Naive Bayes Classifier Courses and Certifications

UofU Data Science

Machine Learning: Bayesian Learning and Naive Classifiers - Lecture 27

Master Bayesian learning concepts through practical examples like tennis prediction, exploring prior probability, model definitions, and naive classifiers for binary classification problems.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Great Learning

Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier

Explore logistic regression and Naive Bayes classifiers for supervised machine learning. Learn their advantages, applications, and implementation in classification tasks for data-driven decision making.

• YouTube
• 2 hours 58 minutes
• On-Demand
• Free Video

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

Coursera

NLP: Twitter Sentiment Analysis

374 ratings at Coursera

Train a Naive Bayes classifier to predict sentiment from Twitter tweets, enabling automated customer sentiment analysis for companies with social media presence.

• Coursera
• 2 hours 15 minutes
• On-Demand
• Paid Course

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

Natural Language Processing [ Building Real World Projects]

81 ratings at Udemy

Build Real World Applications of Natural Language Processing [COMPLETE PROJECT]

• Udemy
• 4 hours 14 minutes
• On-Demand
• Paid Course

AIoT Project: Naive Bayes based Smart Lighting

57 ratings at Udemy

A project-based course to build an AIoT system from theory to prototype

• Udemy
• 1 hour 44 minutes
• On-Demand
• Paid Course

Machine Learning for Beginner (AI) - Data Science

56 ratings at Udemy

Learn Machine Learning from scratch. Mathematical & Graphical explanation, Python projects and ebooks

• Udemy
• 6 hours 52 minutes
• On-Demand
• Paid Course

Coursera

Titanic Survival Prediction Using Machine Learning

19 ratings at Coursera

Predict Titanic survivors using logistic regression and Naive Bayes classifiers. Analyze passenger features to determine survival likelihood in this hands-on machine learning project.

• Coursera
• 2 hours 2 minutes
• On-Demand
• Paid Course

Coursera

Naive Bayes 101: Resume Selection with Machine Learning

17 ratings at Coursera

Build a Naïve Bayes Classifier to predict resume flagging, using 125 sample resumes. Learn to apply machine learning for efficient resume screening in recruitment processes.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Hands-On AI: Build a Generative Language Model from Scratch

306 ratings at LinkedIn Learning

Learn how to build your own artificial intelligence applications from scratch.

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

Coding Train

Coding Challenge 187 - Bayes Theorem

Master Bayes' theorem and build a Naive Bayes text classifier in JavaScript with p5.js, implementing word frequency analysis, Laplacian smoothing, and sentiment classification.

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

Fields Institute

Data Augmentation MCMC for Bayesian Inference from Privatized Data

Explore data augmentation MCMC for Bayesian inference from privatized data, focusing on differential privacy challenges and solutions in statistical analysis.

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

EuroPython Conference

Recipe for Text Analysis in Social Media

Explore text analysis in social media using Naïve Bayes classifiers, sentiment analysis, and linguistic information. Learn about opinion lexicons and supervised vs unsupervised learning approaches.

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

EuroPython Conference

Is That Spam in My Ham?

Learn to build a basic spam classifier using Python and Naive Bayes. Explore key machine learning concepts, implement a model to detect spam emails, and understand how to measure and improve classification performance.

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