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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

    Model Deployment and Monitoring

    Skills you'll gain: MLOps (Machine Learning Operations), AWS SageMaker, Fraud detection, Responsible AI, Feature Engineering, Site Reliability Engineering, Managed Services, System Monitoring, Amazon CloudWatch, Scalability, Continuous Monitoring, Distributed Computing, Scikit Learn (Machine Learning Library), Cost Reduction, Machine Learning Algorithms, Amazon S3, Pandas (Python Package), Python Programming, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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

    University of Manchester

    Our Earth: Its Climate, History, and Processes

    Skills you'll gain: Physical Science, Environment, Hydrology, Water Resources, Mathematical Modeling, Environmental Science, Simulations, Life Sciences, Scientific Methods

    4.7 stars, 476 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (476) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Security Engineer

    Skills you'll gain: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, Prompt Engineering, Network Monitoring, Prompt Engineering Tools, Cloud Security, Containerization, Virtual Networking, Network Architecture, Infrastructure As A Service (IaaS), Network Routing, DevSecOps, Virtual Private Networks (VPN), Dashboard Creation

    4.7 stars, 51K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (51K) · Intermediate · Professional Certificate · 3 - 6 Months

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

    UNSW Sydney (The University of New South Wales)

    Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets

    Skills you'll gain: Mechanics, Physics, Systems Of Measurement, Physical Science, Calculus, Estimation, Trigonometry, Applied Mathematics, Experimentation

    4.7 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.1K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Mathematical Software, Simulation and Simulation Software, Model Optimization, Numerical Analysis, Mathematical Modeling, Fine-tuning, Applied Mathematics

    4.7 stars, 254 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (254) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI Automation

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, AI Workflows, AI powered creativity, Responsible AI, Data Visualization, Document Management, Ideation, Verification And Validation, Data Presentation, LLM Application, AI literacy, Generative AI, AI Enablement, Risking, Multimodal Prompts, Image Analysis, Artificial Intelligence, Data Compilation

    4.8 stars, 9.6K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (9.6K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Introducción a Lean Six Sigma

    Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Six Sigma Methodology, Lean Methodologies, Kaizen Methodology, Kanban Principles, Production Process, Statistical Process Controls, Process Capability, Quality Improvement, Process Improvement, Process Improvement and Optimization, Quality Monitoring, Process Optimization, Process Analysis, Continuous Improvement Process, Customer Analysis, Waste Minimization, Quality Management, Return On Investment

    4.8 stars, 786 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (786) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Electrical Power Generation - An Industrial Outlook

    Skills you'll gain: Electrical Power, Electric Power Systems, Electrical Systems, Control Systems, Electrical Substation, Energy and Utilities, Plant Operations and Management, Electrical Equipment, Three-Phase, Machine Controls, Power Electronics, Automation Engineering, High Voltage, Electrical Engineering, Process Control, Basic Electrical Systems, Thermal Management

    4.5 stars, 155 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (155) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Hybrid Cloud Architect

    Skills you'll gain: Cloud-Native Computing, Cloud Security, Infrastructure as Code (IaC), Cloud Platforms, Cloud Computing, Cloud Storage, Hybrid Cloud Computing, Systems Analysis, Process Improvement, Cloud Engineering, Cloud Solutions, Cloud Development, Requirements Analysis, Data Modeling, Multi-Cloud, Infrastructure As A Service (IaaS), DevOps, Docker (Software), Solution Design, Microservices

    4.6 stars, 7.8K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (7.8K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 3: Analog vs Digital

    Skills you'll gain: Digital Signal Processing, Electrical Engineering, Communication Systems, Electronics, Telecommunications, Linear Algebra, Applied Mathematics

    4.8 stars, 96 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Columbia University

    The Age of Sustainable Development

    Skills you'll gain: Sustainable Development, Climate Change Mitigation, Sustainable Systems, Economic Development, Socioeconomics, Environmental Issue, Health Equity, Health Disparities, Community Development, Water Sustainability, Social Justice, Climate Change Adaptation, Human Development, Economics, Policy, and Social Studies, Environment and Resource Management, Economics, Health Policy, International Relations, Natural Resource Management, Public Health and Disease Prevention

    4.7 stars, 4.2K reviews, Mixed, Course, 3 - 6 Months

    ★ 4.7 (4.2K) · Mixed · Course · 3 - 6 Months

    Category: Free
    Free
  • I

    IBM

    IBM Data Architecture

    Skills you'll gain: NoSQL, Database Administration, Data Warehousing, SQL, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Database Management, Relational Databases, Data Security, Linux Commands, Data Migration, Data Governance, MongoDB, Apache Spark, Apache Kafka, Extract, Transform, Load, Data Architecture, Data Store

    4.6 stars, 7.6K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (7.6K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
1…707172…522

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

  • Model Deployment and Monitoring: Edureka
  • Our Earth: Its Climate, History, and Processes: University of Manchester
  • Preparing for Google Cloud Certification: Cloud Security Engineer: Google Cloud
  • Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets: UNSW Sydney (The University of New South Wales)
  • Battery State-of-Charge (SOC) Estimation: University of Colorado Boulder
  • Generative AI Automation: Vanderbilt University
  • Introducción a Lean Six Sigma: Tecnológico de Monterrey
  • Electrical Power Generation - An Industrial Outlook: L&T EduTech
  • IBM Hybrid Cloud Architect: IBM
  • Digital Signal Processing 3: Analog vs Digital: École Polytechnique Fédérale de Lausanne

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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