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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: Free Trial
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    Duke University

    Web Applications and Command-Line Tools for Data Engineering

    Skills you'll gain: Jupyter, Microservices, AWS SageMaker, Cloud Engineering, Command-Line Interface, Data Pipelines, CI/CD, Package and Software Management, Containerization, Applied Machine Learning, Python Programming, Test Automation, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    41 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, ChatGPT, Generative Adversarial Networks (GANs), Responsible AI, OpenAI, AI Product Strategy, Data Ethics, Large Language Modeling, Leadership and Management, AI Enablement, Business Leadership, Business Ethics, Hugging Face, Legal Risk, IBM Cloud, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Beginner · Specialization · 3 - 6 Months

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    LearnQuest

    Defending Against AI-Driven Phishing and Social Engineering

    Skills you'll gain: Penetration Testing, Cybersecurity, Anomaly Detection, Cyber Threat Intelligence, Threat Detection, AI Security, Security Awareness, Network Analysis, Generative AI, Prompt Engineering, Email Security, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Master of Science in Data Analytics Engineering

    Skills you'll gain: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

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    B

    Birla Institute of Technology & Science, Pilani

    Java Database Engineering: Spring Boot MVC & SQL Mastery

    Skills you'll gain: Performance Tuning, Hibernate (Java), Development Testing, JUnit

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - Español

    Skills you'll gain: Metadata Management, Data Pipelines, Google Cloud Platform, Extract, Transform, Load, Cloud Storage, Data Infrastructure, Data Processing, Data Import/Export, Data Migration, Apache Airflow, Data Storage, Big Data, Data Management, Data Transformation, SQL

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Web Design and User Experience Engineering Part 1

    Skills you'll gain: Cascading Style Sheets (CSS), Responsive Web Design, Web Design, HTML and CSS, Web Content Accessibility Guidelines, User Interface (UI), Hypertext Markup Language (HTML), Front-End Web Development, User Interface and User Experience (UI/UX) Design, Javascript, Usability, Web Applications, Semantic Web, Data Validation

    Beginner · Course · 1 - 3 Months

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    U

    University of Manchester

    Industrial Biotechnology

    Skills you'll gain: Biotechnology, Sustainable Technologies, Process Engineering, Molecular Biology, Chemical Engineering, Sustainable Engineering, Life Sciences, Biochemistry, Pharmaceuticals, Biomedical Engineering, Materials science, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    G

    Google

    Discover the Art of Prompting

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Model Evaluation, Content Creation

    4.9
    Rating, 4.9 out of 5 stars
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    2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Dataflow, Data Lakes, Data Pipelines, Big Data, Tensorflow, Data Architecture, Extract, Transform, Load, Data Warehousing, Apache Spark, Data Migration, Unstructured Data, Apache Hadoop, Data Security, Applied Machine Learning, Real Time Data, MLOps (Machine Learning Operations), Feature Engineering, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    815 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Northeastern University

    Web Design and User Experience Engineering Part 2

    Skills you'll gain: Agile Methodology, React.js, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Web Content Accessibility Guidelines, Front-End Web Development, Web Development, Wireframing, Web Applications, HTML and CSS, Application Deployment, Responsive Web Design, Javascript

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Applied Natural Language Processing in Engineering Part 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Embeddings, Deep Learning, Applied Machine Learning, Markov Model

    Mixed · Course · 1 - 3 Months

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

  • Web Applications and Command-Line Tools for Data Engineering: Duke University
  • Generative AI Fundamentals: IBM
  • Defending Against AI-Driven Phishing and Social Engineering: LearnQuest
  • Master of Science in Data Analytics Engineering: Northeastern University
  • Java Database Engineering: Spring Boot MVC & SQL Mastery: Birla Institute of Technology & Science, Pilani
  • Introduction to Data Engineering on Google Cloud - Español: Google Cloud
  • Web Design and User Experience Engineering Part 1: Northeastern University
  • Industrial Biotechnology: University of Manchester
  • Discover the Art of Prompting: Google
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud

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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