Tarek Amr

Machine Learning Engineer

Tarek Amr

Practical D3

My data visualization book using d3.js is available now. This is your guide to mastering the efficient use of D3.js in professional-standard data visualization projects.

You will learn what data visualization is, how to work with it, and how to think like a D3.js expert, both practically and theoretically. You will learn how to get the data, how to clean and refine it, and how to display it in the best charts and layouts. The book is for experience Front End JavaScript Developers, as well as for Data Journalists who who have basic knowledge of HTML/CSS and some JavaScript.

I co-authored the book with Rayna Stamboliyska. You can order it from any of the following links

Apress Amazon
Bayesian Experimentation
Bayesian AB-Tests

Throughout the course of your career, you may need to quantify the effect of changes you make to a product or service. These change can be the introduction of a new design to a website, the creation of a new medicine, or even choosing one football player to take a penalty kick for your team over another in the World Cup final.

The way we quantify these changes is usually via A/B experiments. Traditionally, the frequentist approach prevails. However, Bayesian approach is that it is more intuitive and easy to explain to your stakeholders. You can communicate to them — from day one — the belief you have reached about your samples’ differences. Additionally, you can make use of prior knowledge you have about your website visitors, and plug it into your analysis to reach a quicker conclusion.

Bayesian AB-Tests
Practical D3

My data visualization book using d3.js is available now. This is your guide to mastering the efficient use of D3.js in professional-standard data visualization projects.

You will learn what data visualization is, how to work with it, and how to think like a D3.js expert, both practically and theoretically. You will learn how to get the data, how to clean and refine it, and how to display it in the best charts and layouts. The book is for experience Front End JavaScript Developers, as well as for Data Journalists who who have basic knowledge of HTML/CSS and some JavaScript.

I co-authored the book with Rayna Stamboliyska. You can order it from any of the following links

Apress Amazon
Bayesian Experimentation
Bayesian AB-Tests

Throughout the course of your career, you may need to quantify the effect of changes you make to a product or service. These change can be the introduction of a new design to a website, the creation of a new medicine, or even choosing one football player to take a penalty kick for your team over another in the World Cup final.

The way we quantify these changes is usually via A/B experiments. Traditionally, the frequentist approach prevails. However, Bayesian approach is that it is more intuitive and easy to explain to your stakeholders. You can communicate to them — from day one — the belief you have reached about your samples’ differences. Additionally, you can make use of prior knowledge you have about your website visitors, and plug it into your analysis to reach a quicker conclusion.

Bayesian AB-Tests
Practical D3

My data visualization book using d3.js is available now. This is your guide to mastering the efficient use of D3.js in professional-standard data visualization projects.

You will learn what data visualization is, how to work with it, and how to think like a D3.js expert, both practically and theoretically. You will learn how to get the data, how to clean and refine it, and how to display it in the best charts and layouts. The book is for experience Front End JavaScript Developers, as well as for Data Journalists who who have basic knowledge of HTML/CSS and some JavaScript.

I co-authored the book with Rayna Stamboliyska. You can order it from any of the following links

Apress Amazon
Bayesian Experimentation
Bayesian AB-Tests

Throughout the course of your career, you may need to quantify the effect of changes you make to a product or service. These change can be the introduction of a new design to a website, the creation of a new medicine, or even choosing one football player to take a penalty kick for your team over another in the World Cup final.

The way we quantify these changes is usually via A/B experiments. Traditionally, the frequentist approach prevails. However, Bayesian approach is that it is more intuitive and easy to explain to your stakeholders. You can communicate to them — from day one — the belief you have reached about your samples’ differences. Additionally, you can make use of prior knowledge you have about your website visitors, and plug it into your analysis to reach a quicker conclusion.

Bayesian AB-Tests
Practical D3

My data visualization book using d3.js is available now. This is your guide to mastering the efficient use of D3.js in professional-standard data visualization projects.

You will learn what data visualization is, how to work with it, and how to think like a D3.js expert, both practically and theoretically. You will learn how to get the data, how to clean and refine it, and how to display it in the best charts and layouts. The book is for experience Front End JavaScript Developers, as well as for Data Journalists who who have basic knowledge of HTML/CSS and some JavaScript.

I co-authored the book with Rayna Stamboliyska. You can order it from any of the following links

Apress Amazon
Bayesian Experimentation
Bayesian AB-Tests

Throughout the course of your career, you may need to quantify the effect of changes you make to a product or service. These change can be the introduction of a new design to a website, the creation of a new medicine, or even choosing one football player to take a penalty kick for your team over another in the World Cup final.

The way we quantify these changes is usually via A/B experiments. Traditionally, the frequentist approach prevails. However, Bayesian approach is that it is more intuitive and easy to explain to your stakeholders. You can communicate to them — from day one — the belief you have reached about your samples’ differences. Additionally, you can make use of prior knowledge you have about your website visitors, and plug it into your analysis to reach a quicker conclusion.

Bayesian AB-Tests
Practical D3

My data visualization book using d3.js is available now. This is your guide to mastering the efficient use of D3.js in professional-standard data visualization projects.

You will learn what data visualization is, how to work with it, and how to think like a D3.js expert, both practically and theoretically. You will learn how to get the data, how to clean and refine it, and how to display it in the best charts and layouts. The book is for experience Front End JavaScript Developers, as well as for Data Journalists who who have basic knowledge of HTML/CSS and some JavaScript.

I co-authored the book with Rayna Stamboliyska. You can order it from any of the following links

Apress Amazon
Bayesian Experimentation
Bayesian AB-Tests

Throughout the course of your career, you may need to quantify the effect of changes you make to a product or service. These change can be the introduction of a new design to a website, the creation of a new medicine, or even choosing one football player to take a penalty kick for your team over another in the World Cup final.

The way we quantify these changes is usually via A/B experiments. Traditionally, the frequentist approach prevails. However, Bayesian approach is that it is more intuitive and easy to explain to your stakeholders. You can communicate to them — from day one — the belief you have reached about your samples’ differences. Additionally, you can make use of prior knowledge you have about your website visitors, and plug it into your analysis to reach a quicker conclusion.

Bayesian AB-Tests

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