Spam Detection Courses and Certifications

Introduction to AI for Cybersecurity

Gain foundational knowledge of AI in cybersecurity, exploring techniques to enhance security, detect threats, and secure systems through hands-on implementations using tools like Jupyter Notebooks.

• Coursera
• 9 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Data Science: Natural Language Processing (NLP) in Python

12718 ratings at Udemy

Applications: decrypting ciphers, spam detection, sentiment analysis, article spinners, and latent semantic analysis.

• Udemy
• 11 hours 55 minutes
• On-Demand
• Paid Course

NLP Course for Beginner

506 ratings at Udemy

Learn Natural Language Processing ( NLP ) & how to analyze text data.

• Udemy
• 1 hour 7 minutes
• On-Demand
• Paid Course

Packt

No-Code Machine Learning Using Amazon AWS SageMaker Canvas

Explore machine learning with AWS SageMaker Canvas. Build no-code models for spam detection, customer churn, and wine quality prediction. Learn data preparation, model creation, and result validation.

• Coursera
• 3 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Recurrent Neural Networks

143 ratings at LinkedIn Learning

Learn the basics of recurrent neural networks to get up and running with RNN quickly.

• LinkedIn Learning
• 1 hour 7 minutes
• On-Demand
• Free Trial Available

Google Analytics: Spam Proofing

32 ratings at LinkedIn Learning

Discover how to identify and remove spam from Google Analytics. Learn how to write filters to eliminate spam and how to use segments to view your historical data without any spam.

• LinkedIn Learning
• 29 minutes
• On-Demand
• Free Trial Available

Pilot Lecture: Do Computers Understand English?

8 ratings at The Great Courses Plus

<p>Uncover how—despite the ability to correct our spelling, complete our sentences, and distinguish between spam and a wanted email—computers operate without any comprehension of language.</p>

• The Great Courses Plus
• 32 minutes
• On-Demand
• Free Trial Available

Serrano.Academy

Naive Bayes Classifier - A Friendly Approach

Visual explanation of Bayes' Theorem and Naive Bayes algorithm, applied to spam detection. Accessible approach requiring only basic math skills and a desire to learn.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Black Hat

Security the Facebook Way

Explore Facebook's security values, spam prevention strategies, and innovative approaches to safeguarding user data in this insightful keynote presentation.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk

NDC Conferences

Does Spam Have an Opinion

Explore sentiment analysis of spam messages using cloud computing and machine learning, with a humorous twist involving llama photos.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

NDC Conferences

Does Spam Have an Opinion? Using Machine Learning to Understand Your Spam

Explore sentiment analysis of spam messages using machine learning and cloud computing, with a humorous twist involving llama photos.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Conference Talk

Sentiment Classification with Recurrent Neural Networks

This course will teach you how to build a system for sentiment classification. You'll learn the internal intricacies of Recurrent Neural Networks and implement a sentiment classifier using an open-source Amazon product review dataset.

• Pluralsight
• 1 hour 32 minutes
• On-Demand
• Free Trial Available

EuroPython Conference

When to Use Machine Learning - Tips, Tricks and Warnings

Discover when and how to effectively apply machine learning, with practical tips and real-world examples from open-source projects and cryptocurrency trading.

• YouTube
• 39 minutes
• On-Demand
• Conference Talk

EuroPython Conference

Building a Naive Bayes Text Classifier with scikit-learn

Learn to build a Naive Bayes text classifier using scikit-learn, exploring preprocessing techniques and feature extraction methods for effective spam detection in YouTube comments.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

USENIX Enigma Conference

Moderating End-to-End Encrypted Content - Balancing Privacy and Control

Exploring end-to-end encryption challenges, balancing privacy with content moderation needs. Proposes user-centric definitions and analyzes improvement strategies to maintain security while enhancing user experience.

• YouTube
• 22 minutes
• On-Demand
• Free Video