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NPTEL

Advanced Process Control

9 rewiews
Comprehensive exploration of advanced process control techniques, covering linearization, modeling, stability analysis, stochastic processes, and control design methods for complex industrial systems.
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26 Lesons
1 day 10 hours
On-Demand
Free-Video

Probability and Random Processes

3 rewiews
Explore random variables, probability distributions, and stochastic processes through intuitive explanations and practical applications in parameter estimation and noisy measurements.
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21 Lesons
3 hours 30 minutes
On-Demand
Free-Video
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
Professor Knudson

Moment Generating Functions

1 rewiews
Explore moment generating functions in-depth with Professor Knudson's comprehensive 8-part video series, covering theory and applications in probability and statistics.
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8 Lesons
30 minutes
On-Demand
Free-Video

Risk Modelling and Survival Analysis - Actuarial Science

1 rewiews
Explore stochastic processes, Markov chains, risk modeling, and survival analysis in actuarial science. Learn key concepts and tackle past exam questions using R for practical applications.
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13 Lesons
11 hours
On-Demand
Free-Video
Coding Train

Pi Revealed in a Pile of Toothpicks

1 rewiews
Discover how dropping toothpicks can approximate pi in this coding simulation. Learn about Buffon's Needle problem, probability density functions, and implement the experiment using p5.js.
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24 Lesons
25 minutes
On-Demand
Free-Video
USC Probability and Statistics Seminar

Set-Valued Martingales and Backward Stochastic Differential Equations - Lecture

1 rewiews
Explore set-valued backward stochastic differential equations and martingale representation, connecting dynamic risk measures to advanced probability theory concepts.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
statisticsmatt

Statistical Distributions

2 rewiews
Comprehensive exploration of advanced statistical distributions, covering derivations, properties, and applications of various probability models for in-depth understanding and analysis.
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21 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Biostatistics and Research Methodology

1 rewiews
Comprehensive exploration of biostatistics and research methodology, covering statistical concepts, sampling techniques, hypothesis testing, and research design for pharmacy students.
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70 Lesons
19 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

0 rewiews
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
Stanford University

Deep Generative Models - Maximum Likelihood Learning - Lecture 4

0 rewiews
Explore maximum likelihood learning in deep generative models with Stanford's Stefano Ermon. Gain insights into advanced AI techniques and their applications in this comprehensive lecture.
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1 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Lecture 2: Background

0 rewiews
Explore fundamental concepts and background for deep generative models, covering essential topics to build a strong foundation in this advanced machine learning field.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Normalizing Flows - Lecture 9

0 rewiews
Explore normalizing flows in deep generative models, focusing on their principles, applications, and recent advancements in this Stanford lecture by Prof. Stefano Ermon.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Stanford University

Stanford CS236: Deep Generative Models - Lecture 7 - Normalizing Flows

0 rewiews
Explore normalizing flows in deep generative models with Stanford's Stefano Ermon. Learn advanced techniques for creating flexible and expressive probability distributions in machine learning.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Lecture 5: Asymptotic Equipartition Property

0 rewiews
Explore the Asymptotic Equipartition Property in data compression, a fundamental concept for understanding information theory and efficient coding techniques.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

0 rewiews
Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Yale University

Efficient Markets Hypothesis and Its Limitations - Financial Markets Lecture 7

0 rewiews
Explore the Efficient Markets Hypothesis, its implications for stock prices, and critiques of the theory through empirical evidence and alternative models of market behavior.
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5 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Yale University

Technology and Invention in Finance - Financial Markets

0 rewiews
Explore financial technology's societal impact, from limited liability corporations to inflation indexation and swap contracts, emphasizing the evolution and importance of financial inventions in managing risks.
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7 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Yale University

Risk and Financial Crises - Probability Theory in Financial Markets

0 rewiews
Explore probability theory in financial crises context, covering expected value, variance, covariance, and regression analysis. Learn about risk decomposition and the limitations of normal distribution assumptions in finance.
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6 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Yale University

The Universal Principle of Risk Management - Pooling and Hedging Risks

0 rewiews
Explore probability theory, statistics, and financial analysis methods essential for risk management and understanding the time value of money in financial markets.
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6 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Yale University

Insurance: The Archetypal Risk Management Institution - Financial Markets

0 rewiews
Explore insurance as a risk management tool, its historical development, regulatory aspects, and current challenges in this comprehensive lecture on financial markets.
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7 Lesons
1 hour 15 minutes
On-Demand
Free-Video
NPTEL

Probability & Random Variables

0 rewiews
Comprehensive exploration of probability theory, random variables, and stochastic processes, covering fundamental concepts to advanced topics like spectral analysis and adaptive filtering.
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40 Lesons
1 day 16 hours
On-Demand
Free-Video
NPTEL

Mathematics - Probability and Statistics

0 rewiews
Comprehensive exploration of probability and statistics, covering set theory, probability laws, distributions, sampling, descriptive statistics, estimation, and hypothesis testing.
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40 Lesons
1 day 14 hours
On-Demand
Free-Video
NPTEL

Probability and Statistics

0 rewiews
Comprehensive exploration of probability theory, statistical distributions, sampling, estimation, and hypothesis testing, providing a solid foundation for data analysis and statistical inference.
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40 Lesons
1 day 14 hours
On-Demand
Free-Video
NPTEL

Probability Foundation for Electrical Engineers

0 rewiews
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

0 rewiews
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

Estimation of Signals and Systems

0 rewiews
This course covers lessons on probability theory, random variables, mean and variance, linear signal models, z-transform, Kalman filter, variants of least squares estimation, and estimation problems in instrumentation and control.
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30 Lesons
1 day 2 hours
On-Demand
Free-Video
NPTEL

Probability Methods in Civil Engineering

0 rewiews
Comprehensive exploration of probability concepts, distributions, and statistical methods applied to civil engineering problems, enhancing analytical skills for real-world applications.
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40 Lesons
1 day 13 hours
On-Demand
Free-Video
NPTEL

Statistical Mechanics

0 rewiews
Comprehensive exploration of probability, statistical ensembles, and quantum mechanics, covering discrete and continuous distributions, entropy, and applications to physical systems.
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35 Lesons
1 day 6 hours
On-Demand
Free-Video
Santa Fe Institute

A Statistical Physicist Looks at Some Complex Systems

0 rewiews
Explore complex systems through statistical physics, examining random walks, lead changes in sports, and data analysis techniques for understanding dynamic processes.
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13 Lesons
39 minutes
On-Demand
Free-Video
Santa Fe Institute

Why Are Cell Populations Maintained via Multiple Intermediate Compartments?

0 rewiews
Explore the efficiency of multiple intermediate compartments in maintaining cell populations, minimizing clonality, and optimizing division rounds from progenitors to product cells.
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18 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Santa Fe Institute

How on Earth Can Aliens Survive? Concept and Case Study

0 rewiews
Explore evolutionary robustness, its breakdown, and implications for complex diseases. Delve into concepts like shifting balance theory and cultural evolution in this thought-provoking seminar.
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13 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Santa Fe Institute

The Laws of Life, Time and Chance

0 rewiews
Explore the intersection of physics and biology, uncovering mathematical frameworks for understanding life, time, and probability. Discover how chance governs cellular behavior and impacts complex biological phenomena.
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1 Lesons
48 minutes
On-Demand
Free-Video
Santa Fe Institute

The Science of Success - What's Luck Got to Do with It?

0 rewiews
Explore the interplay of skill and luck in shaping life outcomes. Learn to define, measure, and improve skill while managing luck, with examples from sports, entertainment, and business.
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1 Lesons
55 minutes
On-Demand
Free-Video
Santa Fe Institute

I Get All the News I Need from the Sports Section - Analyzing Streaks in Sports

0 rewiews
Explore how statistical analysis challenges the concept of "hot streaks" in sports, revealing that scoring patterns are largely random and that professional sports are becoming increasingly competitive.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Santa Fe Institute

Randomness Everywhere - Understanding Random Walk Models and Their Applications

0 rewiews
Explore the fascinating world of randomness with physicist Sid Redner. Discover how random walk models explain everyday phenomena, from stock prices to gambling, and their applications in various fields.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Santa Fe Institute

Mandelbrot, 1/f Noise, and The Mind's Eye in Complexity Science

0 rewiews
Exploring Mandelbrot's contributions to 1/f noise, long-range dependence, and fractional models. Discusses the impact of cognitive diversity on scientific progress and the importance of visual thinking in mathematics.
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1 Lesons
50 minutes
On-Demand
Free-Video
Santa Fe Institute

Stochastic Learning Dynamics and Generalization in Neural Networks

0 rewiews
Explore stochastic learning dynamics and generalization in neural networks, uncovering key insights into their behavior and performance in various applications.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Santa Fe Institute

The Laws of Sensitivity for Small Nonequilibrium Systems

0 rewiews
Explore laws constraining sensitivity in small, nonequilibrium systems. Uncover mechanisms behind biochemical switches, sensors, and molecular discrimination, with implications for gene regulation models.
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23 Lesons
52 minutes
On-Demand
Free-Video
Santa Fe Institute

Bayesianism and Explanationism in Scientific Reasoning

0 rewiews
Explore the philosophical approaches of Bayesianism and Explanationism, examining their principles, applications, and implications for scientific reasoning and knowledge acquisition.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Santa Fe Institute

Luck, Skill, and Inequality in Games and Social Hierarchies

0 rewiews
Explore the interplay of luck, skill, and inequality in games and societal structures, examining their impact on hierarchies and outcomes.
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1 Lesons
59 minutes
On-Demand
Free-Video
NPTEL

Financial Derivatives and Risk Management

0 rewiews
Comprehensive exploration of financial derivatives, risk management, and option pricing, covering forwards, futures, hedging strategies, portfolio theory, interest rates, and stochastic processes.
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61 Lesons
1 day 9 hours
On-Demand
Free-Video
NPTEL

Stochastic Structural Dynamics

0 rewiews
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
NPTEL

Manufacturing Systems Technology Part II

0 rewiews
Explore quality engineering, design experiments, and statistical tools for manufacturing. Learn robust design, control charts, and probability distributions to enhance product quality and process efficiency.
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30 Lesons
10 hours
On-Demand
Free-Video
NPTEL

Advanced Probability Theory

0 rewiews
The course introduces the concept of probability through Kolmogorov’s Axioms. It develops the concept of probability density function, cumulative distribution function, and introduces the concept of a random variable.
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30 Lesons
1 day 5 hours
On-Demand
Free-Video
University of Oxford

From Ronald Ross to ChatGPT: The Birth and Strange Life of the Random Walk

0 rewiews
Explore the fascinating history of random walks in mathematics, from mosquito control to AI, and their impact on various fields including physics, finance, and theology.
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1 Lesons
54 minutes
On-Demand
Free-Video
New York University (NYU)

When to Sell an Asset? A Distribution Builder Approach

0 rewiews
Explore optimal asset selling strategies using distribution builder approach, analyzing utility functions, investor behavior, and market dynamics in this mathematical finance lecture.
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12 Lesons
1 hour 6 minutes
On-Demand
Free-Video
New York University (NYU)

Dependent Stopping Times and Application to Credit Risk Theory - BQE Lecture Series

0 rewiews
Explore dependent stopping times in credit risk theory, covering Cox construction, instantaneous default, and systemic risk measures in financial markets.
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13 Lesons
59 minutes
On-Demand
Free-Video
New York University (NYU)

Turbulence in Finance - BQE Lecture Series

0 rewiews
Explore financial turbulence with Mike Lipkin, covering topics like order drop, rough paths, and hedging strategies in this insightful lecture on advanced quantitative finance concepts.
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18 Lesons
56 minutes
On-Demand
Free-Video
NPTEL

Basic Statistical Mechanics

0 rewiews
The present course will address the basic postulates of Statistical Mechanics and then will show how starting from the basic postulates one builds a formidable framework that can be used to explain phenomena mentioned above.
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62 Lesons
1 day 7 hours
On-Demand
Free-Video
NPTEL

Statistical Mechanics

0 rewiews
The course provides a fundamental understanding of Thermodynamics and Statistical Mechanics. It starts with the fundamental concepts of thermodynamics and builds on its foundation, the principles of statistical mechanics. It does not require a prior expo…
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66 Lesons
1 day 7 hours
On-Demand
Free-Video
NPTEL

Advanced Thermodynamics and Molecular Simulations

0 rewiews
Explore advanced thermodynamics and molecular simulations, covering probability distributions, ensembles, phase equilibria, and computational methods for analyzing complex molecular systems.
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61 Lesons
1 day 10 hours
On-Demand
Free-Video
University of Central Florida

Contextual Image Understanding and Scene Identification in Videos - Thesis Defense

0 rewiews
Explore image understanding using context, focusing on scene identification and object detection in videos through innovative techniques like Top-Down Visual Tree representation and Random Walk incorporation.
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29 Lesons
42 minutes
On-Demand
Free-Video
METUopencouseware

Signals and Systems II

0 rewiews
Comprehensive exploration of advanced signal processing concepts, including probability theory, random variables, stochastic processes, and spectral analysis for electrical engineering applications.
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42 Lesons
1 day 8 hours
On-Demand
Free-Video
METUopencouseware

Statistical Mechanics - Prof. Dr. Mehmet Tomak

0 rewiews
Comprehensive exploration of statistical mechanics principles through 36 lectures, covering fundamental concepts and advanced topics over 12 weeks.
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36 Lesons
1 day 2 hours
On-Demand
Free-Video
University of Houston-Clear Lake

Probability

0 rewiews
Explore probability concepts, from basic principles to advanced topics like mutually exclusive events and binomial coefficients, enhancing your statistical analysis skills.
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7 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Rensselaer Polytechnic Institute

Engineering Probability Lectures, Fall 2018

0 rewiews
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
Fields Institute

Continuum Limit of Moran Birth-Death and Death-Birth Process - Fisher-Waves Speeds

0 rewiews
Explore the continuum limit of Moran birth-death and death-birth processes, focusing on Fisher-wave speeds in this 28-minute lecture by Kamran Kaveh from Harvard University. Delve into advanced concepts in mathematical oncology and computational medicine…
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1 Lesons
28 minutes
On-Demand
Free-Video
Fields Institute

Mathematical Modeling of Blood Cancer and Premalignancy

0 rewiews
Explore a 33-minute lecture on mathematical modeling of blood cancer and premalignancy presented by Morten Andersen and Jordan Snyder from Roskilde University. Delivered on October 3, 2024, as part of the Ecology and Evolution of Cancer series and the Th…
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1 Lesons
33 minutes
On-Demand
Free-Video
Fields Institute

Estimating Clonal Dynamics Using Coalescent Theory and Branching Processes

0 rewiews
Explore a 39-minute lecture on estimating clonal dynamics through coalescent theory and branching processes, delivered by Kit Curtius from the University of California, San Diego. Delve into the intersection of mathematics and oncology as part of the Fie…
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1 Lesons
39 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Entropy and Curvature of Markov Chains on Metric Spaces

0 rewiews
Explore the Peres-Tetali conjecture and its implications for Markov chains in this 57-minute lecture by Justin Salez from the Hausdorff Center for Mathematics. Delve into the relationship between contraction in Wasserstein distance and relative entropy f…
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1 Lesons
57 minutes
On-Demand
Free-Video
Fields Institute

Genetic Composition of Supercritical Branching Populations Under Power Law Mutation Rate

0 rewiews
Explore genetic composition in supercritical branching populations, focusing on power law mutation rates and their implications for evolutionary dynamics.
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1 Lesons
46 minutes
On-Demand
Free-Video
Gautam Varde

Bounds on Probability and Chebyshev's Inequality in Probability and Statistics

0 rewiews
Explore Chebyshev's Inequality, its derivation, and practical applications in probability and statistics for engineering and business students.
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1 Lesons
24 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Branching Processes for Cascades on Networks

0 rewiews
Explore branching processes and their application to network cascades, gaining insights into complex system dynamics and interdisciplinary physics concepts.
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1 Lesons
57 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Conditioned Exit Measures of Non-Local Branching Processes

0 rewiews
Explore conditioned exit measures of non-local branching processes in this mathematical conference talk by Emma Horton at CIRM.
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1 Lesons
31 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Accessibility Percolation for the Rough Mount Fuji Model

0 rewiews
Explore accessibility percolation in the rough Mount Fuji model through a mathematical conference talk by Matt Roberts at CIRM.
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1 Lesons
42 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

On the Extinction Time and Maximal Displacement of Critical Branching Killed Levy Processes

0 rewiews
Explore critical branching killed Levy processes, focusing on extinction time and maximal displacement in this mathematical analysis.
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1 Lesons
43 minutes
On-Demand
Free-Video
Institute for Advanced Study

Analytic Insights into the Zig-Zag Product and Its Friends - Part I

0 rewiews
Explore advanced graph theory with Gil Cohen, delving into the Zig-Zag product and related graph operators using innovative analytic techniques for more precise bounds and insights.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Institute for Advanced Study

Analytic Insights into the Zig-Zag Product and Its Friends - Part II

0 rewiews
Explore advanced analysis of graph operators using full spectrum and analytic techniques. Gain insights into Zig-Zag product, derandomized squaring, and their optimal bounds through finite free probability and analytic combinatorics.
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1 Lesons
2 hours 6 minutes
On-Demand
Free-Video
Institute for Advanced Study

Subgroup Tests and the Aldous-Lyons Conjecture

0 rewiews
Explore the refutation of the Aldous-Lyons conjecture through novel interactive proof systems and subgroup tests, connecting complexity theory to probability theory and group theory.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Geometric Representations of Far Future Predictions in Deep Neural Networks - Next-Token Training

0 rewiews
Explore universal geometric representations of far-future beliefs in deep neural networks trained on next-token prediction, uncovering fractal and quantum-like structures embedded in network activations.
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1 Lesons
54 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Yudovich Theory for Rough Path Perturbations of Euler's Equation - Lecture 2

0 rewiews
Delve into Yudovich Theory for rough path perturbations of Euler's equation in this advanced lecture by Torstein Nilssen, exploring mathematical aspects of fluid flow equations and recent developments in the field.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Simons Institute

Know When You Know: Handling Adversarial Data by Abstaining

0 rewiews
Explore sequential prediction in stochastic settings with adversarial interference. Learn strategies for handling distribution shifts and making confident predictions while abstaining from uncertain cases.
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1 Lesons
1 hour
On-Demand
Free-Video
University of Chicago Department of Mathematics

The Fundamental Group of Random 3-Manifolds and Other Random Objects

0 rewiews
Dive into the fundamental group of random 3-manifolds, exploring probability distributions and their applications to various categories in mathematics.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
University of Chicago Department of Mathematics

Mathematical Snippets From Developments in AI

0 rewiews
Explore mathematical insights arising from AI developments in this colloquium by Lek-Heng Lim, examining key observations and their implications for the field.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
University of Chicago Department of Mathematics

Stochastic Quantisation of Yang-Mills

0 rewiews
Dive into stochastic processes and Yang-Mills theory with Martin Hairer's talk on building a process admitting the 3D Yang-Mills measure as its invariant measure, exploring gauge-covariance and UV regularization.
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1 Lesons
59 minutes
On-Demand
Free-Video
University of Chicago Department of Mathematics

A Descriptive Approach to Pointwise Ergodic Theorems

0 rewiews
Dive into a descriptive approach to pointwise ergodic theorems, exploring their applications in dynamical systems, probability, and number theory.
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1 Lesons
1 hour
On-Demand
Free-Video
University of Chicago Department of Mathematics

Random Planar Geometry and the Directed Landscape

0 rewiews
Dive into random planar geometry and the directed landscape, exploring universal scaling limits in random metrics and interface growth models with Duncan Dauvergne.
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1 Lesons
56 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Dimension of Stationary Measures - Lecture 3

0 rewiews
Delve into the dimension of stationary measures in random walks on matrix groups, exploring flag spaces, Oseledets measures, and configuration space dynamics. Gain insights into entropy and dimension addition.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Dimension of Stationary Measures in Random Walks on Matrix Groups - Lecture Series

0 rewiews
Explore the dimension of stationary measures in random walks, focusing on matrix group actions over flag spaces. Gain insights into exact dimensions, partial answers, and the intricate structure of flag spaces.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Dimension of Stationary Measures - Lecture 2

0 rewiews
Explore the dimension of stationary measures in random walks, focusing on matrix group actions over flag spaces. Gain insights into exact dimensions, partial answers, and the intricate structure of flag spaces.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Dimension of Stationary Measures - Lecture 4

0 rewiews
Delve into the dimension of stationary measures in random walks on matrix groups, exploring flag spaces, Oseledets measures, and configuration space dynamics.
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1 Lesons
52 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Integral Means Spectrum: Examples of Exact Computation

0 rewiews
Explore the multifractal spectrum of harmonic measure and integral-means spectrum of Riemann maps through explicit computations in deterministic and random cases.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Entropy and Gibbs Measures for Hyperbolic Systems - Lecture 1

0 rewiews
Explore hyperbolic systems, entropy, and Gibbs measures. Delve into classical examples, SRB measures, mixing speeds, and geodesic flows. Examine random walks in hyperbolic space and related concepts.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Fields Institute

Zigzag Strategy for Random Matrices

0 rewiews
Dive into the zigzag strategy for random matrices, exploring advanced probability concepts and their applications in matrix theory.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Fields Institute

TASEP in Half-Space: Modeling and Analysis of Particle Systems

0 rewiews
Dive into the intricacies of TASEP in Half-space with Xincheng Zhang's insightful seminar, exploring advanced concepts in probability theory and statistical mechanics.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video

Statistics and Probability

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Comprehensive exploration of statistical concepts, probability distributions, and analytical techniques, covering key topics from random variables to regression analysis.
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44 Lesons
11 hours
On-Demand
Free-Video

Diagonalization

0 rewiews
Aprende sobre valores y vectores propios, diagonalización de matrices, sistemas de ecuaciones diferenciales y el teorema de Cayley-Hamilton en este detallado contenido de 7 horas.
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21 Lesons
7 hours
On-Demand
Free-Video

Probability Bites

0 rewiews
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

0 rewiews
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
Great Learning

Probability and Statistics - Bayes Theorem Probability - Normal Distribution Probability

0 rewiews
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

0 rewiews
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
statisticsmatt

Using R

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Learn advanced statistical techniques and data analysis using R, covering distributions, simulations, estimations, and various statistical tests through practical examples and hands-on coding.
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38 Lesons
6 hours
On-Demand
Free-Video
statisticsmatt

Statistical Theory

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Explore advanced statistical concepts, proofs, and applications using R, covering topics from probability distributions to matrix properties and confidence intervals.
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29 Lesons
5 hours
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
statisticsmatt

EM Algorithm

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Explore the Expectation-Maximization (EM) algorithm through theory and practical examples, covering various statistical distributions and applications in data analysis.
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12 Lesons
2 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Mean, Variance, Moments, Mode of Distributions

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Comprehensive exploration of statistical distributions, covering mean, variance, moments, and modes for various probability models, with practical applications in estimation and analysis.
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69 Lesons
9 hours
On-Demand
Free-Video
statisticsmatt

Characteristic, Moment Generating, Factorial Generating Functions

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Explore generating functions in probability theory, including characteristic, moment, and factorial, with applications to various distributions and statistical problems.
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24 Lesons
3 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Basic Limit Theorems

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Explore fundamental limit theorems in probability and statistics, including convergence modes, central limit theorem, and law of large numbers, with practical examples and proofs.
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17 Lesons
3 hours 30 minutes
On-Demand
Free-Video