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  2. 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 System

    Agile Systems Engineering

    Skills you'll gain: Systems Engineering, Verification And Validation, Team Management, Team Performance Management, Systems Architecture, Requirements Analysis, Requirements Elicitation, Scrum (Software Development), Systems Development Life Cycle, Teamwork, Configuration Management, Team Building, Agile Methodology, Scaled Agile Framework, Systems Development, Team Motivation, Organizational Leadership, Project Risk Management, Leadership Studies, Leadership and Management

    4.7 stars, 13 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (13) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Design & Assemble Mechanical Systems in SolidWorks

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, 3D Modeling, Mechanical Design, Mechanical Engineering, Simulation and Simulation Software, Simulations, Industrial Design, Functional Design, Verification And Validation

    4.8 stars, 46 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    AI-Assisted Embedded Driver Engineering

    Skills you'll gain: Embedded Software, Development Environment, PIC Microcontrollers, Embedded Systems, AI Workflows, Verification And Validation, Integrated Development Environments, Code Review, Maintainability, Development Testing, Peripheral Devices, Debugging, Artificial Intelligence, Microsoft Visual Studio, API Design

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    AI Engineering Masterclass: From Zero to AI Hero

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Supervised Learning, Feature Engineering, Probability & Statistics, Transfer Learning, NumPy, Matplotlib, Model Optimization, Convolutional Neural Networks, Statistical Methods, Deep Learning, Applied Machine Learning, Statistics, Data Visualization, Keras (Neural Network Library), Statistical Hypothesis Testing, Fine-tuning, Machine Learning Methods, Python Programming

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Requirements Engineering: Secure Software Specifications

    Skills you'll gain: Requirements Elicitation, Requirements Analysis, Mockups, Security Requirements Analysis, Interviewing Skills, Data Flow Diagrams (DFDs), Storyboarding, Goal Setting, Software Development Methodologies, Software Documentation, Diagram Design, Agile Methodology, Product Requirements, Meeting Facilitation, System Requirements, Prototyping, Software Development Life Cycle, Technical Documentation, Conflict Management, Scalability

    4.5 stars, 857 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • M

    MathWorks

    Electrified Systems Design Engineer

    Skills you'll gain: Power Electronics, Simulation and Simulation Software, Electrical Power, Model Based Systems Engineering, Electrical Systems, Three-Phase, Machine Controls, Systems Integration, Simulations, Electric Power Systems, Data Import/Export, Engineering Analysis, Electrical Engineering, Engineering, Engineering Design Process, Design Specifications, Performance Tuning, Estimation, Environmental Issue, Algorithms

    4.8 stars, 108 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (108) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Indian Institute of Technology Guwahati

    Sustainable Product Design for Engineers

    Skills you'll gain: User Research, Product Design, Sustainable Design, Product Development, Design Research, Sustainable Business, Industrial Design, Failure Analysis, Design Thinking, Interaction Design, Failure Mode And Effects Analysis, Design, Human Centered Design, Product Lifecycle Management, Design Reviews, Sustainable Development, Sustainability Reporting, Sustainability Standards, Creativity, Aesthetics

    Beginner · Specialization · 3 - 6 Months

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

    Advancing Women in Tech

    Real-World Engineering Management

    Skills you'll gain: Software Architecture, Engineering Management, Goal Setting, Systems Architecture, Systems Design, Technical Management, Smart Goals, API Design, Cross-Functional Collaboration, Cross-Functional Team Leadership, Recruitment, Program Management, Team Performance Management, Software Engineering, Microservices, Employee Retention, Employee Coaching, Leadership and Management, Software Development Methodologies, Communication

    4.6 stars, 104 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (104) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Siemens

    Intro to Siemens NX: Engineering Essentials and Part Design

    Skills you'll gain: 3D Modeling, Computer-Aided Design, Simulation and Simulation Software, Design Software, Engineering Software

    4.4 stars, 78 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • P

    Packt

    Prompt Engineering Made Practical - Skills That Work

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Responsible AI, Multimodal Prompts, Google Gemini, Data Ethics, ChatGPT, AI literacy, Generative AI, Gemini, AI Workflows, AI Personalization, Law, Regulation, and Compliance, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Automation, Verification And Validation, Image Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • A

    Arizona State University

    Human Factors & Usability Engineering: Designing for Humans

    Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, Human Centered Design, Critical Thinking and Problem Solving, Creativity, Creative Problem-Solving, Decision Making, Display Devices, Human Learning, User Interface (UI), Data Collection, Human Factors Engineering, Research Methodologies, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design, Control Systems, Mitigation, Design

    4.8 stars, 59 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (59) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Prompt Engineering and AI-Powered Digital Product Launch

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Responsible AI, AI literacy, Generative AI Agents, Generative AI, Generative Model Architectures, Artificial Intelligence, Large Language Modeling, Content Creation, Digital Transformation, Ideation, Product Knowledge, E-Commerce, Email Marketing, Value Propositions, WordPress, Search Engine Optimization, Video Production

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
1234…514

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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