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#Central Limit Theorem

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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
Great Learning

Essential Statistics for Data Science - Learn Statistics for Data Science

1 rewiews
Comprehensive overview of essential statistics for data science, covering central tendency, hypothesis testing, ANOVA, and more. Ideal for aspiring data scientists seeking foundational knowledge.
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9 Lesons
5 hours 26 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

Statistics Fundamentals

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Comprehensive overview of statistical concepts, from basic distributions to advanced topics like maximum likelihood, providing a solid foundation for data analysis and interpretation.
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43 Lesons
8 hours
On-Demand
Free-Video
NPTEL

Probability and Stochastics for Finance

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This course provides the minimum mathematical requirements to study mathematical finance or more precisely the pricing of financial derivatives.
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20 Lesons
11 hours
On-Demand
Free-Video
Santa Fe Institute

Nonadditive Entropies and Statistical Mechanics at the Edge of Chaos - Cornerstones

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Explore nonadditive entropies and statistical mechanics at chaos' edge. Delve into Boltzmann-Gibbs entropy, Q-logarithm, and complex networks, challenging traditional thermodynamic principles.
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26 Lesons
1 hour 15 minutes
On-Demand
Free-Video
NPTEL

Advanced Topics in Probability and Random Processes

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Explore advanced probability concepts, from random variables to Markov chains and martingale processes, enhancing your understanding of stochastic systems and their applications.
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25 Lesons
14 hours
On-Demand
Free-Video
Great Learning

Central Limit Theorem - Probability and Statistics for Beginners

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Comprehensive tutorial on Central Limit Theorem, covering sampling, population, implementation in Python, hypothesis testing, and error types. Ideal for beginners in probability and statistics.
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9 Lesons
2 hours 20 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
Great Learning

Inferential Statistics

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Learn fundamental concepts of inferential statistics, including data collection, hypothesis testing, and statistical analysis techniques for making data-driven inferences and decisions.
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9 Lesons
1 hour
On-Demand
Free-Video
statisticsmatt

Basic Limit Theorems

0 rewiews
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

Statistics in Machine Learning

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Comprehensive guide to statistics for machine learning, covering fundamental concepts, distributions, hypothesis testing, and practical applications using Python.
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42 Lesons
18 hours
On-Demand
Free-Video
Kimberly Brehm

Using Excel in Statistics

0 rewiews
Learn to leverage Excel for statistical analysis, from data display to hypothesis testing and regression, enhancing your data interpretation skills.
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11 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Acadgild

Statistics Tutorials Using Python

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Learn essential statistical concepts and data visualization techniques using Python, covering descriptive and inferential statistics, distributions, and probability.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Central Limit Theorem - By Different Methods

0 rewiews
Explore the Central Limit Theorem through diverse approaches, enhancing statistical understanding and practical application skills.
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2 Lesons
30 minutes
On-Demand
Free-Video

Statistics - Vol 3

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Comprehensive exploration of sampling distributions, Central Limit Theorem, and confidence intervals. Covers statistical concepts for estimating population means and proportions using various sample sizes.
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18 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Normal Distribution

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Explore the Normal Distribution, including standard forms, calculations, Central Limit Theorem, and confidence intervals. Learn to model and solve various probability problems.
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12 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Applied Analytical Programming

0 rewiews
Comprehensive introduction to statistical concepts and analytical programming, covering probability, distributions, hypothesis testing, regression, and data visualization techniques.
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13 Lesons
1 hour 30 minutes
On-Demand
Free-Video
The Organic Chemistry Tutor

Central Limit Theorem - Sampling Distribution of Sample Means - Stats & Probability

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Comprehensive exploration of the Central Limit Theorem, covering sampling distributions, statistical concepts, and probability problems with practical examples and various distribution types.
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15 Lesons
1 hour 1 minute
On-Demand
Free-Video
ExcelIsFun

Excel Statistical Analysis - Learn Central Limit Theorem by Building Sampling Distribution of Xbar

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Explore the Central Limit Theorem through practical Excel exercises, learning to build sampling distributions and apply statistical concepts for informed business decision-making.
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21 Lesons
50 minutes
On-Demand
Free-Video

Actuarial Statistics 1

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Comprehensive coverage of actuarial statistics, including probability distributions, data analysis, and statistical concepts. Includes calculator tutorials and R programming for practical application in actuarial work.
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18 Lesons
9 hours
On-Demand
Free-Video

Actuarial Science

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Comprehensive exploration of actuarial concepts, covering statistics, economics, and mathematical modeling for risk assessment in insurance and finance.
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22 Lesons
21 hours
On-Demand
Free-Video
The Julia Programming Language

Probability via Computation - Week 4

0 rewiews
Explore probability concepts through computational methods, covering random sampling, Monte Carlo simulations, Bernoulli trials, and the Central Limit Theorem with practical examples and visualizations.
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14 Lesons
26 minutes
On-Demand
Free-Video
Institute for Advanced Study

Fluctuations Look Like White Noise - Laure Saint-Raymond

0 rewiews
Explore the fascinating world of fluctuations, white noise, and statistical physics with insights on collision operators and the Central Limit Theorem.
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5 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Alan Turing Institute

Constructing Physics-Consistent Neural Networks Using Probability Theory

0 rewiews
Explore the link between probability, physics, and neural networks, focusing on constructing physics-consistent models using Gaussian processes and the central limit theorem.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Boolean Models in Hyperbolic Space

0 rewiews
Explore Boolean models in hyperbolic space, examining geometric functionals and asymptotic formulas for expectations, variances, and covariances, with insights into new phenomena compared to Euclidean cases.
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1 Lesons
26 minutes
On-Demand
Free-Video
BIMSA

Gaussian Differential Privacy

0 rewiews
探索高斯差分隐私:一种新的隐私保护方法,提供更精确的组合分析和子采样隐私放大,并通过中心极限定理证明其在组合下的收敛性。
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1 Lesons
43 minutes
On-Demand
Free-Video
Shashank Kalanithi

Practical Statistics for Data Scientists - Data and Sampling Distributions

0 rewiews
Explore data and sampling distributions in statistics for data science, covering random sampling, bias, regression, and key statistical concepts with practical examples.
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14 Lesons
56 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Analyzing Point Processes Using Topological Data Analysis

0 rewiews
Explore point processes using topological data analysis, covering models, statistical techniques, and applications in spatial statistics. Learn to distinguish between process types and understand central limit theorems.
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15 Lesons
50 minutes
On-Demand
Free-Video

Statistical Inference Concept Statistics for Beginners

0 rewiews
Comprehensive introduction to statistical inference concepts, covering sampling distributions, confidence intervals, hypothesis testing, and more. Ideal for beginners seeking a solid foundation in statistical analysis.
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15 Lesons
1 hour 30 minutes
On-Demand
Free-Video
jbstatistics

Sampling Distributions

0 rewiews
Explore sampling distributions, focusing on the sample mean and Central Limit Theorem, to enhance your understanding of statistical concepts.
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3 Lesons
30 minutes
On-Demand
Free-Video
3Blue1Brown

But What Is the Central Limit Theorem?

0 rewiews
Visual exploration of the Central Limit Theorem, explaining its significance in probability and statistics through animations, simulations, and real-world examples.
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11 Lesons
31 minutes
On-Demand
Free-Video
Professor Leonard

Statistics Lecture - The Central Limit Theorem for Statistics Using Z-Score, Standard Score

0 rewiews
Explore the Central Limit Theorem, z-scores, and standard scores in statistics. Learn key concepts and their practical applications through examples and explanations.
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8 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Insights into Mathematics

The Normal Distribution - Probability and Statistics

0 rewiews
Explore the normal distribution, its importance in statistics, and the Central Limit Theorem. Learn about probability density, standard and general normal distributions, and cumulative distribution functions.
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8 Lesons
48 minutes
On-Demand
Free-Video
Derek Banas

Statistics Tutorial 4: Z Scores and Confidence Intervals

0 rewiews
Explore probability, normal distributions, sample error, Central Limit Theorem, Z scores, and confidence intervals with Python code examples for practical application.
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1 Lesons
24 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Andrew Thomas - Functional Limit Theorems for Euler Characteristic Processes

0 rewiews
Explore functional limit theorems for Euler characteristic processes in Vietoris-Rips complexes, covering strong law of large numbers and central limit theorem in the thermodynamic regime.
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18 Lesons
59 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Takashi Owada - Limit Theorems for Topological Invariants of the Dynamic Multi-Parameter Simplicial Complex

0 rewiews
Explore topological invariants in dynamic multi-parameter simplicial complexes, covering connectivity, probability, and limiting processes in applied algebraic topology.
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15 Lesons
28 minutes
On-Demand
Free-Video
ICTP Mathematics

Random Matrices and the Uses of Dyson-Schwinger Equations - III

0 rewiews
Explore advanced topics in random matrix theory, including Dyson-Schwinger equations, operator algebra, and central limit theorems, with applications in mathematical physics.
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12 Lesons
1 hour
On-Demand
Free-Video
Hausdorff Center for Mathematics

Alexander Volberg - Poincaré Inequalities on Hamming Cube - Analysis, Combinatorics, Probability

0 rewiews
Explore improved L^1-Poincaré inequality constants on Hamming cube, comparing with Gaussian space. Discuss proofs, estimates, and related mathematical concepts in analysis, combinatorics, and probability theory.
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18 Lesons
45 minutes
On-Demand
Free-Video
ICTP Mathematics

Dynamics of Smooth Surface Diffeomorphisms - Spectral Gap and Stochastic Properties

0 rewiews
Explore surface diffeomorphisms, spectral gaps, and stochastic properties in smooth dynamics. Gain insights into symbolic models, entropy continuity, and hyperbolic systems.
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22 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

The Large Deviations Approach to High-Dimensional Convex Bodies - Lecture I

0 rewiews
Explores large deviation principles in high-dimensional convex bodies, focusing on non-universal behaviors in random projections and their relation to underlying geometry.
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1 Lesons
51 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Random Tessellations in Hyperbolic Space - First Steps

0 rewiews
Explore random tessellations in hyperbolic space, focusing on Poisson hyperplane tessellations and their unique dimension-dependent phenomena compared to Euclidean and spherical spaces.
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1 Lesons
1 hour
On-Demand
Free-Video
NIOS

Probability Theory and Applications

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Explore advanced probability concepts, stochastic processes, and queueing models. Gain insights into Markov chains, Poisson processes, and reliability theory for practical applications.
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28 Lesons
23 hours
On-Demand
Free-Video
FUN WITH DATA SCIENCE

Statistics for Data Science

0 rewiews
Comprehensive statistics tutorial covering key concepts, distributions, hypothesis testing, and advanced topics for data science applications.
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109 Lesons
1 day
On-Demand
Free-Video
International Centre for Theoretical Sciences

Some Tales of Universality from the World of Probability by Riddhipratim Basu

0 rewiews
Explore universality in probability theory, from the central limit theorem to contemporary research, examining how complex systems share large-scale features despite microscopic differences.
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1 Lesons
1 hour 35 minutes
On-Demand
Free-Video
3Blue1Brown

Convolutions and Adding Random Variables, Visually Explained

0 rewiews
Visual explanation of convolutions and adding random variables, exploring discrete and continuous cases, with connections to the central limit theorem and practical examples.
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9 Lesons
27 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

From Newton to Boltzmann - Fluctuations and Large Deviations in Hard Sphere Gas Dynamics

0 rewiews
Explore macroscopic fluctuations in hard sphere gases, including deviations from the Boltzmann equation, central limit theorem, and large deviation bounds in the Boltzmann-Grad limit.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Paul G. Allen School

A Generalized Central Limit Conjecture for Convex Bodies

0 rewiews
Explore a generalized central limit theorem for convex bodies, its connection to the KLS conjecture, and implications for asymptotic convex geometry in this advanced mathematics lecture.
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1 Lesons
46 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Central Limit Theorems for Poisson Functionals - The Malliavin-Stein Approach

0 rewiews
Explore central limit theorems in stochastic geometry using the Malliavin-Stein method, with applications to random point collections and the Online Nearest Neighbour Graph.
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1 Lesons
25 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Fluctuations of Linear Eigenvalue Statistics in Sample Covariance Matrices - Tensor Product Data

0 rewiews
Explore fluctuations in linear eigenvalue statistics of sample covariance matrices with tensor product data, comparing normal and uniform distributions on unit sphere.
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1 Lesons
56 minutes
On-Demand
Free-Video
Fields Institute

A Survey of Central Limit Theorems in Number Theory

0 rewiews
Explore key central limit theorems in number theory, examining their applications and implications for understanding mathematical distributions and patterns.
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1 Lesons
36 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Counting Limit Theorems for Representations of Gromov-Hyperbolic Groups

0 rewiews
Explore limit theorems for Gromov-hyperbolic group representations, examining statistical results analogous to random matrix products theory for spherical averages in the S-metric.
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1 Lesons
39 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Fractional Response and Parameter Almost Sure Invariance Principle for the Quadratic Family

0 rewiews
Explore statistical properties of quadratic family dynamics, including almost sure invariance principle and its implications for ergodic averages and fractional response.
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1 Lesons
52 minutes
On-Demand
Free-Video
Steve Brunton

Probability and Statistics: An Introductory Overview

0 rewiews
Explore probability and statistics fundamentals, from basic concepts to advanced topics, covering applications, history, and key principles in data science and machine learning.
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10 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

The Central Limit Theorem and its Applications - Part 1

0 rewiews
Explore the Central Limit Theorem, its applications, and the concept of standard error of the mean in statistical analysis.
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1 Lesons
17 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

The Central Limit Theorem and its Applications - Part 2

0 rewiews
Explore the Central Limit Theorem's applications, focusing on measured values and standard error of the mean in this concise statistical analysis lecture.
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1 Lesons
31 minutes
On-Demand
Free-Video
BIMSA

Highlights from the History of Probability

0 rewiews
Explore key milestones in probability theory, from Hilbert's problems to martingales, with insights on Brownian motion, Central Limit Theorem, and stochastic processes.
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15 Lesons
1 hour 46 minutes
On-Demand
Free-Video
ICTP Mathematics

Inducing Schemes and Their Role in Thermodynamics - ICTP 2021

0 rewiews
Explore inducing schemes in thermodynamics, focusing on Young diffeomorphisms, symbolic representations, and equilibrium measures. Gain insights into pressure analyticity and phase transitions.
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20 Lesons
55 minutes
On-Demand
Free-Video
Alan Turing Institute

Neural Networks as Interacting Particle Systems

0 rewiews
Explore neural networks as interacting particle systems, examining their mathematical foundations and applications in complex systems modeling across various scientific disciplines.
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12 Lesons
43 minutes
On-Demand
Free-Video
Paul G. Allen School

Bandits - Kevin Jamieson - University of Washington

0 rewiews
Explore bandit algorithms and their applications in machine learning, from drug development to content recommendation, with a focus on regret minimization and stochastic models.
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13 Lesons
1 hour 4 minutes
On-Demand
Free-Video
UofU Data Science

Data Mining: Choosing k for MinHashing - Spring 2023

0 rewiews
Delve into advanced min hashing concepts, exploring PAC learning, Central Limit Theorem, and Chernoff-Hoeffding Inequality to optimize k-value selection for accurate Jaccard similarity estimates.
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10 Lesons
21 minutes
On-Demand
Free-Video
Alan Turing Institute

A Connection between Probability, Physics and Neural Networks

0 rewiews
Explore the intersection of probability, physics, and neural networks, focusing on constructing physics-consistent models using Gaussian processes and the central limit theorem.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
UofU Data Science

Introduction to Statistics: Independent and Identically Distributed Random Variables - Lecture 12

0 rewiews
Explore fundamental statistical concepts including iid random variables, sample realizations, and the Central Limit Theorem while practicing implementations in R programming.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Probability and Statistics: Central Limit Theorem and Statistical Estimation - Lecture 13

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Master fundamental statistical concepts including Central Limit Theorem, estimation methods, bias analysis, and statistical efficiency principles for robust data analysis and interpretation.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Probability and Statistics: A Comprehensive Review - Lecture 18

0 rewiews
Master essential probability and statistics concepts, from basic probability and random variables to hypothesis testing and confidence intervals in this comprehensive semester review.
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1 Lesons
1 hour 51 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Weak Limits for Entropic Optimal Transport - Part II

0 rewiews
Explore weak limits for entropic optimal transport, covering parametric cases, duality, proofs, and connections to improved CLT and convex optimization.
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13 Lesons
1 hour 1 minute
On-Demand
Free-Video
Hausdorff Center for Mathematics

Counting Lattice Points in Ellipsoids and the Central Limit Theorem for Quadratic Forms

0 rewiews
Delve into advanced mathematical concepts exploring lattice point counting in ellipsoids, error bounds, and their connection to probability theory's central limit theorem.
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1 Lesons
48 minutes
On-Demand
Free-Video