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

Natural Language Processing [ Building Real World Projects]

76 ratings at Udemy

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

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

Artificial Intelligence and IoT: Naive Bayes

50 ratings at Udemy

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

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Machine Learning for Beginner (AI) - Data Science

49 ratings at Udemy

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

• Udemy
• 7 hours
• 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

Serrano.Academy

Probability

Explore Bayes Theorem, Hidden Markov Models, Shannon Entropy, Naive Bayes classifier, Beta distribution, and Thompson sampling in this friendly introduction to key probability concepts.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Serrano.Academy

Machine Learning

Comprehensive introduction to key machine learning concepts, algorithms, and applications, covering testing, error metrics, recommendation systems, and various classification methods.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Augmented Startups

Machine Learning Fun and Easy

Explore popular machine learning concepts through engaging lectures covering regression, clustering, neural networks, and more. Gain fundamental knowledge in an accessible, enjoyable format.

• YouTube
• 2 hours 30 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

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

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

code::dive conference

Building NLP Classifiers from Ground Up with C++ and Python Binding

Dive into sentiment analysis implementation using NLP and machine learning, covering data processing, classification methods, and mathematical foundations in C++ and Python.

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

NLP: Twitter Sentiment Analysis

361 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