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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


  • U

    University of Colorado Boulder

    Object-Oriented Analysis & Design

    Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Unified Modeling Language, Software Design Patterns, Software Testing, Java, Software Engineering, Java Programming, User Interface and User Experience (UI/UX) Design, Unit Testing, Software Design, Software Architecture, API Design, Model View Controller, Software Development, Test Driven Development (TDD), Programming Principles, Conceptual Design, Databases

    4.2 stars, 27 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.2 (27) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Practical AI for Professionals

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, AI literacy, Data Literacy, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, AI Integrations, Unstructured Data, Predictive Modeling

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

    ★ 3.2 (6) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Honors Algebra 2

    Skills you'll gain: Algebra, Graphing, Applied Mathematics, Mathematical Modeling, Trigonometry, Probability, Advanced Mathematics, Data Analysis, Probability & Statistics, Statistical Analysis, Logical Reasoning, Probability Distribution, Mathematical Theory & Analysis, Descriptive Statistics, Arithmetic, Statistics, Engineering Calculations, Calculus, Visualization (Computer Graphics), Analytical Skills

    4.5 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (8) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Storying the Self for Leadership and Creativity

    Skills you'll gain: Constructive Feedback, Storytelling, Active Listening, Creative Thinking, Relationship Building, Empathy, Brainstorming, Creativity, Personal Attributes, Oral Expression, Courage, Emotional Intelligence, Diversity Awareness, Cultural Responsiveness, Self-Awareness, Cognitive flexibility, Initiative and Leadership, Leadership, Culture, Communication

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

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

    Status: Free trial
    Free trial
  • P

    Packt

    Security Foundations, Threats, and Network Protection

    Skills you'll gain: Cryptography, Cybersecurity, Network Security, Cryptographic Protocols, Cyber Attacks, Encryption, IT Security Architecture, Identity and Access Management, Threat Management, Threat Detection, Firewall, Key Management, Security Management, Infrastructure Security, Security Controls, Network Planning And Design, Authorization (Computing), Public Key Infrastructure, Authentications, Risk Management Framework

    4.6 stars, 9 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (9) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Secrets to Content that Engages and Converts

    Skills you'll gain: Copywriting, Social Media Marketing, Content Marketing, Content Optimization, Writing and Editing, Selling Techniques, Driving engagement, Branding, Email Marketing, Marketing, Advertising Campaigns, Search Engine Optimization

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

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Lean Six Sigma Green Belt: Apply & Master Skills

    Skills you'll gain: Lean Six Sigma, Lean Methodologies, Statistical Hypothesis Testing, Six Sigma Methodology, Lean Manufacturing, Correlation Analysis, Kaizen Methodology, Process Improvement, Process Improvement and Optimization, Quality Improvement, Sampling (Statistics), Project Management, Statistical Methods, Statistical Modeling, Regression Analysis, Statistics, Project Scoping, Process Analysis, Goal Setting, Statistical Analysis

    4.8 stars, 51 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Market Research and Analysis for Tech Industries

    Skills you'll gain: Market Research, Data-Driven Decision-Making, Consumer Behaviour, Business Research, Customer Analysis, Marketing Psychology, Market Analysis, Marketing, Marketing Planning, Data-Driven Marketing, Behavioral Economics, Target Market, Customer Insights, Marketing Strategy and Techniques, Strategic Marketing, Technology Strategies, Product Lifecycle Management, Business-To-Consumer, B2B Sales, Digital Marketing

    4.5 stars, 11 reviews, Beginner, Course, 1 - 3 Months

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

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

    Amazon Web Services

    Developing Generative AI Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Fine-tuning, Performance Measurement, Performance Improvement, Business Analysis, Application Deployment, Model Evaluation

    4.4 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (45) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • L

    LearnQuest

    Introduction to Java Enterprise Edition (EE)

    Skills you'll gain: Java Platform Enterprise Edition (J2EE), Application Deployment, Web Applications, Application Servers, Java, Web Servers, Java Programming, Web Development, Server Side

    4.6 stars, 82 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Generative AI for Marketing Execution

    Skills you'll gain: Personalized Campaigns, Data-Driven Marketing, Prompt Engineering, Campaign Management, Marketing Automation, Marketing Strategies, Meta Ads Manager, Customer Analysis, Competitive Analysis, Email Marketing, Digital Advertising, Email Automation, Search Engine Optimization, Generative AI, ChatGPT, Market Research, AI Personalization, Content Optimization, A/B Testing, Content Creation

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Cloud Computing for Data Science

    Skills you'll gain: Apache Hadoop, Cloud Computing, Cloud Deployment, Apache Spark, Web Services, Cloud Technologies, Cloud Services, Virtualization and Virtual Machines, Cloud Computing Architecture, Cloud Engineering, PySpark, Cloud Infrastructure, Distributed Computing, Data Processing, Cloud Storage, Docker (Software), Virtualization, Containerization, Restful API, Data Architecture

    4.6 stars, 8 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (8) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
1…296297298…525

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

  • Object-Oriented Analysis & Design: University of Colorado Boulder
  • Practical AI for Professionals: Northeastern University
  • Honors Algebra 2: Johns Hopkins University
  • Storying the Self for Leadership and Creativity: University of Colorado Boulder
  • Security Foundations, Threats, and Network Protection: Packt
  • Secrets to Content that Engages and Converts: University of California, Davis
  • Lean Six Sigma Green Belt: Apply & Master Skills: EDUCBA
  • Market Research and Analysis for Tech Industries: University of Colorado Boulder
  • Developing Generative AI Solutions: Amazon Web Services
  • Introduction to Java Enterprise Edition (EE): LearnQuest

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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