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  • Feature Engineering

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

    Simplilearn

    Master Basics of Cybersecurity Fundamentals Training

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Encryption, Cybersecurity, Threat Detection, Exploitation techniques, Data Encryption Standard, Threat Modeling, Security Awareness, Cryptography, Cyber Attacks, Data Security, Databases, Malware Protection, Penetration Testing, AI Security, Vulnerability Assessments, Application Security, Security Engineering, Artificial Intelligence, SQL

    5 stars, 7 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (7) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Build AI Agents with Practical App Design

    Skills you'll gain: Agentic Workflows, Technical Communication, AI Enablement, Model Deployment, AI Workflows, Generative AI Agents, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, AI Orchestration, Agentic systems, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Network Foundations and Addressing

    Skills you'll gain: TCP/IP, Network Architecture, Network Routers, Networking Hardware, Network Planning And Design, General Networking, Network Security, Dynamic Host Configuration Protocol (DHCP), Network Infrastructure, Network Administration, Network Troubleshooting, Computer Networking, Network Engineering, Network Protocols, Network Switches, Scalability

    4.6 stars, 17 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.6 (17) · Beginner · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Explainable AI (XAI)

    Skills you'll gain: Incident Management, Governance, Incident Response, Data Governance, Compliance Management, Policy Development, Risk Management, Governance Risk Management and Compliance, Risk Management Framework, Supplier Risk Management, Artificial Intelligence, Model Training, AI Security, Testability, Statistical Methods, Data Science, Model Optimization, Applied Machine Learning, Machine Learning Methods, Python Programming

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Advanced Neural Network Techniques

    Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Generative Model Architectures, Unsupervised Learning, Responsible AI, Data Ethics, Markov Model

    4 stars, 7 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4 (7) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Meta

    Job Search with GenAI

    Skills you'll gain: LinkedIn, Interviewing Skills, Generative AI, Responsible AI, Professional Networking, AI Personalization, AI literacy, Web Presence, Negotiation, Professional Development, Prompt Engineering, Goal Setting, Communication Strategies, Follow Through, Professionalism

    5 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (7) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    The University of Chicago

    Machine Learning: Concepts and Applications

    Skills you'll gain: Keras (Neural Network Library), Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Statistical Machine Learning, Machine Learning Software, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Classification Algorithms, Supervised Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm, Model Training, Dimensionality Reduction, Model Evaluation, Data Preprocessing

    3.9 stars, 25 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (25) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Birla Institute of Technology & Science, Pilani

    Graphs and Networks

    Skills you'll gain: Graph Theory, Network Analysis, Social Network Analysis, Graphing, Combinatorics, Network Model, Network Engineering, Mathematical Modeling, Applied Mathematics, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Problem Solving, Embeddings

    Intermediate · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
  • S

    SkillsBooster Academy

    Business Analysis with AI

    Skills you'll gain: Prompt Engineering, Data Ethics, Prompt Patterns, Business Analysis, Responsible AI, Process Analysis, Business Analytics, Data Analysis, Competitive Analysis, Market Research, Anthropic Claude, Generative AI, Business Communication, Gap Analysis, Stakeholder Communications, ChatGPT, Google Gemini, User Story, Forecasting, Decision Making

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Next-Gen AI Development with Hugging Face

    Skills you'll gain: Prompt Engineering, Hugging Face, Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), CI/CD, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Transfer Learning, Agentic Workflows, Data Preprocessing, Generative AI Agents, Model Training, Large Language Modeling, Image Analysis, Rust (Programming Language), Model Optimization, AI Orchestration

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Generative AI - Your Personal Code Reviewer

    Skills you'll gain: Prompt Engineering, Generative AI, Code Review, AI Workflows, AI literacy, Debugging, Responsible AI, Machine Learning Methods, Maintainability, Data Cleansing, Software Documentation

    4.6 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Post-Quantum Cryptography Foundations

    Skills you'll gain: Key Management, Cryptography, Cryptographic Protocols, Advanced Encryption Standard (AES), Cybersecurity, IT Security Architecture, Public Key Infrastructure, Public Key Cryptography Standards (PKCS), Encryption, Cyber Security Policies, Network Security, Computer Security, Quantum computing, NIST 800-53, Information Privacy, Security Management, Risk Management, Network Protocols, Negotiation, Communication

    Beginner · Course · 1 - 4 Weeks

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

  • Master Basics of Cybersecurity Fundamentals Training: Simplilearn
  • Build AI Agents with Practical App Design: LearnQuest
  • Network Foundations and Addressing: Packt
  • Explainable AI (XAI): Edureka
  • Advanced Neural Network Techniques: Johns Hopkins University
  • Job Search with GenAI: Meta
  • Machine Learning: Concepts and Applications: The University of Chicago
  • Graphs and Networks: Birla Institute of Technology & Science, Pilani
  • Business Analysis with AI: SkillsBooster Academy
  • Next-Gen AI Development with Hugging Face: Pragmatic AI Labs

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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