The Effective Data Scientist

As a Statistician - Do You Take the Back Seat or Do You Drive Yourself? (Episode 24)

25 Jan 2024

Contributed by Lukas

In this podcast episode, we discuss an important part of leadership – proactive behaviour. Or simply put—drive! As a statistician, your day-to-da...

On Building Your Own Company (Episode 23)

11 Jan 2024

Contributed by Lukas

In this episode, we’ll cover an amazing story by one of the best programmers and mentors I ever worked with - Shafi Chowdhury (www.shaficonsultancy....

Cluster Analysis (Episode 22)

29 Dec 2023

Contributed by Lukas

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Dimension Reduction with PCA (Episode 21)

14 Dec 2023

Contributed by Lukas

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How to Write Impactful and Effective Emails While Avoiding Common Mistakes (Episode 20)

17 Nov 2023

Contributed by Lukas

Do you have a lot of email ping-pong, where emails go back and forth many times – too many times? Are you aware about the brand of you, that you co...

Tips and Tricks to Reduce Your Email Burden Including the Option of Last Resort (Episode 19)

02 Nov 2023

Contributed by Lukas

Everybody uses email multiple times during the day and email represents a key communication channel. Managing the flood of emails effectively will red...

Data Visualization Part 2 (Episode 18)

19 Oct 2023

Contributed by Lukas

In this episode, we share out ideas and experiences, which mindset sets up statisticians for success. We cover topics around:

Data Visualization Part 1 (Episode 17)

05 Oct 2023

Contributed by Lukas

Success Starts in Your Head - Thoughts About the Mindset of Being Successful (Episode 16)

21 Sep 2023

Contributed by Lukas

In this episode, we share our ideas and experiences, which mindset sets up statisticians for success. Leading people Convincing business partners Del...

What Are the Questions to Ask If You Get a New Project? (Episode 15)

06 Sep 2023

Contributed by Lukas

A Picture Says More Than 1000 Tables (Episode 14)

13 Jul 2023

Contributed by Lukas

Writing Reproducible Reports using Quarto (Episode 13)

29 Jun 2023

Contributed by Lukas

Communicating data is so important! Quarto is a fantastic tool for writing reproducible reports using literate programming. Literate programming allow...

Sharing your Code with R Packages (Episode 12)

15 Jun 2023

Contributed by Lukas

In this episode, Paolo interviewed Thomas on why sharing your code with R packages for some data science projects is essential. When is it important? ...

How to Effectively Structure Data Science Projects in R (Episode 11)

01 Jun 2023

Contributed by Lukas

We have outstanding news for you! Thomas Neitmann joins The Effective Data Scientist as a co-host of the show! Thomas is an Associate Director of Da...

Dichotomization and Proportional Odds Model (Episode 10)

18 May 2023

Contributed by Lukas

In this episode, we move from the logistic regression model to the proportional odds model, with emphasis on interpretation and the checking of assump...

Logistic regression (Episode 9)

08 May 2023

Contributed by Lukas

Logistic regression is a beautiful tool for modeling a binary dependent variable, although many more complex extensions exist. In the show, we will sp...

3 steps to make your research more reproducible with Heidi Seibold (Episode 8)

21 Apr 2023

Contributed by Lukas

Creating reproducible research is crucial for data scientists as it ensures transparency, understanding, and accuracy in the research process. Not onl...

The art of communicating data with Hana Khan

05 Apr 2023

Contributed by Lukas

Bayesian inference and probabilistic programming

10 Mar 2023

Contributed by Lukas

Everything to know to write programs like a pro - Principles for good programming (Episode 5)

09 Feb 2023

Contributed by Lukas

Ok – not everything, but in this episode you will get all the tips to make sure, you avoid the most common mistakes and that your code looks profess...

Interpretable ML with Serg Masis

26 Jan 2023

Contributed by Lukas

An awesome guided tour in the world of interpretable machine learning with Serg Masis. Serg Masis is data scientist at Syngenta, a leading science-bas...

Become familiar with linear regression - Part 2 (Episode 3)

12 Jan 2023

Contributed by Lukas

In this episode, we continue to dive into the linear regression model. What are the real-world applications? When our model fit is enough? What are th...

Introduction to Linear Regression (Episode 2)

07 Jul 2021

Contributed by Lukas

Welcome to the effective data scientist podcast

05 Jul 2021

Contributed by Lukas