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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


  • Status: New
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    Coursera

    Make Data Decisions

    Skills you'll gain: Decision Making, Human Resource Management, Human Resource Strategy, Human Resources, People Analytics, Critical Thinking, Strategic Decision-Making, Data-Driven Decision-Making, Performance Appraisal, Prompt Engineering, Employee Performance Management, Data Analysis, Performance Measurement, Performance Metric, ChatGPT, Business Acumen, Presentations, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Analyze and Apply Statistical Methods Using Minitab

    Skills you'll gain: Minitab, Process Capability, Statistical Process Controls, Statistical Hypothesis Testing, Data Visualization, Descriptive Statistics, Statistical Analysis, Statistical Software, Plot (Graphics), Statistics, Sampling (Statistics), Statistical Visualization, Process Analysis, Probability & Statistics, Probability Distribution, Statistical Modeling, Data Analysis, Statistical Methods, Performance Analysis, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generative AI for Cloud Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Responsible AI, LangChain, AI Security, LLM Application, Generative Model Architectures, Cloud Deployment, Large Language Modeling, Generative AI, Multimodal Prompts, Cloud Computing Architecture, Model Deployment, Fine-tuning, AI Integrations, ChatGPT, Cloud Computing, Natural Language Processing, Data Ethics, Scalability

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Update Your Data Warehouse Incrementally

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Pipelines, Data Integration, Data Processing, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Validate and Track Data History Confidently

    Skills you'll gain: Data Validation, Data Integrity, Data Maintenance, Data Transformation, Data Quality, Data Warehousing, Extract, Transform, Load, Reconciliation, Code Reusability

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Learn C# by Building Applications

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Web Scraping, Programming Principles, Microsoft Visual Studio, Computer Programming, Data Structures, Software Design Patterns, File I/O, Application Development, Code Reusability, Integrated Development Environments, Microsoft Development Tools, Software Installation, Computational Logic, Algorithms, Hypertext Markup Language (HTML), Unit Testing

    Beginner · Course · 1 - 3 Months

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    Packt

    Advanced Lightning Web Components & Visualforce Development

    Skills you'll gain: Salesforce Development, Salesforce Object Query Language (SOQL), Salesforce, Web Components, UI Components, Data Access, Application Security, Secure Coding, Web Development, User Interface (UI), Event-Driven Programming, Security Controls, Development Environment, Javascript, Debugging

    Advanced · Course · 3 - 6 Months

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    EDUCBA

    Project Schedule Control and Monitoring

    Skills you'll gain: Requirements Management, Scope Management, Project Controls, Project Performance, Work Breakdown Structure, Project Schedules, User Requirements Documents, Performance Metric, Change Control, Project Management, Management Reporting, Requirements Analysis, Project Management Institute (PMI) Methodology, Performance Measurement, Business Requirements, Requirements Elicitation, Scheduling, Performance Analysis, Project Documentation, Change Management

    Mixed · Course · 1 - 3 Months

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    Packt

    AI Integration & Platform Optimization in Advanced Fabric

    Skills you'll gain: Data Architecture, Data Security, Computing Platforms, Collaborative Software, Cloud Security, Data Infrastructure, Systems Architecture, Data Management, Capacity Management, Database Architecture and Administration, AI Enablement, Data Governance, AI Integrations, Data Presentation, Role-Based Access Control (RBAC), Identity and Access Management, Machine Learning, Data Analysis

    Advanced · Course · 1 - 3 Months

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    Packt

    Google Cloud Platform - Associate Cloud Engineer

    Skills you'll gain: Cloud Engineering, Cloud Infrastructure, Google Cloud Platform, Kubernetes, Cloud Deployment, Cloud Management, Cloud Computing, Cloud Platforms, Application Deployment, Identity and Access Management, Infrastructure as Code (IaC), Virtual Machines, Serverless Computing, Network Planning And Design, Containerization, System Monitoring, Cloud Storage, Security Management, Load Balancing, Computer Networking

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Database Development, Performance Tuning, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Management, Data Storage

    Mixed · Course · 1 - 3 Months

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    Coursera

    Edge AI and Nanotechnology: Semiconductor Innovations

    Skills you'll gain: Responsible AI, AI Integrations, Data Governance, Model Deployment, AI Product Strategy, Semiconductors, Data Science, Model Training, Statistical Process Controls, Predictive Modeling, Applied Machine Learning, Model Evaluation, Data Quality, Anomaly Detection, Machine Learning, Machine Learning Methods, Random Forest Algorithm, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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

  • Make Data Decisions: Coursera
  • Analyze and Apply Statistical Methods Using Minitab: EDUCBA
  • Generative AI for Cloud Solutions: Packt
  • Update Your Data Warehouse Incrementally: Coursera
  • Validate and Track Data History Confidently: Coursera
  • Learn C# by Building Applications: Packt
  • Advanced Lightning Web Components & Visualforce Development: Packt
  • Project Schedule Control and Monitoring: EDUCBA
  • AI Integration & Platform Optimization in Advanced Fabric: Packt
  • Google Cloud Platform - Associate Cloud Engineer: Packt

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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