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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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    Packt

    Fundamentals of Network Security and Cryptography

    Skills you'll gain: Network Security, Cryptography, Firewall, Cybersecurity, Intrusion Detection and Prevention, Virtual Private Networks (VPN), Cloud Security, Public Key Infrastructure, Network Monitoring, Encryption, Network Architecture, Dynamic Host Configuration Protocol (DHCP), Human Factors (Security), Local Area Networks, Virtual Local Area Network (VLAN), Network Switches, Authentications

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Cloud Architects

    Skills you'll gain: Google Gemini, Kubernetes, Application Deployment, Cloud Management, Cloud Infrastructure, Unix Shell, Prompt Engineering, Generative AI, Cloud Computing Architecture

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Data Science Teams

    Skills you'll gain: Generative AI, Data Ethics, AI Product Strategy, AI Enablement, Prompt Engineering, Responsible AI, Data Synthesis, Data-Driven Decision-Making, Data Preprocessing, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Linear Algebra for ML and Analytics Training

    Skills you'll gain: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Feature Engineering, Applied Machine Learning, Analytics, Data Science, Unsupervised Learning

    Beginner · Course · 1 - 4 Weeks

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    Korea Advanced Institute of Science and Technology(KAIST)

    Math for AI Beginner Part 2 : Vector Calulus

    Skills you'll gain: Engineering Calculations, Applied Mathematics, Engineering Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Calculus, Mathematical Modeling, Advanced Mathematics, Machine Learning

    Beginner · Course · 1 - 3 Months

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    Coursera

    GenAI for Lead Scoring and Identification

    Skills you'll gain: Prompt Engineering, Responsible AI, Lead Generation, Data Ethics, Google Gemini, Sales Process, Generative AI, AI Enablement, Sales Enablement, OpenAI, ChatGPT, Automation, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Bayesian Network, Machine Learning Methods, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Dimensionality Reduction, Network Architecture, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Reliable Cloud Infrastructure: Design and Process en Français

    Skills you'll gain: Cloud Deployment, Cloud Infrastructure, Microservices, API Design, Application Deployment, Restful API, Kubernetes, Cloud Computing Architecture, Google Cloud Platform, Site Reliability Engineering, CI/CD, Cloud Computing, Network Architecture, Cloud Security, DevOps, Systems Design, Cloud Storage, System Monitoring, Scalability, Load Balancing

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Film Documentaries: Write, Film & Edit A Short Documentary

    Skills you'll gain: Cinematography, Videography, Post-Production, Video Production, Storytelling, Storyboarding, Editing, Writing, Creativity, Color Matching

    Beginner · Course · 1 - 3 Months

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    Packt

    No-Code AI Agents for Social Media - A Step-by-Step Guide

    Skills you'll gain: AI Workflows, Marketing Automation, Social Media Content, Generative AI

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Google Cloud

    Multimodality with Gemini

    Skills you'll gain: Google Gemini, Multimodal Prompts, Google Cloud Platform, Generative AI, Artificial Intelligence, LLM Application, Prompt Engineering

    Intermediate · Project · Less Than 2 Hours

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    LearnQuest

    Implementing Security in IoT and Edge Devices

    Skills you'll gain: Hardware Architecture, Security Engineering, Internet Of Things, Encryption, Information Systems Security, Vulnerability Assessments, Threat Modeling, Data Security, Security Requirements Analysis, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Authentications, Authorization (Computing)

    Beginner · Course · 1 - 4 Weeks

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

  • Fundamentals of Network Security and Cryptography: Packt
  • Gemini for Cloud Architects: Google Cloud
  • GenAI for Data Science Teams: Coursera
  • Linear Algebra for ML and Analytics Training: Simplilearn
  • Math for AI Beginner Part 2 : Vector Calulus: Korea Advanced Institute of Science and Technology(KAIST)
  • GenAI for Lead Scoring and Identification: Coursera
  • Generative AI: Foundations and Concepts: Northeastern University
  • Reliable Cloud Infrastructure: Design and Process en Français: Google Cloud
  • Film Documentaries: Write, Film & Edit A Short Documentary: Skillshare
  • No-Code AI Agents for Social Media - A Step-by-Step Guide: 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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