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#Covariance

Showing: 28 courses

Statistics in One Minute

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Concise explanations of key statistical concepts, from probabilities to financial metrics, offering quick insights for learners and professionals in data analysis and finance.
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34 Lesons
30 minutes
On-Demand
Free-Video
Harvard University

Statistics 110 - Probability

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

Risk and Financial Crises - Probability Theory in Financial Markets

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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

Portfolio Diversification and Supporting Financial Institutions - CAPM Model

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Explore portfolio diversification, efficient frontiers, and the Capital Asset Pricing Model to maximize returns and manage risk in financial markets.
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6 Lesons
1 hour 7 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 & 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

Probability Foundation for Electrical Engineers

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

Statistics for Data Science - Probability and Statistics Tutorial

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

Statistical Methods

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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
Statistics is Fun A.H

Linear Regression and Correlation

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Comprehensive exploration of linear regression and correlation, covering theory, calculations, and practical applications with solved examples and derivations.
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12 Lesons
2 hours 30 minutes
On-Demand
Free-Video

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
Professor Knudson

Multiple Random Variables - Joint and Conditional Distributions

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Explore joint and conditional distributions of multiple random variables, covering discrete and continuous cases, CDFs, independence, covariance, and variance of sums.
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14 Lesons
1 hour 30 minutes
On-Demand
Free-Video
ExcelIsFun

Linear Regression Made Easy - The Epic Full Story with All Details - Excel Statistical Analysis

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Comprehensive guide to linear regression in Excel, covering key calculations, formulas, and visualizations. Learn to interpret data, make predictions, and understand statistical concepts through practical examples.
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34 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Institute for Advanced Study

Using Discrepancy Theory to Improve the Design of Randomized Controlled Trials - Daniel Spielman

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Explore discrepancy theory's application in randomized controlled trials, enhancing experimental design and statistical analysis for more accurate and efficient research outcomes.
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29 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Banach Center

Telegraphic Multifractional Brownian Motion and Its Applications

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Explore telegraphic multifractional Brownian motion, its applications in biological experiments, and the stochastic process behind smooth telegram processes and trajectories.
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13 Lesons
27 minutes
On-Demand
Free-Video
Serrano.Academy

Principal Component Analysis

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Explore dimensionality reduction through PCA, covering variance, covariance, eigenvectors, and eigenvalues. Learn key concepts with visual explanations and practical applications in data analysis.
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13 Lesons
27 minutes
On-Demand
Free-Video
Bill Buchanan OBE

Data Science Tutorial 1 - Pandas Analysis

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Learn to analyze data using Pandas, covering data types, columns, plotting, correlation, and covariance in this comprehensive tutorial.
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7 Lesons
21 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer

Covariance, Clearly Explained

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Demystifies covariance, its calculation, and significance in statistics. Explores relationships between variables and sets the stage for understanding correlation.
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9 Lesons
22 minutes
On-Demand
Free-Video
Richard McElreath

Statistical Rethinking 2022 - Correlated Varying Effects

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Explore advanced statistical concepts including varying effects, correlations, and non-centered coding. Learn to analyze complex data structures and improve model interpretability in this comprehensive lecture.
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8 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Derek Banas

Statistics Tutorial - Standard Deviation and Coefficient Variation

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Learn to calculate standard deviation and coefficient variation using Python, with real-world examples and in-depth explanations of statistical concepts.
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5 Lesons
21 minutes
On-Demand
Free-Video
ICTP Mathematics

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

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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
ICTP-SAIFR

Statistical Models: Linking Data to Theory - Class 11

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Explore statistical models linking data to theory, focusing on geometric models, differential equations, and Gaussian processes. Learn to integrate theory with real-world ecological data.
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16 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Supertranslation Invariance and Covariance of Lorentz Charges in General Relativity

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Explore supertranslation invariance and covariance of Lorentz charges in general relativity, addressing key problems and presenting new covariant formulas for flux calculations.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Centrum Fizyki Teoretycznej PAN

Lorentz Transformation of the Electromagnetic Field - Continued - Lecture 11

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Explore advanced concepts in electromagnetic field transformations through Lorentz equations, building on previous knowledge in theoretical physics and relativity.
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1 Lesons
19 minutes
On-Demand
Free-Video
Derek Banas

Python for Finance: Low Risk Investment Options - Part 3

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Learn to analyze stocks using Python, covering correlation, risk minimization, ROI calculation, and portfolio optimization techniques for informed investment decisions.
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16 Lesons
42 minutes
On-Demand
Free-Video
GOTO Conferences

Kotlin 102 - Beyond the Basics

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Explore advanced Kotlin concepts like generics, inline functions, and reified generics with expert Hadi Hariri in this in-depth presentation from GOTO Night Amsterdam 2018.
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1 Lesons
56 minutes
On-Demand
Free-Video
try! Swift Conference

Keep Calm and Type Erase On

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Explore type erasure in Swift: its definition, necessity, and implementation. Learn about concrete vs abstract types, covariance, and best practices for effective type usage.
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15 Lesons
22 minutes
On-Demand
Free-Video
UofU Data Science

Covariance and Correlation in Probability and Statistics - Lecture 11

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Master the concepts of covariance and correlation in statistical analysis, exploring their relationships, calculations, and practical applications in data science and probability theory.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video