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#Normal Distribution

Showing: 52 courses
NPTEL

Biostatistics and Design of Experiments

2 rewiews
The course encompasses topics such as distribution of data, sample size, tests of significance, data reduction, regression analysis, comparison of performance of drugs in clinical trials, design of experiments, screening and second order designs.
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40 Lesons
20 hours
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
Professor Leonard

Statistics

1 rewiews
Comprehensive video series covering fundamental statistical concepts, from data analysis to hypothesis testing, with practical examples and in-depth explanations.
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28 Lesons
1 day 8 hours
On-Demand
Free-Video

Statistics for Data Science

1 rewiews
Comprehensive exploration of statistical concepts for data science, covering descriptive and inferential statistics, probability distributions, hypothesis testing, and various analytical methods through practical examples.
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50 Lesons
10 hours
On-Demand
Free-Video

Statistics Fundamentals

0 rewiews
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

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
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
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
statisticsmatt

Approximations

0 rewiews
Explore statistical approximations, including binomial, Poisson, and normal distributions. Learn delta method, confidence intervals, and moment estimation techniques for various probability distributions.
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17 Lesons
2 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Multivariate

0 rewiews
Explore advanced multivariate statistical concepts, including hypothesis testing, probability distributions, and data analysis techniques, with practical applications using R programming.
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29 Lesons
6 hours
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

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
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

Normal Distribution

0 rewiews
Explore the normal distribution, including coin toss probabilities, moment generating functions, and calculating areas under the curve.
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5 Lesons
30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Method of Moments Topics

0 rewiews
Explore estimation techniques for various probability distributions using the Method of Moments, including gamma, uniform, normal, binomial, and Pareto.
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5 Lesons
30 minutes
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
zainematics

A Levels S1

0 rewiews
Comprehensive coverage of A-Level Statistics (S1) topics, including data representation, probability, distributions, and combinatorics. Ideal for exam preparation and in-depth understanding.
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23 Lesons
14 hours
On-Demand
Free-Video
zainematics

Marathons

0 rewiews
Comprehensive A-level Statistics 1 (S1) practice sessions covering key topics like data representation, probability, distributions, and combinatorics through problem-solving and past paper questions.
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22 Lesons
1 day 13 hours
On-Demand
Free-Video
Eddie Woo

Random Variables

0 rewiews
Explore continuous random variables, probability density functions, and the normal distribution. Learn to calculate expected values, variances, and use statistical tables for data analysis.
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38 Lesons
6 hours
On-Demand
Free-Video

Statistics

0 rewiews
Learn fundamental probability concepts, distributions, and statistical methods through clear explanations and practical examples.
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9 Lesons
30 minutes
On-Demand
Free-Video

Stats Examples

0 rewiews
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

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

Normal Distribution

0 rewiews
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
Great Learning

Normal Distribution Probability - Standard Normal Distribution - Normal Distribution and Z Scores

0 rewiews
Comprehensive exploration of normal distribution, probability, and sampling, covering key concepts and applications in various fields. Includes practical examples and problem-solving demonstrations.
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5 Lesons
2 hours 44 minutes
On-Demand
Free-Video

Biostatistics and More

0 rewiews
Comprehensive biostatistics overview covering central tendency, dispersion, distributions, data visualization, research variables, statistical testing, and hypothesis analysis.
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15 Lesons
3 hours 30 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

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

Inference for Variances

0 rewiews
Explore statistical methods for analyzing variances, including confidence intervals and hypothesis tests for one and two variances, with a focus on normally distributed populations and robustness considerations.
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10 Lesons
1 hour 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
The Organic Chemistry Tutor

Normal Distribution & Probability Problems

0 rewiews
Comprehensive introduction to normal distribution and probability, covering calculation methods, practice problems, and key concepts like the 68-95-99.7 rule for a solid understanding of the topic.
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5 Lesons
30 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
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
Khan Academy

Normal Distribution Excel Exercise - Probability and Statistics - Khan Academy

0 rewiews
Explore how normal distribution approximates binomial distribution for large trials using Excel. Gain practical insights into probability concepts through hands-on spreadsheet analysis.
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1 Lesons
26 minutes
On-Demand
Free-Video
Great Learning

Role of Mathematics in Data Science and How to Learn - Data Science

0 rewiews
Explore the essential mathematical concepts for data science, including statistics, probability, and normal distribution, with practical examples and problem-solving exercises.
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1 Lesons
1 hour
On-Demand
Free-Video
Professor Leonard

Introduction to the Normal Distribution and Continuous Random Variables

0 rewiews
Explore continuous random variables and the normal distribution, key concepts in statistical analysis for understanding data patterns and probability distributions.
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1 Lesons
2 hours 11 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
3Blue1Brown

Why π Is in the Normal Distribution - Beyond Integral Tricks

0 rewiews
Explore the mathematical origins of π in the normal distribution through geometric insights, classic proofs, and the Herschel-Maxwell derivation, offering a deeper understanding beyond integral tricks.
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5 Lesons
26 minutes
On-Demand
Free-Video
Insights into Mathematics

The Sign Rule and Continuous Probability Distributions - Probability and Statistics

0 rewiews
Explore sign rule, continuous probability distributions, uniform and normal distributions, and key concepts like mean and variance for continuous random variables in probability and statistics.
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8 Lesons
50 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
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
Gautam Varde

Kurtosis: Meaning, Calculation, and Applications in Statistics

0 rewiews
Explore kurtosis in statistics, its meaning, and practical applications through numerical examples and advanced mathematical concepts.
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1 Lesons
12 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
BSidesLV

Determining Normal - Baselining with Security Log and Event Data

0 rewiews
Learn effective strategies for baselining security logs and event data to identify anomalies, establish normal patterns, and enhance threat detection capabilities in your organization.
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37 Lesons
49 minutes
On-Demand
Free-Video
Gautam Varde

Z Test and Hypothesis Significance in Applied Statistics

0 rewiews
Master the fundamentals of Z-test statistics through step-by-step procedures and practical numerical examples, enhancing your ability to perform hypothesis testing and statistical analysis.
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1 Lesons
15 minutes
On-Demand
Free-Video
UofU Data Science

Exponential and Normal Distribution with Sinusoidal Functions - Lecture 7B

0 rewiews
Explore exponential and normal distributions while analyzing the complex function f(x) = (sin(1/x)+1)/1.5, gaining practical insights into probability theory and statistical analysis.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
UofU Data Science

Probability and Statistics: Expectation of Random Variables - Lecture 8

0 rewiews
Master probability concepts through discrete and continuous random variables, exploring Bernoulli, geometric, exponential, and normal distributions with practical examples and linearity principles.
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8 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Probability and Statistics: Estimation and Confidence Intervals for Normal Random Variables - Lecture 14

0 rewiews
Master statistical estimation techniques and confidence intervals, focusing on normal random variables with known variance through practical examples and theoretical foundations.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video