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The Effective Data Scientist
Do you want to boost your career as a data scientist? Our podcast helps you in achieving this by teaching you relevant knowledge about all the different aspects of becoming a more effective data scientist.
Episodes
- The Effective Data Scientist
Box Medalist Brad Jones on Design of Experiments
Sources ENBIS – Recipients of the George Box Medal ENBIS-26 Box Medal session timetable
- The Effective Data Scientist
Your AI-Powered Data Science Toolkit
AI can dramatically expand what one data scientist can do. But where does that multiplier stop? Aziza sits down with Glen Wright Colopy of Polaris Data Labs to…
- The Effective Data Scientist
The Secret Power of Data Evangelist
In this episode of The Effective Data Scientist Podcast, we sit down with Jeff Stevenson, CMC MSAT Specialist at Boehringer Ingelheim and one of the most…
- The Effective Data Scientist
Using Frameworks for Prompts for Better Outcomes
Episode Summary How can you get better, more reliable results from AI? In this episode, Paolo and Aziza explore why effective prompting is about much more than…
- The Effective Data Scientist
Alexander and Team on What Leadership Means in Data Science
Leadership is often misunderstood as something reserved for managers and executives. In this episode of The Effective Data Scientist Podcast, Aziza…
- The Effective Data Scientist
Relaunching The Effective Data Scientist: Beyond Code to Influence, Impact & Career Growth
Episode Summary I’m excited to welcome you to the relaunch of The Effective Data Scientist Podcast. In this episode, I’m joined by my new co-hosts, Aziza…
- The Effective Data Scientist
As a Statistician - Do You Take the Back Seat or Do You Drive Yourself? (Episode 24)
Discussion with Alexander Schacht and Benjamin Piske how it relates to your goals, what it takes to think strategically, which role innovation has here, what…
- The Effective Data Scientist
On Building Your Own Company (Episode 23)
Interview with Shafi Chowdhury In this episode, we’ll cover an amazing story by one of the best programmers and mentors I ever worked with - Shafi Chowdhury…
- The Effective Data Scientist
Cluster Analysis (Episode 22)
Discussion with Alexander Schacht and Paolo Eusebi 000000E2 000000E0 00002DDD 00002879 000099FA 0000A568 00007FBA 00006CBA 00004C39 0000A224
- The Effective Data Scientist
Dimension Reduction with PCA (Episode 21)
Discussion with Alexander Schacht and Paolo Eusebi 0000016B 0000015F 000045CA 00003CF4 0013891F 000E045E 00007FBA 00006E82 00004C39 001366D6
- The Effective Data Scientist
How to Write Impactful and Effective Emails While Avoiding Common Mistakes (Episode 20)
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 communicate…
- The Effective Data Scientist
Tips and Tricks to Reduce Your Email Burden Including the Option of Last Resort (Episode 19)
Discussion with Alexander Schacht and Benjamin Piske By listening to this episode, you’ll learn about these topics: What are helpful mindsets about emails Five…
- The Effective Data Scientist
Data Visualization Part 2 (Episode 18)
Discussion with Alexander Schacht and Paolo Eusebi In this episode, we share out ideas and experiences, which mindset sets up statisticians for success. We…
- The Effective Data Scientist
Success Starts in Your Head - Thoughts About the Mindset of Being Successful (Episode 16)
Discussion with Alexander Schacht and Benjamin Piske In this episode, we share our ideas and experiences, which mindset sets up for success. We cover topics…
- The Effective Data Scientist
Writing Reproducible Reports using Quarto (Episode 13)
Discussion with Paolo and Thomas Communicating data is so important! Quarto is a fantastic tool for writing reproducible reports using literate programming…
- The Effective Data Scientist
Sharing your Code with R Packages (Episode 12)
Resources: R Packages (2e)
- The Effective Data Scientist
How to Effectively Structure Data Science Projects in R (Episode 11)
In this episode, Paolo and Thomas dive into the fundamental principles for a well-structured data science project. These include practical advice on: •…
- The Effective Data Scientist
Dichotomization and Proportional Odds Model (Episode 10)
In this episode, we move from the logistic regression model to proportional odds model, with emphasis on interpretation and the checking of assumptions…
- The Effective Data Scientist
Logistic regression (Episode 9)
Logistic regression is a beautiful tool for modeling a binary dependent variable, although many more complex extensions exist. In the show, we will speak about…
- The Effective Data Scientist
3 steps to make your research more reproducible with Heidi Seibold (Episode 8)
Creating reproducible research is crucial for data scientists as it ensures transparency, understanding, and accuracy in the research process. Not only does it…
- The Effective Data Scientist
The art of communicating data with Hana Khan
Alexander interviewed Hana Khan about her path from being a data analyst to a data visualizer. Hana runs Hanalytx, her own company, which is specialized in…
- The Effective Data Scientist
Bayesian inference and probabilistic programming
Interview with Alex Andorra Interviewing Alex Andorra about bayesian inference, probabilistic programming, and more was a pleasure. Alex is a data scientist…
- The Effective Data Scientist
Everything to know to write programs like a pro - Principles for good programming (Episode 5)
Interview with Shafi Chowdhury Click here to get the quick guide! Shafi Chowdhury This image has an empty alt attribute; its file name is shaffi.webp He has…
- The Effective Data Scientist
Interpretable ML with Serg Masis
Interpretable Machine Learning with Python - Second Ed Interpretable Machine Learning with Python - Second Edition [link] Explainable Boosting Machine [link]…
- The Effective Data Scientist
Become familiar with linear regression - Part 2 (Episode 3)
Other resources: Linear Models with R by Julian J. Faraway, 2nd Edition Regression Modeling Strategies by Frank E. Harrell