- Видео 204
- Просмотров 453 640
Pen and Paper Science
Бельгия
Добавлен 27 мар 2008
Welcome!
My name is Timo and I love sharing my passion for Physics by helping students understand difficult concepts in an intuitive and visual way. I upload both tutorial-style and theory videos on a weekly basis. I am also happy to help you on a one-to-one basis if you so desire. I have a discord community of people who share physics and mathematics problems that we try to solve collectively.
Nature is beautiful, so let's learn about its workings!
If you really like my work and want to support me, you can always visit my *preliminary* Patreon page, which will be updated in the future: www.patreon.com/Timokerr
My name is Timo and I love sharing my passion for Physics by helping students understand difficult concepts in an intuitive and visual way. I upload both tutorial-style and theory videos on a weekly basis. I am also happy to help you on a one-to-one basis if you so desire. I have a discord community of people who share physics and mathematics problems that we try to solve collectively.
Nature is beautiful, so let's learn about its workings!
If you really like my work and want to support me, you can always visit my *preliminary* Patreon page, which will be updated in the future: www.patreon.com/Timokerr
Test for Equal Variances | Full Course On Statistics for Data Science with Python.
Welcome to Chapter 6 lesson 6 of the full course on ‘Statistics for Data Science’, using Python! In this lesson we learn how to test two data samples on equal variance. We use built in Python Functions and reiterate the reasoning behind statistical testing.
This lesson includes key concepts, coding examples, and practical applications.
📚 Course Materials:
- [Download the Book/Notes and slides] drive.google.com/drive/folders/1fax_OSSqNtkdjIzZgMfJalwsKLQOurL5?usp=sharing
- [Access the Jupyter Notebooks]
drive.google.com/drive/folders/1S-0cUdrmmc4ca8w9hSQU8z50Xb4qH32T?usp=sharing
🛠 Topics Covered:
- Do two datasets have equal variance?
- How to test for equal variance?
- How to perform Levene's test ...
This lesson includes key concepts, coding examples, and practical applications.
📚 Course Materials:
- [Download the Book/Notes and slides] drive.google.com/drive/folders/1fax_OSSqNtkdjIzZgMfJalwsKLQOurL5?usp=sharing
- [Access the Jupyter Notebooks]
drive.google.com/drive/folders/1S-0cUdrmmc4ca8w9hSQU8z50Xb4qH32T?usp=sharing
🛠 Topics Covered:
- Do two datasets have equal variance?
- How to test for equal variance?
- How to perform Levene's test ...
Просмотров: 19
Видео
Is Your Data Normal? | Full Course On Statistics for Data Science with Python.
Просмотров 38День назад
Welcome to Chapter 6 lesson 5 of the full course on ‘Statistics for Data Science’, using Python! In this lesson we start our exploration of Statistical Testing by looking at how to test whether data is normally distributed. We use built in Python Functions and reiterate the reasoning behind statistical testing. This lesson includes key concepts, coding examples, and practical applications. 📚 Co...
When The P-value FAILS | Full Course On Statistics for Data Science with Python.
Просмотров 100День назад
Welcome to Chapter 6 lesson 3 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we explore the limitations of the p-value, and why it should be used with caution. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] drive.google.com/drive/folders/1fax_OSSqNtkdjIzZgMfJalwsKLQOur...
How To Calculate The P-value | Full Course On Statistics for Data Science with Python.
Просмотров 292 дня назад
Welcome to Chapter 6 lesson 3 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we learn how to use Python Code to calculate the p-value. We will do it manually as an extra exercise to understand what the P-value really means. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides...
Statistical Significance and the P-value | Full Course On Statistics for Data Science with Python.
Просмотров 5614 дней назад
Welcome to Chapter 6 lesson 2 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we explore the concept of the P-value from an intuitive and visual point of view. And how it ties together with statistical significance. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] drive.g...
The Intuition Behind Statistical Testing | Full Course On Statistics for Data Science with Python.
Просмотров 13414 дней назад
Welcome to Chapter 6 lesson 1 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we start our journey on statistical testing by looking at the reasoning behind it, the logic it utilises and how to visualise this concept to get an intuitive understanding. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Downloa...
The Rayleigh Distribution | Full Course On Statistics for Data Science with Python.
Просмотров 7821 день назад
Welcome to Chapter 5 lesson 10 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we learn about the Rayleigh Distribution. We will look at its main properties, how to generate and visualise it, and what its applications are. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] ...
The Binomial Distribution | Full Course On Statistics for Data Science with Python.
Просмотров 10921 день назад
Welcome to Chapter 5 lesson 9 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we learn about the Binomial Distribution. We will look at its main properties, how to generate and visualise it, and what its applications are. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] d...
The Poisson Distribution | Full Course On Statistics for Data Science with Python.
Просмотров 8028 дней назад
Welcome to Chapter 5 lesson 8 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we learn about the Poisson Distribution. We will look at its main properties, how to generate and visualise it, and what its applications are. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] dr...
The Exponential Distribution | Full Course On Statistics for Data Science with Python.
Просмотров 148Месяц назад
Welcome to Chapter 5 lesson 7 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we learn about the Exponential Distribution. We will look at its main properties, how to generate and visualise it, and what its applications are. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides...
The Uniform Distribution | Full Course On Statistics for Data Science with Python.
Просмотров 41Месяц назад
Welcome to Chapter 5 lesson 6 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we learn about the Uniform Distribution. We will look at its main properties, how to generate and visualise it, and what its applications are. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] dr...
The Normal Distribution | Full Course On Statistics for Data Science with Python.
Просмотров 170Месяц назад
Welcome to Chapter 5 lesson 5 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we start our exploration of the Distribution Zoo by looking at the Normal Distribution. We will look at its main properties, how to generate and visualise it, and what its applications are. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Mater...
Cumulative Distribution Function | Full Course On Statistics for Data Science with Python.
Просмотров 68Месяц назад
Welcome to Chapter 5 lesson 4 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we explore the Cumulative Distribution Function: what it is, where it is useful, and how to visualise it using Python. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] drive.google.com/drive/fol...
Sigma Levels | Full Course On Statistics for Data Science with Python.
Просмотров 144Месяц назад
Welcome to Chapter 5 lesson 3 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we learn about how to convert between data intervals and standard deviations. This will bring us to the concept of Sigma Levels. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] drive.google.com...
Data Intervals and Percentiles | Full Course On Statistics for Data Science with Python.
Просмотров 116Месяц назад
Welcome to Chapter 5 lesson 2 of the full course on ‘Statistics for Data Science’, using Python! In this lesson, we explore what Data Intervals and Percentiles are, and how to calculate them for any dataset. This lesson includes key concepts, coding examples, and practical applications. 📚 Course Materials: - [Download the Book/Notes and slides] drive.google.com/drive/folders/1fax_OSSqNtkdjIzZgM...
Distribution Functions: Mean and Variance | Full Course On Statistics for Data Science with Python.
Просмотров 129Месяц назад
Distribution Functions: Mean and Variance | Full Course On Statistics for Data Science with Python.
Central Limit Theorem: Limitations | Full Course On Statistics for Data Science with Python.
Просмотров 71Месяц назад
Central Limit Theorem: Limitations | Full Course On Statistics for Data Science with Python.
Central Limit Theorem: Simulation | Full Course On Statistics for Data Science with Python.
Просмотров 62Месяц назад
Central Limit Theorem: Simulation | Full Course On Statistics for Data Science with Python.
The importance of Sample Size | Full Course On Statistics for Data Science with Python.
Просмотров 50Месяц назад
The importance of Sample Size | Full Course On Statistics for Data Science with Python.
Generating Multiple Samples | Full Course On Statistics for Data Science with Python.
Просмотров 182 месяца назад
Generating Multiple Samples | Full Course On Statistics for Data Science with Python.
Compute Basic Statistics | Full Course On Statistics for Data Science with Python.
Просмотров 342 месяца назад
Compute Basic Statistics | Full Course On Statistics for Data Science with Python.
Sample VS Population | Full Course On Statistics for Data Science with Python.
Просмотров 512 месяца назад
Sample VS Population | Full Course On Statistics for Data Science with Python.
Generating Data Using Python | Full Course On Statistics for Data Science with Python.
Просмотров 512 месяца назад
Generating Data Using Python | Full Course On Statistics for Data Science with Python.
Tabular Data in Python | Full Course On Statistics for Data Science with Python.
Просмотров 482 месяца назад
Tabular Data in Python | Full Course On Statistics for Data Science with Python.
Probability Density Function | Full Course On Statistics for Data Science with Python.
Просмотров 812 месяца назад
Probability Density Function | Full Course On Statistics for Data Science with Python.
The Histogram Animated! | Full Course On Statistics for Data Science with Python.
Просмотров 752 месяца назад
The Histogram Animated! | Full Course On Statistics for Data Science with Python.
Why Data Science? | Full Course On Statistics for Data Science with Python.
Просмотров 1242 месяца назад
Why Data Science? | Full Course On Statistics for Data Science with Python.
Introduction | Full Course On Statistics for Data Science with Python.
Просмотров 1092 месяца назад
Introduction | Full Course On Statistics for Data Science with Python.
Rotation Matrix: Example Exercise - Step-by-Step!
Просмотров 1,4 тыс.11 месяцев назад
Rotation Matrix: Example Exercise - Step-by-Step!