Analysis, Prioritization

    4.8 stars, 67 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (67) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Full Stack Agentic AI

    Skills you'll gain: Model Context Protocol, Agentic systems, Retrieval-Augmented Generation, Prompt Engineering, Agentic Workflows, Tool Calling, Google Gemini, AI Workflows, Generative AI Agents, AI Orchestration, Server Side, Node.JS, Vector Databases, MongoDB, Embeddings, Large Language Modeling, Natural Language Processing, Web Development, Machine Learning, Javascript

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Amazon Bedrock Customization, Optimization & Automation

    Skills you'll gain: Amazon Bedrock, Fine-tuning, LangChain, Generative AI, Model Training, Model Optimization, Artificial Intelligence, Token Optimization, Prompt Engineering, Transfer Learning, LLM Application, AI Workflows, Model Evaluation, Data Processing

    4.8 stars, 40 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (40) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Coding and Automation for Data Analysis with Generative AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Data Ethics, AI literacy, Debugging, Data Transformation, Generative AI, Prompt Patterns, Data Preprocessing, Analytics, AI Integrations, AI Workflows, Data Analysis, Data Cleansing, Excel Formulas, Data Manipulation, Code Review, Model Optimization, Data Analysis Software, SQL

    4.6 stars, 13 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (13) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    AI Image Generation and Content Creation

    Skills you'll gain: AI powered creativity, Photo/Video Production and Technology, Generative AI, Multimedia, Prompt Engineering, Content Creation, Digital Content, Business Process Automation, Media Production, ChatGPT, Image Quality, Digital Assets, Course Development, Email Marketing, Artificial Intelligence, Design and Product, Product Development, Writing

    4.8 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (6) · Beginner · 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

  • IT Systems Design and Analysis : SkillUp
  • Certified Ethical Hacker (CEH) v.12: Packt
  • Maintaining a Professional Image in Trades: Interplay Learning
  • AI Agents 101: Tools for Marketing & Business: SkillsBooster Academy
  • Understanding and Applying Text Embeddings: DeepLearning.AI
  • Intermediate Web and Front-End Development: IBM
  • Figma AI: Productivity Tools for Designers: SkillsBooster Academy
  • Advanced Requirements Management & Solution Evaluation: STARWEAVER
  • Full Stack Agentic AI: LearnKartS
  • Amazon Bedrock Customization, Optimization & Automation: Amazon Web Services

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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