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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

    STARWEAVER

    AI for Project Managers: Prompt Engineering & Use Cases

    Skills you'll gain: Prompt Engineering, Project Portfolio Management, Project Documentation, Generative AI, Prompt Engineering Tools, Prompt Patterns, Project Risk Management, Project Management, Project Management Office (PMO), Resource Allocation, Strategic Prioritization, Project Implementation, Portfolio Management, Risk Management, Artificial Intelligence, Change Requests, Continuous Delivery

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Eyes on AI - Computer Vision Engineering

    Skills you'll gain: Model Evaluation, Model Optimization, Transfer Learning, PyTorch (Machine Learning Library), Fine-tuning, Model Deployment, Data Preprocessing, Technical Communication, MLOps (Machine Learning Operations), Model Training, Image Analysis, Computer Vision, AI Workflows, Tensorflow, Dataflow, Image Quality, Application Deployment, Technical Documentation, Deep Learning, Process Optimization

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Spark, Skew & Speed: Pipeline Performance Engineering

    Skills you'll gain: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Query Languages, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing

    Advanced · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Northeastern University

    Engineering Probability and Statistics Part 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Statistics, Probability & Statistics, Statistical Analysis, Sample Size Determination, Probability Distribution, Data Presentation, Engineering Analysis, Data Synthesis, Estimation, Analysis, Data-Driven Decision-Making

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    Duke University

    Spark, Hadoop, and Snowflake for Data Engineering

    Skills you'll gain: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Data Architecture, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Model Training, Model Deployment, Distributed Computing, Data Transformation, SQL, Python Programming

    3.9 stars, 71 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.9 (71) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Pixels, Waveforms & Words: Engineering Multimodal AI Systems

    Skills you'll gain: Model Optimization, Image Analysis, Transfer Learning, Risking, Fine-tuning, Multimodal Prompts, Model Evaluation, Technical Documentation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Model Training, Embeddings, Systems Design, Ethical Standards And Conduct, Root Cause Analysis, Deep Learning

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI: Elevate your Data Engineering Career

    Skills you'll gain: Generative AI, Generative Model Architectures, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Data Synthesis, Data Analysis, Data Quality, Convolutional Neural Networks

    4.5 stars, 71 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (71) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Advanced Prompt Engineering for Business Professionals

    Skills you'll gain: AI Orchestration, Prompt Engineering, Agentic Workflows, Prompt Patterns, AI Enablement, AI Security, AI Workflows, Return On Investment, Generative AI Agents, Responsible AI, Decision Intelligence, ChatGPT, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Business Technologies, Organizational Skills, Business Analysis, Business

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Virtualization, Docker, and Kubernetes for Data Engineering

    Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, GitHub Copilot, Kubernetes, Virtualization, Cloud Deployment, Virtualization and Virtual Machines, Microservices, Development Environment, Application Deployment, Virtual Machines, Cloud Development, Database Management, Test Engineering, Cloud-Based Integration

    3.8 stars, 51 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.8 (51) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Applied Generative AI & Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, ChatGPT, Generative AI, Responsible AI, AI literacy, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Artificial Intelligence, AI Workflows, Large Language Modeling, Embeddings, GitHub Copilot, Fine-tuning, Deep Learning, Automation, Machine Learning, Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • L

    Logical Operations

    Prompt Engineering for AI Text Generation

    Skills you'll gain: Prompt Engineering, Generative AI, AI literacy, Responsible AI, Data Ethics, Large Language Modeling, Technical Communication, Writing, Artificial Intelligence, Writing and Editing, Ideation, Business Ethics, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Pipeline Architects: Data Engineering to Lakehouse

    Skills you'll gain: Apache Airflow, Data Warehousing, Data Flow Diagrams (DFDs), Data Lakes, Data Pipelines, Diagram Design, Data Integration, Performance Tuning, Data Governance, Cloud Deployment, Data Management, Data Modeling, Data Mapping, Extract, Transform, Load, Trend Analysis, Service Level Agreement, Systems Integration, SQL, Apache Kafka, Python Programming

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular feature engineering courses

  • AI for Project Managers: Prompt Engineering & Use Cases: STARWEAVER
  • Eyes on AI - Computer Vision Engineering: Coursera
  • Spark, Skew & Speed: Pipeline Performance Engineering: Coursera
  • Engineering Probability and Statistics Part 2: Northeastern University
  • Spark, Hadoop, and Snowflake for Data Engineering: Duke University
  • Pixels, Waveforms & Words: Engineering Multimodal AI Systems: Coursera
  • Generative AI: Elevate your Data Engineering Career: IBM
  • Advanced Prompt Engineering for Business Professionals: SkillsBooster Academy
  • Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
  • Applied Generative AI & Prompt Engineering Mastery: LearnKartS

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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