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#Naive Bayes Classifier

Showing: 9 courses
Serrano.Academy

Probability

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Explore Bayes Theorem, Hidden Markov Models, Shannon Entropy, Naive Bayes classifier, Beta distribution, and Thompson sampling in this friendly introduction to key probability concepts.
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5 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Serrano.Academy

Machine Learning

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Comprehensive introduction to key machine learning concepts, algorithms, and applications, covering testing, error metrics, recommendation systems, and various classification methods.
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8 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Augmented Startups

Machine Learning Fun and Easy

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Explore popular machine learning concepts through engaging lectures covering regression, clustering, neural networks, and more. Gain fundamental knowledge in an accessible, enjoyable format.
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13 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Fields Institute

Data Augmentation MCMC for Bayesian Inference from Privatized Data

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Explore data augmentation MCMC for Bayesian inference from privatized data, focusing on differential privacy challenges and solutions in statistical analysis.
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18 Lesons
28 minutes
On-Demand
Free-Video
Great Learning

Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier

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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.
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1 Lesons
2 hours 58 minutes
On-Demand
Free-Video
EuroPython Conference

Is That Spam in My Ham?

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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.
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24 Lesons
26 minutes
On-Demand
Free-Video
EuroPython Conference

Recipe for Text Analysis in Social Media

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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.
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1 Lesons
30 minutes
On-Demand
Free-Video
EuroPython Conference

Building a Naive Bayes Text Classifier with scikit-learn

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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.
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16 Lesons
30 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning: Bayesian Learning and Naive Classifiers - Lecture 27

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Master Bayesian learning concepts through practical examples like tennis prediction, exploring prior probability, model definitions, and naive classifiers for binary classification problems.
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9 Lesons
1 hour 19 minutes
On-Demand
Free-Video