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#Bayes Theorem

Showing: 33 courses
NPTEL

Probability and Random Variables - Processes for Wireless Communications

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Explore probability and random processes in wireless communications, covering axioms, conditional probability, random variables, and applications in fading channels and array processing.
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24 Lesons
10 hours
On-Demand
Free-Video
Great Learning

Probability and Statistics - Bayes Theorem Probability - Normal Distribution Probability

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Probability Theory and Statistics are very essential when it comes to data science or predictive modeling as they form the basis for decision making. Thus it becomes, extremely important for a data scientist to be good with probability.
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7 Lesons
2 hours 28 minutes
On-Demand
Free-Video
Great Learning

Statistics for Machine Learning - Full Course

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Comprehensive overview of statistical concepts for machine learning, covering probability, distributions, hypothesis testing, and practical implementation in R.
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7 Lesons
5 hours 21 minutes
On-Demand
Free-Video
Neha Agrawal Mathematically Inclined

Probability for CBSE-ISC Class XII

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Comprehensive coverage of probability concepts for Class XII, including conditional probability, multiplication theorem, Bayes' theorem, and binomial distribution, with practical examples and problem-solving techniques.
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6 Lesons
2 hours 30 minutes
On-Demand
Free-Video
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
Acadgild

Statistics Tutorials

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Comprehensive overview of statistical concepts, from basics to advanced topics, covering descriptive and inferential methods, probability theory, and data analysis techniques.
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7 Lesons
30 minutes
On-Demand
Free-Video

Stochastic Maps and Bayes' Theorem

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Explore categorical probability theory through diagrammatic representations, focusing on stochastic maps, conditional probabilities, and Bayes' theorem.
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4 Lesons
30 minutes
On-Demand
Free-Video

Categorical Probability Theory

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Explore Kleisli categories, probability theory, and stochastic maps. Learn about the Giry monad, Markov kernels, conditional probabilities, and Bayes' theorem in this advanced mathematical study.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Professor Knudson

Probability Groundwork

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Explore fundamental concepts of probability, including conditional probability, total probability law, Bayes' theorem, and independent events in this comprehensive introduction.
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11 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Probability & Statistics

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Comprehensive overview of key probability and statistics concepts, from permutations to distributions, enhancing analytical skills for data interpretation and decision-making.
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14 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Basics of Probability

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Explore fundamental concepts of probability, including random variables, distributions, and Bayes' Theorem, to model uncertainty and make informed decisions.
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7 Lesons
30 minutes
On-Demand
Free-Video

E2EML - How Selected Models and Methods Work

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Explore key machine learning algorithms and methods, including decision trees, Bayes Theorem, autocorrelation, Support Vector Machines, and k-nearest neighbors, in this comprehensive video series.
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5 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Cool Math Series

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Explore fascinating mathematical concepts, from knot theory to non-Euclidean geometry, in an accessible and engaging series designed for a wide audience.
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23 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Coding Train

The Monty Hall Problem

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Explore the Monty Hall Problem through JavaScript and p5.js, learning probability concepts, DOM manipulation, and coding techniques while building an interactive simulation.
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10 Lesons
32 minutes
On-Demand
Free-Video
Great Learning

Normal Distribution Probability - Standard Normal Distribution - Normal Distribution and Z Scores

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Comprehensive exploration of normal distribution, probability, and sampling, covering key concepts and applications in various fields. Includes practical examples and problem-solving demonstrations.
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5 Lesons
2 hours 44 minutes
On-Demand
Free-Video

Classic Biostatistics Videos

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Comprehensive video series covering key biostatistics concepts for medical exams, including study designs, risk assessments, and diagnostic test evaluations.
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7 Lesons
30 minutes
On-Demand
Free-Video
Data Science Dojo

Crash Course on Naive Bayes Classification

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Comprehensive introduction to Naive Bayes classification, covering theory and practical applications through R coding examples, from probability basics to real-world predictive models.
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13 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Great Learning

Naïve Bayes Algorithm in Hindi - Naïve Bayes Classifier Explained - Machine Learning

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हिंदी में नाइव बेयस एल्गोरिथम की व्याख्या, जो मशीन लर्निंग में वर्गीकरण के लिए उपयोग किया जाता है। यह स्पैम फ़िल्टरिंग, टेक्स्ट विश्लेषण और चिकित्सा निदान जैसे अनुप्रयोगों पर केंद्रित है।
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6 Lesons
35 minutes
On-Demand
Free-Video
Derek Banas

Comprehensive Introduction to Probability Theory and Applications

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Comprehensive overview of probability concepts, from basic definitions to advanced distributions, with real-world examples and formulas for practical application in data science and statistics.
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47 Lesons
47 minutes
On-Demand
Free-Video
Great Learning

Introduction to Probability

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Explore fundamental probability concepts, including basic types and their applications in predicting event outcomes and understanding variable behavior in diverse environments.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Great Learning

Role of Mathematics in Data Science and How to Learn - Data Science

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Explore the essential mathematical concepts for data science, including statistics, probability, and normal distribution, with practical examples and problem-solving exercises.
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1 Lesons
1 hour
On-Demand
Free-Video
International Centre for Theoretical Sciences

Statistics and Data Analysis for Cosmology - Lecture 1

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Explore probability concepts in cosmology, including joint and conditional probability, PDFs, independence, Bayes' theorem, and data modeling for analyzing cosmic phenomena.
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10 Lesons
1 hour 6 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Introduction to Probability and Bayesian Inference - Lecture 1

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Explore probability fundamentals and Bayesian inference principles in this comprehensive lecture, laying the groundwork for advanced data assimilation techniques in weather and climate modeling.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
MITCBMM

Predicting and Perceiving Degraded Speech

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Explore speech perception challenges, cochlear implants, and predictive coding in this talk on improving speech understanding and perceptual learning for degraded speech signals.
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18 Lesons
41 minutes
On-Demand
Free-Video
UofU Data Science

Hidden Markov Models - Parameter Estimation and Efficient Inference

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Master parameter estimation and efficient inference techniques for Hidden Markov Models, exploring key algorithms and mathematical foundations for probabilistic sequence modeling and pattern recognition.
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1 Lesons
1 hour
On-Demand
Free-Video
Conf42

Probabilistic Programming in Python - Conf42 Python 2024

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Explore Bayesian statistics, probabilistic modeling, and MCMC in Python. Learn key concepts and practical applications through demonstrations and workflow explanations.
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11 Lesons
14 minutes
On-Demand
Free-Video
Security BSides San Francisco

Using Ancient Math to Speed Up Security Assessments of Windows Executables

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Discover how to accelerate Windows executable security assessments using Euclidean Distance and Bayes Theorem, enabling rapid triage and efficient risk reduction in regulated environments.
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1 Lesons
31 minutes
On-Demand
Free-Video
RSA Conference

The Metrics Manifesto

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Discover predictive analytics for security, including decision science, Bayesian methods, and quantitative risk management. Learn to measure attack surface and present advanced metrics to boards.
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1 Lesons
36 minutes
On-Demand
Free-Video
PHP UK Conference

Simple Machine Learning

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Explore basic machine learning approaches for classification in PHP, with real-world applications and practical demonstrations.
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24 Lesons
55 minutes
On-Demand
Free-Video
Serrano.Academy

Naive Bayes Classifier - A Friendly Approach

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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.
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5 Lesons
20 minutes
On-Demand
Free-Video
UofU Data Science

Conditional Probability - Lecture 3

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Master conditional probability concepts through practical examples and theoretical foundations, enhancing your understanding of statistical dependencies and probabilistic reasoning.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
UofU Data Science

Bayes Rule and Its Applications in Machine Learning - Lecture 5

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Master Bayes' Rule fundamentals through practical examples and discover its crucial applications in machine learning for calculating model probabilities from data.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Steve Brunton

Conditional Probabilities in Data Analysis and Statistics

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Master conditional probability concepts through clear examples and practical applications, exploring fundamental principles and calculations for statistical analysis.
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1 Lesons
13 minutes
On-Demand
Free-Video