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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
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
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
NPTEL

Probability & Random Variables

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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

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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 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

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
New York University (NYU)

When to Sell an Asset? A Distribution Builder Approach

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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
NPTEL

Basic Statistical Mechanics

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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

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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

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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

Statistics and Probability

0 rewiews
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

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 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

0 rewiews
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

EM Algorithm

0 rewiews
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

0 rewiews
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

0 rewiews
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
Jonathan Walters

Statistical Methods

0 rewiews
Comprehensive lectures on statistical methods covering probability, distributions, hypothesis testing, and regression, with practical examples and review problems.
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24 Lesons
23 hours
On-Demand
Free-Video
Neha Agrawal Mathematically Inclined

Probability for CBSE-ISC Class XII

0 rewiews
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

Probability Distributions - Mean, Variance, MGF Derivation

0 rewiews
Comprehensive video series on deriving mean, variance, and moment generating functions for various probability distributions, covering normal, binomial, Poisson, and more.
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22 Lesons
8 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
Mr Tompkins EdTech

How to Use Your Casio Graphical Calculator

0 rewiews
Comprehensive guide for maximizing Casio graphing calculators, covering advanced mathematical functions for A-level and IB Higher Mathematics topics like statistics, probability, and linear algebra.
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5 Lesons
30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Exponential Distribution

0 rewiews
Learn about the exponential distribution, including its mean, variance, and median, with practical applications and problem-solving techniques.
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6 Lesons
30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Characteristics Function

0 rewiews
Explore key probability distributions through characteristic functions, including Normal, Cauchy, Exponential, and Uniform, with proofs and examples.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Maximum Likelihood Estimator Topics

0 rewiews
Explore maximum likelihood estimation for various probability distributions, including gamma, Bernoulli, exponential, and geometric.
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4 Lesons
30 minutes
On-Demand
Free-Video
Ox educ

Bayesian Statistics - A Comprehensive Course

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Comprehensive introduction to Bayesian statistics, covering key concepts, probability distributions, and practical applications with minimal mathematical complexity.
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55 Lesons
6 hours
On-Demand
Free-Video
365 Data Science

Probability Basics

0 rewiews
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
365 Data Science

Probability Distributions

0 rewiews
Learn key probability distributions including discrete uniform, binomial, Poisson, normal, and chi-squared. Gain essential statistical knowledge for data science applications.
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11 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Mr Tompkins EdTech

AS Level Mathematics Revision New Specification - AQA, Edexcel, OCR, MEI

0 rewiews
Comprehensive guide on using Casio calculators for advanced statistical calculations in AS Level Mathematics, covering mean, standard deviation, and binomial distributions.
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5 Lesons
30 minutes
On-Demand
Free-Video
Mr Tompkins EdTech

AS Level Further Mathematics New Specification Revision

0 rewiews
Learn to use Casio graphical calculators for advanced statistical calculations in A-Level and IB mathematics, including regression, correlation, and probability distributions.
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3 Lesons
30 minutes
On-Demand
Free-Video
Mr Tompkins EdTech

A Level Further Mathematics New Specification Revision

0 rewiews
Learn to use Casio graphical calculators for advanced statistical calculations in A-Level Further Mathematics, including regression, correlation, and probability distributions.
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3 Lesons
30 minutes
On-Demand
Free-Video
Tyler Wallace

Exploring Introductory Statistics

0 rewiews
Comprehensive introduction to statistics covering probability, distributions, hypothesis testing, and data analysis techniques for various scenarios.
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26 Lesons
9 hours
On-Demand
Free-Video
Professor Knudson

Maximum Likelihood Estimation

0 rewiews
Explore maximum likelihood estimation through examples of binomial, Poisson, and uniform distributions, enhancing statistical analysis skills.
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5 Lesons
30 minutes
On-Demand
Free-Video

Probability & Statistics

0 rewiews
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

0 rewiews
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 Distributions, Including Normal

0 rewiews
Explore random variables and probability distributions, including binomial, Poisson, and normal, with practical examples and Excel illustrations for real-life modeling.
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6 Lesons
30 minutes
On-Demand
Free-Video
The Organic Chemistry Tutor

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

0 rewiews
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
Academic Lesson

Quantum Physics - Quantum Mechanics Course

0 rewiews
Comprehensive exploration of quantum mechanics, covering fundamental concepts, mathematical foundations, and advanced topics for a deep understanding of atomic and subatomic physics.
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43 Lesons
11 hours 43 minutes
On-Demand
Free-Video

Probability for Actuarial Science

0 rewiews
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

Biostatistics

0 rewiews
Comprehensive introduction to biostatistics covering key concepts, probability, distributions, hypothesis testing, and statistical analysis methods for healthcare and research applications.
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17 Lesons
10 hours
On-Demand
Free-Video
The Julia Programming Language

Random Walks II - Lecture 13

0 rewiews
Explore random walks, Pascal's triangle, and probability distributions using Julia programming. Learn to implement time evolution of probabilities and understand cumulative sums in computational thinking.
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9 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Institute for Advanced Study

Learning Probability Distributions - What Can, What Can't Be Done - Shai Ben-David

0 rewiews
Explore probability distribution learning, its possibilities and limitations. Shai Ben-David discusses density estimation, sample compression schemes, and challenges in statistical learning theory.
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19 Lesons
57 minutes
On-Demand
Free-Video
Institute for Advanced Study

An Introduction to Determinantal Point Processes - John C Urschel

0 rewiews
Explore determinantal point processes: definition, examples, and applications in random matrix theory, combinatorics, and machine learning. Survey key results and open questions.
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13 Lesons
2 hours 10 minutes
On-Demand
Free-Video
Institute for Advanced Study

Generative Modeling by Estimating Gradients of the Data Distribution - Stefano Ermon

0 rewiews
Explore generative modeling through gradient estimation of data distributions, covering deep energy-based models, score matching, and innovative sampling techniques for improved AI generation.
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16 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Barycenters for Probability Distributions Based on Optimal Weak Mass Transport

0 rewiews
Explore optimal weak mass transport for probability distributions, focusing on barycenters and their applications in mathematical analysis.
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1 Lesons
46 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Geometry of Probability Distributions - Short Course - Lecture 1

0 rewiews
Explore a geometria de distribuições de probabilidade, incluindo invariantes diferenciais, funções Omega, teoremas de limite e teoria do valor extremo. Aprenda novas abordagens e insights em probabilidade e geometria.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Centrum Fizyki Teoretycznej PAN

Uncertainty Relations and Quantum Wave Functions: Typical and Atypical Cases

0 rewiews
Zgłęb typowe i nietypowe przypadki relacji nieoznaczoności oraz funkcji falowych w mechanice kwantowej. Poznaj najnowsze badania w tej dziedzinie fizyki teoretycznej.
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1 Lesons
33 minutes
On-Demand
Free-Video
GERAD Research Center

Nonlinear Stochastic Hybrid Optimal Control with Fixed Terminal States

0 rewiews
Explore novel approaches for stochastic systems with fixed terminal states. Learn about Terminally Constrained Stochastic Minimum Principle and Hamilton-Jacobi equations for optimal control.
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1 Lesons
48 minutes
On-Demand
Free-Video
Open Data Science

Topological Data Analysis - New Perspectives on Machine Learning - by Jesse Johnson

0 rewiews
Explore geometric patterns in data and how abstract geometry concepts enhance machine learning algorithms. Gain insights into data structure through higher-dimensional perspectives.
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27 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Great Learning

Transformations in FMCG Through Data Science

0 rewiews
Explore how data science transforms FMCG industry through market evolution, digital manufacturing optimization, and key roadmap development. Gain insights from real-world scenarios and industry experts.
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19 Lesons
59 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Real Multiparameter Persistent Homology

0 rewiews
Explores real multiparameter persistent homology, addressing challenges and practical applications in data science. Introduces topological tameness and its implications for algebraic concepts and computational methods.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Simons Institute

Consistency, Acyclicity, and Positive Semirings

0 rewiews
Explore local vs. global consistency in probability distributions and relational databases, generalizing results using K-relations over positive semirings and acyclic hypergraphs.
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1 Lesons
38 minutes
On-Demand
Free-Video
Shaw Talebi

Detecting Power Laws in Real-world Data with Python Code

0 rewiews
Learn to detect power laws in real-world data using Python, covering log-log and maximum likelihood approaches with practical examples using artificial and social media datasets.
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7 Lesons
24 minutes
On-Demand
Free-Video

Distributions

0 rewiews
Explore key probability distributions, their functions, and applications in statistics through detailed explanations and examples.
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8 Lesons
2 hours 30 minutes
On-Demand
Free-Video
jbstatistics

Continuous Probability Distributions

0 rewiews
Explore continuous probability distributions, including uniform, normal, chi-square, t, and F. Learn to calculate probabilities, percentiles, means, and variances using integration techniques.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video
MITCBMM

Probability Tutorial

0 rewiews
Explore probability concepts, from uncertainty to Bayesian reasoning, with practical applications in graphical models and hidden Markov models.
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19 Lesons
43 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Your Dreams May Come True with MTP2 by Caroline Uhler

0 rewiews
Explore multivariate totally positive distributions, their properties, and applications in various fields. Learn about density estimation, ML estimation, and practical uses in portfolio selection and gene networks.
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28 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Khan Academy

Introduction to the Normal Distribution - Probability and Statistics

0 rewiews
Explore the normal distribution in statistics, understanding its key concepts and applications. Learn to analyze data patterns and make informed predictions using this fundamental probability model.
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1 Lesons
26 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Probabilistic Generative Frameworks for Sampling 3D Complex Shapes and Images

0 rewiews
Explore probabilistic frameworks for simulating 2D and 3D shapes, with applications in computational biology. Learn about sub-image selection and shape statistics in cellular imaging and primate mandibular molars.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Professor Leonard

A Study of Probability Distributions, Mean, and Standard Deviation

0 rewiews
Explore probability distributions, mean, and standard deviation in this comprehensive lecture on fundamental statistical concepts.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Apna Teacher

Probability Statistics

0 rewiews
Comprehensive probability and statistics course covering basic to advanced concepts for business students, including distributions and probability laws.
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22 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Insights into Mathematics

Random Variables, Means, Variance, and Standard Deviations in Probability and Statistics

0 rewiews
Explore key concepts in probability and statistics: random variables, probability distributions, mean, variance, and standard deviation. Learn through examples and practical applications.
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8 Lesons
53 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
Gautam Varde

Gamma Distribution Problems and Numericals - Probability Theory

0 rewiews
Solve complex gamma distribution problems and enhance your understanding of probability theory through practical numericals and advanced mathematical concepts.
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1 Lesons
20 minutes
On-Demand
Free-Video
Gautam Varde

Normal Distribution - Probability and Statistics Problems

0 rewiews
Explore normal distribution concepts and solve probability problems with practical examples for undergraduate students across various disciplines.
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1 Lesons
13 minutes
On-Demand
Free-Video
Gautam Varde

Poisson Distribution - Probability Problems for Mathematics

0 rewiews
Explore Poisson distribution through practical problems, enhancing understanding of probability concepts for engineering and science students.
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1 Lesons
10 minutes
On-Demand
Free-Video
Gautam Varde

Two-Dimensional Conditional Probability Distribution - Advanced Mathematics

0 rewiews
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

Cumulative Distribution Function - Numericals and Problems for BTech and BSc

0 rewiews
Explore cumulative distribution functions (CDF) through practical examples, enhancing understanding of probability theory for engineering and science students.
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1 Lesons
12 minutes
On-Demand
Free-Video
Eddie Woo

Discrete Random Variables - Introduction

0 rewiews
Introduction to discrete random variables, exploring their definition, properties, and applications in probability theory and statistics.
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1 Lesons
13 minutes
On-Demand
Free-Video
Artem Kirsanov

The Key Equation Behind Probability - Entropy, Cross-Entropy, and KL Divergence

0 rewiews
Explore probability theory fundamentals, from surprise to entropy, cross-entropy, and KL divergence. Learn key concepts applicable to neuroscience and machine learning.
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9 Lesons
26 minutes
On-Demand
Free-Video
The Organic Chemistry Tutor

Probability Distribution Formulas

0 rewiews
Explore formulas for binomial, geometric, Poisson, uniform, and exponential probability distributions. Master key concepts to solve statistical problems effectively.
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1 Lesons
16 minutes
On-Demand
Free-Video
Inside Livermore Lab

Data-Driven Information Geometry Approach to Stochastic Model Reduction

0 rewiews
Explore data-driven information geometry for stochastic model reduction, extending least squares to curved statistical manifolds. Learn adaptive computation techniques for rapidly varying stochastic phenomena.
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1 Lesons
58 minutes
On-Demand
Free-Video
Simons Institute

Learning Probability Distributions: What Can and Can't Be Done

0 rewiews
Explore statistical learning, focusing on guaranteed generalizations from finite samples and characterizing learnable distribution families. Gain insights into modern paradigms in generalization.
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1 Lesons
1 hour 12 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

Generalised Linear Models: Introduction to Natural Exponential Family and Binomial Distributions

0 rewiews
Explore Generalised Linear Models and Natural Exponential Family, focusing on Binomial Distributions and their applications in statistical modeling.
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4 Lesons
19 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Measurement of a Proportion - Part 1

0 rewiews
Explore techniques for measuring proportions through sampling, including individual observations and batch sampling. Learn to estimate proportion distributions.
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1 Lesons
27 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

Sums of the Divisor Function and Random Matrix Distributions - Lecture

0 rewiews
Explore divisor function behavior, distribution strategies, and connections to Riemann zeta function and random matrix groups in number theory.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
VinAI

Comparing Probability Distributions with Conditional Transport

0 rewiews
Explore conditional transport as a new divergence for comparing probability distributions, with applications in generative modeling and resistance to mode collapse.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Simons Institute

Hypothesis Selection with Computational Constraints

0 rewiews
Explore optimal tradeoffs between memory, sample complexity, and time in hypothesis selection algorithms for distribution matching, with focus on achieving near-optimal accuracy efficiently.
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1 Lesons
32 minutes
On-Demand
Free-Video
AGU

Current Issues in Stochastic Weather and Climate Modeling - Part 1

0 rewiews
Explore current issues in stochastic weather and climate modeling, focusing on vertical turbulent fluxes, probability distributions, and long-tail phenomena in precipitation and tracers.
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13 Lesons
48 minutes
On-Demand
Free-Video
Let's Code Physics

Quantum and Classical Probability Distributions - Computational Quantum Mechanics Lecture 10

0 rewiews
Explore the transition from quantum to classical mechanics through probability distributions, using computer animations to visualize quantum behaviors in VPython.
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1 Lesons
15 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Ancestors' Genetic Weights in Biparental Populations

0 rewiews
Explore genetic composition in biparental populations using a Moran model. Analyze ancestral genome proportions and their convergence as population size increases.
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1 Lesons
41 minutes
On-Demand
Free-Video
For the Love of Physics

Particle in a 3D Box - Quantum Mechanics Fundamentals

0 rewiews
Explore quantum mechanics through the particle in a 3D box problem. Learn about wavefunctions, energy quantization, and their implications for understanding atomic and molecular systems.
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5 Lesons
32 minutes
On-Demand
Free-Video
UofU Data Science

Probabilistic Graphical Models and Maximum Likelihood Estimation - Lecture 13

0 rewiews
Dive into probabilistic graphical models, exploring likelihood estimation, Gaussian models, and network structures while learning to analyze real-world data using conditional independence concepts.
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13 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Paul G. Allen School

Innovations in Theoretical Computer Science 2020 - Session 9

0 rewiews
Cutting-edge research in theoretical computer science, covering topics like distribution testing, random object sampling, probability distribution learning, agreement expansion, neural networks, and influence maximization.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Simons Institute

Optimal Gradient-Based Algorithms for Non-Concave Bandit Optimization

0 rewiews
Explore optimal gradient-based algorithms for non-concave bandit optimization, covering stochastic problems, low-rank linear rewards, and high-order polynomials with applications to reinforcement learning.
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19 Lesons
31 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Machine Learning and Game Theory for Social Impact

0 rewiews
Explore machine learning and game theory applications in security, sustainability, and food rescue, featuring real-world deployments and innovative solutions for societal challenges.
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17 Lesons
21 minutes
On-Demand
Free-Video
Paul G. Allen School

Replacing Probability Distributions in Security Games via Hellinger Distance

0 rewiews
Explore statistical distance in security games, focusing on Hellinger distance as an alternative to max-log for bit security frameworks and leftover hash lemma applications.
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10 Lesons
21 minutes
On-Demand
Free-Video
Simons Institute

On Finding Modes of Gaussian Sum-Product Networks

0 rewiews
Explore challenges and tractability of finding modes in Probabilistic Circuits, focusing on Gaussian Sum-Product Networks for machine learning tasks like structured prediction.
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1 Lesons
45 minutes
On-Demand
Free-Video
Paul G. Allen School

Tracking Significant Changes in Bandit - IFDS 2022

0 rewiews
Explores significant changes in bandit algorithms, focusing on adaptive procedures and random replays for tracking environmental shifts in reward and context distributions.
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15 Lesons
49 minutes
On-Demand
Free-Video
Alan Turing Institute

Uncertainty-Tracking Computation Hardware for Processing Data from the Physical World

0 rewiews
Explore innovative processor architecture for tracking uncertainty in computations, enhancing accuracy and efficiency in various domains from quantum algorithms to sensor data processing.
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1 Lesons
57 minutes
On-Demand
Free-Video
Wolfram

What Is ChatGPT Doing? Understanding Large Language Models - Episode 2

0 rewiews
Explore the inner workings of ChatGPT and large language models, understanding their token-by-token generation process and the complexities behind their seemingly intelligent outputs.
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8 Lesons
20 minutes
On-Demand
Free-Video
Valence Labs

GFlowNet Foundations and Applications in Biological Sequence Design

0 rewiews
Explore GFlowNet foundations and applications in biological sequence design. Learn about flow conservation, transition probabilities, and practical implementations for molecule generation and peptide design.
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13 Lesons
1 hour 23 minutes
On-Demand
Free-Video
RSA Conference

What's in Your Risk Assessment?

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Accelerate your risk assessment approach to meet evolving regulatory demands and stakeholder needs for high-quality decision data in this informative session on effective risk management strategies.
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26 Lesons
44 minutes
On-Demand
Free-Video
PyCon US

A Careful Walk Through Probability Distributions, Using Python

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Explore probability distributions using Python, demystifying key concepts like sampling, joint, conditional, and marginal distributions for a solid foundation in Bayesian statistics.
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12 Lesons
19 minutes
On-Demand
Free-Video
EuroPython Conference

Introduction to Nonparametric Bayesian Models

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Explore flexible machine learning with Nonparametric Bayesian Models. Learn about Dirichlet Process, compare parametric vs nonparametric approaches, and discover relevant Python libraries for advanced data analysis.
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1 Lesons
27 minutes
On-Demand
Free-Video