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#Summary Statistics

Showing: 12 courses

Introductory Statistics

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Comprehensive introduction to statistics using Excel, covering data analysis, probability, distributions, hypothesis testing, and regression with practical exercises and real-world applications.
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28 Lesons
13 hours
On-Demand
Free-Video

Stats Examples

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Comprehensive statistical training covering key concepts, probability, distributions, hypothesis testing, and advanced analyses with step-by-step examples and practical applications.
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37 Lesons
11 hours
On-Demand
Free-Video

The Statistical Process

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Explore key statistical concepts including data types, sampling methods, survey design, inference, significance, and measures of central tendency and spread.
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14 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Linux Foundation

Embedded Linux Quality Assurance: How to Not Lie with Statistics

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Explore statistical quality assurance for embedded Linux systems, covering best practices, automated testing, and data evaluation using R. Learn to avoid common pitfalls in interpreting results.
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24 Lesons
53 minutes
On-Demand
Free-Video
Simons Institute

Identification and Estimation of Dynamic Structural Models with Unobserved Choices

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Explore dynamic structural models with unobserved choices, focusing on identification, estimation, and applications in information design and data science.
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18 Lesons
44 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

StocSum: A Reference Panel Free Summary Statistics Framework for Diverse Populations

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Explore StocSum, a novel framework for analyzing summary statistics in diverse populations without reference panels. Learn its applications in genomics research and meta-analysis.
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1 Lesons
33 minutes
On-Demand
Free-Video
Rob Mulla

Learning Pandas - Start Here

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Comprehensive overview of Pandas functionality, covering data I/O, DataFrame operations, filtering, statistics, grouping, and data manipulation techniques for efficient data wrangling and analysis.
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28 Lesons
23 minutes
On-Demand
Free-Video
Open Data Science

Data Morph: A Cautionary Tale of Summary Statistics

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Explore Data Morph, an open-source tool challenging summary statistics assumptions. Learn to uncover hidden truths in datasets through innovative visualization techniques and reshape your approach to data analysis.
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8 Lesons
32 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Random Matrices and Dynamics of Optimization in Very High Dimensions - Lecture 3

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Explorez les dynamiques d'optimisation en très haute dimension et leur application en apprentissage automatique, en mettant l'accent sur les matrices aléatoires et les statistiques résumées.
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1 Lesons
1 hour 52 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Random Matrices and Dynamics of Optimization in Very High Dimensions - Lecture 4

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Explore random matrices and optimization dynamics in high dimensions, focusing on effective dynamics, spectral transitions, and applications in machine learning algorithms.
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1 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Random Matrices and Dynamics of Optimization in Very High Dimensions - Lecture 2

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Explorez les dynamiques d'optimisation en très haute dimension et leur application en apprentissage automatique, en mettant l'accent sur les matrices aléatoires et les statistiques résumées.
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1 Lesons
2 hours 5 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Random Matrices and Dynamics of Optimization in Very High Dimensions - Lecture 1

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Explorez les algorithmes d'optimisation en haute dimension pour l'apprentissage automatique, en mettant l'accent sur la descente de gradient stochastique et les transitions spectrales des matrices aléatoires.
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1 Lesons
2 hours 3 minutes
On-Demand
Free-Video