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#Conditional Probability

Showing: 44 courses
METUopencouseware

Probability and Random Variables

2 rewiews
Comprehensive exploration of probability theory and random variables, covering axioms, distributions, expectations, and advanced concepts for a solid foundation in statistical analysis.
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40 Lesons
1 day 4 hours
On-Demand
Free-Video
jbstatistics

Basics of Probability

1 rewiews
Learn fundamental probability concepts including unions, intersections, complements, conditional probability, independence, and De Morgan's Laws through clear explanations and examples.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Harvard University

Statistics 110 - Probability

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Comprehensive introduction to probability theory, covering fundamental concepts, distributions, and applications. Ideal for understanding statistics, science, and randomness in various fields.
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35 Lesons
1 day 3 hours
On-Demand
Free-Video
NPTEL

Probability Foundation for Electrical Engineers

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Comprehensive exploration of probability theory for electrical engineers, covering fundamental concepts, random variables, expectation, and limit theorems with rigorous mathematical foundations.
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49 Lesons
1 day 14 hours
On-Demand
Free-Video
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
NPTEL

Stochastic Structural Dynamics

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Comprehensive exploration of probability, random variables, processes, and vibrations in structural dynamics, covering theory and applications in earthquake engineering and system failure analysis.
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40 Lesons
1 day 13 hours
On-Demand
Free-Video
Rensselaer Polytechnic Institute

Engineering Probability Lectures, Fall 2018

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Comprehensive lecture series on engineering probability, covering fundamental concepts, discrete and continuous random variables, estimation techniques, and hypothesis testing.
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22 Lesons
22 hours
On-Demand
Free-Video

Probability Bites

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Comprehensive video series covering key engineering probability concepts, from basic axioms to advanced topics like hypothesis testing and random number generation.
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75 Lesons
11 hours
On-Demand
Free-Video
Great Learning

Statistics for Data Science - Probability and Statistics Tutorial

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One of the most critical aspects of the data science approach is our perception of getting the information processed. In developing insights from our accumulated data, we dig out the possibilities. And those possibilities are known as statistical analysi…
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10 Lesons
7 hours 13 minutes
On-Demand
Free-Video
statisticsmatt

Probability Measure

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Explore set theory, fields, sigma fields, measurable spaces, and probability measures. Delve into conditional probability, independence, random variables, and distribution functions.
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34 Lesons
7 hours
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
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
365 Data Science

Probability Basics

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Learn fundamental probability concepts, distributions, and statistical techniques essential for data science and analytics.
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15 Lesons
2 hours 30 minutes
On-Demand
Free-Video
The Bright Side of Mathematics

Probability Theory

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Comprehensive exploration of probability theory, covering key concepts from basic measures to advanced topics like random variables and distribution functions.
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15 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Statistics

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Comprehensive video series covering statistical concepts, Excel applications, matrix algebra, probability, and hypothesis testing for practical data analysis skills.
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44 Lesons
6 hours
On-Demand
Free-Video

Special Topics in Linear Algebra

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Explore advanced linear algebra topics including least squares approximation, error-correcting codes, functional calculus, affine transformations, stochastic maps, and C*-algebras.
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28 Lesons
5 hours
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

Probability for Actuarial Science

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Comprehensive preparation for actuarial probability exams, covering key concepts from set theory to multivariate distributions with practical examples and visual explanations.
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41 Lesons
11 hours
On-Demand
Free-Video
Michael Penn

Basic Probability Examples

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Explore fundamental probability concepts through practical examples, covering conditional probability, independent events, and more.
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1 Lesons
24 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
Insights into Mathematics

Total Probability, Bayes' Rule and Tree Diagrams - Probability and Statistics

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Explore total probability, Bayes' rule, and tree diagrams in probability and statistics. Learn about mutually independent events and apply these concepts to real-world scenarios, including medical statistics.
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8 Lesons
52 minutes
On-Demand
Free-Video
Insights into Mathematics

Probability Spaces, Events, and Conditional Probabilities

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Explore probability spaces, events, and conditional probabilities. Learn about sample spaces, visualizations, independence, and practical applications using chess board examples.
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6 Lesons
49 minutes
On-Demand
Free-Video
Gautam Varde

Two-Dimensional Conditional Probability Distribution - Advanced Mathematics

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Explore 2D conditional probability distribution with numerical examples, essential for engineering and science students in probability and statistics.
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1 Lesons
10 minutes
On-Demand
Free-Video
Gautam Varde

Conditional Probability and Total Probability - Engineering Mathematics

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Explore conditional and total probability concepts with practical problems, enhancing your understanding of these crucial engineering mathematics topics.
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1 Lesons
12 minutes
On-Demand
Free-Video
Gautam Varde

Probability: Picking Colored Balls from a Box or Bag - Advanced Mathematics

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Learn to solve probability problems involving colored balls in boxes or bags, with applications in engineering and advanced mathematics.
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1 Lesons
14 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Conditional Propagation of Chaos for Generalized Hawkes Processes

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Explore conditional propagation of chaos in generalized Hawkes processes with Eva Löcherbach's mathematical analysis of stochastic systems and numerical probability.
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1 Lesons
43 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Conditional Probability Density Functional Theory - IPAM at UCLA

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Explore conditional probability density functional theory for electronic structure calculations, addressing challenges in DFT and offering insights into ground-state correlations and warm dense matter simulations.
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31 Lesons
51 minutes
On-Demand
Free-Video
Aladdin Persson

Latent Dirichlet Allocation with Gibbs Sampling Explained

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Comprehensive explanation of Latent Dirichlet Allocation (LDA) with Gibbs Sampling, covering topic modeling, posterior inference, and implementation details. Ideal for those interested in understanding this classic machine learning technique.
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10 Lesons
33 minutes
On-Demand
Free-Video
ACM SIGPLAN

Lilac: A Modal Separation Logic for Conditional Probability

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Explore Lilac, a novel separation logic for probabilistic programs, introducing a modality for conditional probability reasoning and validating its effectiveness through formal verification examples.
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1 Lesons
19 minutes
On-Demand
Free-Video
NDC Conferences

An AI with an Agenda - How Our Cognitive Biases Leak Into Machine Learning

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Explores how human cognitive biases can infiltrate AI and machine learning models, offering strategies to mitigate these issues and create more objective, ethical algorithms.
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22 Lesons
56 minutes
On-Demand
Free-Video
Models of Consciousness Conferences

Probabilistic Model Based on Hausdorff Measures to Represent Unconscious and Conscious Activity of Human Brain

0 rewiews
Explore how Hausdorff measures and probabilistic models explain human consciousness, cognitive biases, and selective attention through mathematical frameworks and real-world examples.
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1 Lesons
26 minutes
On-Demand
Free-Video
NDC Conferences

Machine Learning in the Real World

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Explore real-world challenges in IoT and big data, focusing on data quality, precision, and practical considerations before diving into machine learning algorithms.
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17 Lesons
57 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

Probability and Statistics: Understanding Independence - Lecture 4

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Master the concept of independence in probability theory through detailed explanations, examples, and practical applications in statistical analysis and data science.
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1 Lesons
1 hour 19 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
UofU Data Science

Probability and Statistics: Joint Discrete Random Variables and Distributions - Lecture 9

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Master probability concepts from exponential distribution to joint discrete random variables, including marginal and conditional probability calculations for comprehensive statistical analysis.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Data-Driven Latent Representations for Time-Dependent Problems - Lecture 3

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Explore data-driven latent representations for time-dependent problems, focusing on applications in climate downscaling, superresolution, and optimal transport.
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17 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Steve Brunton

The Law of Total Probability - Understanding Conditional Probability Fundamentals

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Master the Law of Total Probability through clear explanations and practical examples, understanding its fundamental role in probability theory and statistical analysis.
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1 Lesons
10 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