Reuven M. Lerner
@lernerpython.com
Helping you become more confident with Python and Pandas since 1995.
• Courses: LernerPython.com
• Newsletters: BetterDevelopersWeekly.com • BambooWeekly.com
• Books: PythonWorkout.com • PandasWorkout.com
• Videos: YouTube.com/reuvenlerner
• Courses: LernerPython.com
• Newsletters: BetterDevelopersWeekly.com • BambooWeekly.com
• Books: PythonWorkout.com • PandasWorkout.com
• Videos: YouTube.com/reuvenlerner
Pinned
Reuven M. Lerner
@lernerpython.com
· Nov 12
Hi there! 👋 I'm Reuven, and I've been teaching #Python and Pandas around the world since 1995.
Just about every day, my students ask great questions. I love sharing those questions (and my answers), along with other resources to help you improve your Python/Pandas fluency.
Just about every day, my students ask great questions. I love sharing those questions (and my answers), along with other resources to help you improve your Python/Pandas fluency.
In today's Bamboo Weekly, I pose 5 data-analysis questions about museum heists — based on a recent paper, and the recent theft from the Louvre in Paris.
Use grouping, regular expressions, and multi-indexes to analyze heist data!
Improve your Pandas skills every Wednesday: bambooweekly.com
Use grouping, regular expressions, and multi-indexes to analyze heist data!
Improve your Pandas skills every Wednesday: bambooweekly.com
November 12, 2025 at 5:00 PM
In today's Bamboo Weekly, I pose 5 data-analysis questions about museum heists — based on a recent paper, and the recent theft from the Louvre in Paris.
Use grouping, regular expressions, and multi-indexes to analyze heist data!
Improve your Pandas skills every Wednesday: bambooweekly.com
Use grouping, regular expressions, and multi-indexes to analyze heist data!
Improve your Pandas skills every Wednesday: bambooweekly.com
Do you use Python, but...
• want to go beyond the syntax?
• want to feel confident in interviews?
• want to work on real data projects?
A new cohort of my #Python Data Analytics Bootcamp is starting soon! Join me on November 18th for a free info session.
More info: pythondab.com
• want to go beyond the syntax?
• want to feel confident in interviews?
• want to work on real data projects?
A new cohort of my #Python Data Analytics Bootcamp is starting soon! Join me on November 18th for a free info session.
More info: pythondab.com
PythonDAB — Reuven's Python Analytics Bootcamp - LernerPython
Start your new career in Data Analytics
PythonDAB.com
November 11, 2025 at 8:00 PM
Do you use Python, but...
• want to go beyond the syntax?
• want to feel confident in interviews?
• want to work on real data projects?
A new cohort of my #Python Data Analytics Bootcamp is starting soon! Join me on November 18th for a free info session.
More info: pythondab.com
• want to go beyond the syntax?
• want to feel confident in interviews?
• want to work on real data projects?
A new cohort of my #Python Data Analytics Bootcamp is starting soon! Join me on November 18th for a free info session.
More info: pythondab.com
uv makes #Python packaging it fast, easy, and modern — replacing everything from pip, pyenv, and pipx to twine, venv, and Poetry.
If you’ve been wondering whether — and how — to switch to uv and use it, my free, 12-part course will you everything you need.
Take a look: youtu.be/PrRQC3_6scQ
If you’ve been wondering whether — and how — to switch to uv and use it, my free, 12-part course will you everything you need.
Take a look: youtu.be/PrRQC3_6scQ
Learn uv with my all-new "uv crash course", at https://uvcrashcourse.com
YouTube video by Python and Pandas with Reuven Lerner
youtu.be
November 10, 2025 at 1:07 PM
uv makes #Python packaging it fast, easy, and modern — replacing everything from pip, pyenv, and pipx to twine, venv, and Poetry.
If you’ve been wondering whether — and how — to switch to uv and use it, my free, 12-part course will you everything you need.
Take a look: youtu.be/PrRQC3_6scQ
If you’ve been wondering whether — and how — to switch to uv and use it, my free, 12-part course will you everything you need.
Take a look: youtu.be/PrRQC3_6scQ
In the latest Bamboo Weekly, I pose data-analysis questions about cellphones in schools:
• What policies do schools have?
° Do rules differ by age or region?
• What effects (positive and negative) do schools report from phone use?
Level up your #Python #Pandas skills every week: bambooweekly.com
• What policies do schools have?
° Do rules differ by age or region?
• What effects (positive and negative) do schools report from phone use?
Level up your #Python #Pandas skills every week: bambooweekly.com
November 7, 2025 at 11:00 AM
In the latest Bamboo Weekly, I pose data-analysis questions about cellphones in schools:
• What policies do schools have?
° Do rules differ by age or region?
• What effects (positive and negative) do schools report from phone use?
Level up your #Python #Pandas skills every week: bambooweekly.com
• What policies do schools have?
° Do rules differ by age or region?
• What effects (positive and negative) do schools report from phone use?
Level up your #Python #Pandas skills every week: bambooweekly.com
Assignment in #Python seems so simple... but when you use =, a lot of different things can happen!
In my talk from @europython.eu, I described what happens when you use =, from variables to attributes to descriptors -- including the behind-the-scenes opcodes.
Take a look: youtu.be/0eSutJEeR5c
In my talk from @europython.eu, I described what happens when you use =, from variables to attributes to descriptors -- including the behind-the-scenes opcodes.
Take a look: youtu.be/0eSutJEeR5c
What does = do? — Reuven M. Lerner
YouTube video by EuroPython Conference
youtu.be
November 4, 2025 at 7:25 AM
Assignment in #Python seems so simple... but when you use =, a lot of different things can happen!
In my talk from @europython.eu, I described what happens when you use =, from variables to attributes to descriptors -- including the behind-the-scenes opcodes.
Take a look: youtu.be/0eSutJEeR5c
In my talk from @europython.eu, I described what happens when you use =, from variables to attributes to descriptors -- including the behind-the-scenes opcodes.
Take a look: youtu.be/0eSutJEeR5c
Want to learn uv?
uv has taken the #Python world by storm. But using it isn't just about learning a few commands.
That's where my new, free, 12-part "uv crash course" comes in. Every day, you'll get detailed e-mail with info about using uv.
Sign up: uvcrashcourse.com
uv has taken the #Python world by storm. But using it isn't just about learning a few commands.
That's where my new, free, 12-part "uv crash course" comes in. Every day, you'll get detailed e-mail with info about using uv.
Sign up: uvcrashcourse.com
November 3, 2025 at 1:11 PM
Want to learn uv?
uv has taken the #Python world by storm. But using it isn't just about learning a few commands.
That's where my new, free, 12-part "uv crash course" comes in. Every day, you'll get detailed e-mail with info about using uv.
Sign up: uvcrashcourse.com
uv has taken the #Python world by storm. But using it isn't just about learning a few commands.
That's where my new, free, 12-part "uv crash course" comes in. Every day, you'll get detailed e-mail with info about using uv.
Sign up: uvcrashcourse.com
How do you connect #FastAPI to a database?
In this 30-minute tutorial, I create a simple FastAPI app that implements a blog — starting with uv, then going onto an SQLModel class, then going through the various FastAPI functions we need for it to work.
Have a look: www.youtube.com/watch?v=eZGy...
In this 30-minute tutorial, I create a simple FastAPI app that implements a blog — starting with uv, then going onto an SQLModel class, then going through the various FastAPI functions we need for it to work.
Have a look: www.youtube.com/watch?v=eZGy...
Getting started with FastAPI and SQLModel — Build a simple blog API (full tutorial)
YouTube video by Python and Pandas with Reuven Lerner
www.youtube.com
October 31, 2025 at 8:54 AM
How do you connect #FastAPI to a database?
In this 30-minute tutorial, I create a simple FastAPI app that implements a blog — starting with uv, then going onto an SQLModel class, then going through the various FastAPI functions we need for it to work.
Have a look: www.youtube.com/watch?v=eZGy...
In this 30-minute tutorial, I create a simple FastAPI app that implements a blog — starting with uv, then going onto an SQLModel class, then going through the various FastAPI functions we need for it to work.
Have a look: www.youtube.com/watch?v=eZGy...
Hurricane Melissa is causing awful damage. In the latest Bamboo Weekly, I pose six problems based on NOAA hurricane data -- using grouping, resampling, and plotting on windspeed and even their names.
Check out bambooweekly.com, and level up your Pandas skills!
Check out bambooweekly.com, and level up your Pandas skills!
October 30, 2025 at 7:00 PM
Hurricane Melissa is causing awful damage. In the latest Bamboo Weekly, I pose six problems based on NOAA hurricane data -- using grouping, resampling, and plotting on windspeed and even their names.
Check out bambooweekly.com, and level up your Pandas skills!
Check out bambooweekly.com, and level up your Pandas skills!
The latest Bamboo Weekly has it all: Joins, plotting, and Marimo UI elements... but also central banking, inflation, and macroeconomics.
(Also: A panda dressed like Eva Peron!)
Solve problems related to Argentina with real-world data, while improving your Pandas.
Check it out: bambooweekly.com
(Also: A panda dressed like Eva Peron!)
Solve problems related to Argentina with real-world data, while improving your Pandas.
Check it out: bambooweekly.com
October 23, 2025 at 3:01 PM
The latest Bamboo Weekly has it all: Joins, plotting, and Marimo UI elements... but also central banking, inflation, and macroeconomics.
(Also: A panda dressed like Eva Peron!)
Solve problems related to Argentina with real-world data, while improving your Pandas.
Check it out: bambooweekly.com
(Also: A panda dressed like Eva Peron!)
Solve problems related to Argentina with real-world data, while improving your Pandas.
Check it out: bambooweekly.com
How much do developers earn? What languages (other than Python) do they want to learn?
In the latest Bamboo Weekly, we analyze results from the 2025 Stack Overflow survey.
Improve your #Python #Pandas and #dataanalysis skills — questions on Wednesdays, solutions on Thursdays.
bambooweekly.com
In the latest Bamboo Weekly, we analyze results from the 2025 Stack Overflow survey.
Improve your #Python #Pandas and #dataanalysis skills — questions on Wednesdays, solutions on Thursdays.
bambooweekly.com
October 16, 2025 at 7:05 PM
How much do developers earn? What languages (other than Python) do they want to learn?
In the latest Bamboo Weekly, we analyze results from the 2025 Stack Overflow survey.
Improve your #Python #Pandas and #dataanalysis skills — questions on Wednesdays, solutions on Thursdays.
bambooweekly.com
In the latest Bamboo Weekly, we analyze results from the 2025 Stack Overflow survey.
Improve your #Python #Pandas and #dataanalysis skills — questions on Wednesdays, solutions on Thursdays.
bambooweekly.com
The US has imposed big tariffs on Chinese goods. Have they affected China's exports to the US? To the rest of the world?
Bamboo Weekly asks you to answer these questions using #Python and #pandas , using Chinese export stats.
Get new data challenges every Wednesday: bambooweekly.com .
Bamboo Weekly asks you to answer these questions using #Python and #pandas , using Chinese export stats.
Get new data challenges every Wednesday: bambooweekly.com .
October 8, 2025 at 4:16 PM
The US has imposed big tariffs on Chinese goods. Have they affected China's exports to the US? To the rest of the world?
Bamboo Weekly asks you to answer these questions using #Python and #pandas , using Chinese export stats.
Get new data challenges every Wednesday: bambooweekly.com .
Bamboo Weekly asks you to answer these questions using #Python and #pandas , using Chinese export stats.
Get new data challenges every Wednesday: bambooweekly.com .
The US government is shut down! But Bamboo Weekly is still is on the job, with #dataanalysis puzzles — this time, about US federal employees.
Get new #Python #Pandas challenges on Wednesdays, with detailed solutions and explanations on Thursdays, at bambooweekly.com .
Get new #Python #Pandas challenges on Wednesdays, with detailed solutions and explanations on Thursdays, at bambooweekly.com .
October 3, 2025 at 6:38 AM
The US government is shut down! But Bamboo Weekly is still is on the job, with #dataanalysis puzzles — this time, about US federal employees.
Get new #Python #Pandas challenges on Wednesdays, with detailed solutions and explanations on Thursdays, at bambooweekly.com .
Get new #Python #Pandas challenges on Wednesdays, with detailed solutions and explanations on Thursdays, at bambooweekly.com .
The UN is in session. For politicians, that means speeches and fancy meetings.
And so, Bamboo Weekly's latest batch of #Pandas challenges use grouping, text analysis, and pivot tables to review Security Council records.
Check them out: bambooweekly.com
And so, Bamboo Weekly's latest batch of #Pandas challenges use grouping, text analysis, and pivot tables to review Security Council records.
Check them out: bambooweekly.com
September 25, 2025 at 3:20 PM
The UN is in session. For politicians, that means speeches and fancy meetings.
And so, Bamboo Weekly's latest batch of #Pandas challenges use grouping, text analysis, and pivot tables to review Security Council records.
Check them out: bambooweekly.com
And so, Bamboo Weekly's latest batch of #Pandas challenges use grouping, text analysis, and pivot tables to review Security Council records.
Check them out: bambooweekly.com
I had a great time at PyCon India, and in Bangalore. But the traffic was ... quite the experience, both taking taxis crossing streets.
For this week's data-analysis problems in Bamboo Weekly, I thus looked at vehicle registrations in India.
Check it out at bambooweekly.com!
For this week's data-analysis problems in Bamboo Weekly, I thus looked at vehicle registrations in India.
Check it out at bambooweekly.com!
September 19, 2025 at 12:01 PM
I had a great time at PyCon India, and in Bangalore. But the traffic was ... quite the experience, both taking taxis crossing streets.
For this week's data-analysis problems in Bamboo Weekly, I thus looked at vehicle registrations in India.
Check it out at bambooweekly.com!
For this week's data-analysis problems in Bamboo Weekly, I thus looked at vehicle registrations in India.
Check it out at bambooweekly.com!
Reposted by Reuven M. Lerner
📊 Who is using Python, and how?
@lernerpython.com explores the latest Python Developer Survey in the latest installment of “Bamboo Weekly”, a newsletter featuring new Pandas data analysis puzzles and solutions every week.
➡️ Explore Reuven’s deep-dive: jb.gg/bwnjbs
@lernerpython.com explores the latest Python Developer Survey in the latest installment of “Bamboo Weekly”, a newsletter featuring new Pandas data analysis puzzles and solutions every week.
➡️ Explore Reuven’s deep-dive: jb.gg/bwnjbs
jb.gg
September 15, 2025 at 2:26 PM
📊 Who is using Python, and how?
@lernerpython.com explores the latest Python Developer Survey in the latest installment of “Bamboo Weekly”, a newsletter featuring new Pandas data analysis puzzles and solutions every week.
➡️ Explore Reuven’s deep-dive: jb.gg/bwnjbs
@lernerpython.com explores the latest Python Developer Survey in the latest installment of “Bamboo Weekly”, a newsletter featuring new Pandas data analysis puzzles and solutions every week.
➡️ Explore Reuven’s deep-dive: jb.gg/bwnjbs
Ever wonder which airlines are more cramped? Or how much more room premium economy or business class gives you?
In the latest Bamboo Weekly, we use #Pandas to analyze airline seating data with grouping, pivot tables, and regular expressions.
New Pandas questions every Wednesday: bambooweekly.com
In the latest Bamboo Weekly, we use #Pandas to analyze airline seating data with grouping, pivot tables, and regular expressions.
New Pandas questions every Wednesday: bambooweekly.com
September 11, 2025 at 10:48 AM
Ever wonder which airlines are more cramped? Or how much more room premium economy or business class gives you?
In the latest Bamboo Weekly, we use #Pandas to analyze airline seating data with grouping, pivot tables, and regular expressions.
New Pandas questions every Wednesday: bambooweekly.com
In the latest Bamboo Weekly, we use #Pandas to analyze airline seating data with grouping, pivot tables, and regular expressions.
New Pandas questions every Wednesday: bambooweekly.com
It's hot and rainy in Taipei. But just how rainy?
In my PyCon TW lightning talk, I downloaded, analyzed, and plotted rain data using Pandas.
I did it all in @marimo.io , and posted it to the "Molab" server, so you run the analysis in your browser: molab.marimo.io/notebooks/nb...
In my PyCon TW lightning talk, I downloaded, analyzed, and plotted rain data using Pandas.
I did it all in @marimo.io , and posted it to the "Molab" server, so you run the analysis in your browser: molab.marimo.io/notebooks/nb...
September 10, 2025 at 10:09 AM
It's hot and rainy in Taipei. But just how rainy?
In my PyCon TW lightning talk, I downloaded, analyzed, and plotted rain data using Pandas.
I did it all in @marimo.io , and posted it to the "Molab" server, so you run the analysis in your browser: molab.marimo.io/notebooks/nb...
In my PyCon TW lightning talk, I downloaded, analyzed, and plotted rain data using Pandas.
I did it all in @marimo.io , and posted it to the "Molab" server, so you run the analysis in your browser: molab.marimo.io/notebooks/nb...
The latest Bamboo Weekly examines wind turbines:
• Which countries generate the most electricity from wind?
* Do countries that invest in wind power also invest in solar?
Level up your #Python/#Pandas skills! New questions every Wednesday, new solutions every Thursday.
bambooweekly.com
• Which countries generate the most electricity from wind?
* Do countries that invest in wind power also invest in solar?
Level up your #Python/#Pandas skills! New questions every Wednesday, new solutions every Thursday.
bambooweekly.com
August 28, 2025 at 10:25 PM
The latest Bamboo Weekly examines wind turbines:
• Which countries generate the most electricity from wind?
* Do countries that invest in wind power also invest in solar?
Level up your #Python/#Pandas skills! New questions every Wednesday, new solutions every Thursday.
bambooweekly.com
• Which countries generate the most electricity from wind?
* Do countries that invest in wind power also invest in solar?
Level up your #Python/#Pandas skills! New questions every Wednesday, new solutions every Thursday.
bambooweekly.com
Using uv for your #Python projects? You're probably doing it wrong.
While uv *can* replace pip, pyenv, and venvs, you really should be using it differently. If you do, things get easier and more straightforward.
Read more: lerner.co.il/2025/08/28/y...
While uv *can* replace pip, pyenv, and venvs, you really should be using it differently. If you do, things get easier and more straightforward.
Read more: lerner.co.il/2025/08/28/y...
You're probably using uv wrong
[This is adopted from my "Better developers" newsletter: https://BetterDevelopersWeekly.com ] Like many others in the Python world, I've adopted "uv", the do-everything, lightning-fast package manager...
lerner.co.il
August 28, 2025 at 9:02 AM
Using uv for your #Python projects? You're probably doing it wrong.
While uv *can* replace pip, pyenv, and venvs, you really should be using it differently. If you do, things get easier and more straightforward.
Read more: lerner.co.il/2025/08/28/y...
While uv *can* replace pip, pyenv, and venvs, you really should be using it differently. If you do, things get easier and more straightforward.
Read more: lerner.co.il/2025/08/28/y...
Have Canadians stopped visiting the US?
In this week's Bamboo Weekly, we examined numbers from the Canadian government. And yes, we saw a steep year-over-year drop in the first six months of 2025.
Level up your #Python/#Pandas skills every Wednesday, at bambooweekly.com .
In this week's Bamboo Weekly, we examined numbers from the Canadian government. And yes, we saw a steep year-over-year drop in the first six months of 2025.
Level up your #Python/#Pandas skills every Wednesday, at bambooweekly.com .
August 14, 2025 at 4:55 PM
Have Canadians stopped visiting the US?
In this week's Bamboo Weekly, we examined numbers from the Canadian government. And yes, we saw a steep year-over-year drop in the first six months of 2025.
Level up your #Python/#Pandas skills every Wednesday, at bambooweekly.com .
In this week's Bamboo Weekly, we examined numbers from the Canadian government. And yes, we saw a steep year-over-year drop in the first six months of 2025.
Level up your #Python/#Pandas skills every Wednesday, at bambooweekly.com .
Are fewer Canadians visiting the US now that Trump is president?
In the latest Bamboo Weekly, we examine Canadian border-crossing statistics — while reducing our memory footprint, using time series, and creating pivot tables.
Improve your #Python #Pandas skills every Wednesday: bambooweekly.com
In the latest Bamboo Weekly, we examine Canadian border-crossing statistics — while reducing our memory footprint, using time series, and creating pivot tables.
Improve your #Python #Pandas skills every Wednesday: bambooweekly.com
August 14, 2025 at 12:05 AM
Are fewer Canadians visiting the US now that Trump is president?
In the latest Bamboo Weekly, we examine Canadian border-crossing statistics — while reducing our memory footprint, using time series, and creating pivot tables.
Improve your #Python #Pandas skills every Wednesday: bambooweekly.com
In the latest Bamboo Weekly, we examine Canadian border-crossing statistics — while reducing our memory footprint, using time series, and creating pivot tables.
Improve your #Python #Pandas skills every Wednesday: bambooweekly.com
Using #Python #Pandas? Then you're probably using "groupby".
I see people making the same mistakes with "groupby" all of the time. In my latest video, I describe these mistakes, tell you what the problem is, and explain how to fix it.
Check it out: youtu.be/jJNXRLjeYwE?...
I see people making the same mistakes with "groupby" all of the time. In my latest video, I describe these mistakes, tell you what the problem is, and explain how to fix it.
Check it out: youtu.be/jJNXRLjeYwE?...
Five Pandas "groupby" mistakes to avoid
YouTube video by Python and Pandas with Reuven Lerner
youtu.be
August 13, 2025 at 9:40 AM
Using #Python #Pandas? Then you're probably using "groupby".
I see people making the same mistakes with "groupby" all of the time. In my latest video, I describe these mistakes, tell you what the problem is, and explain how to fix it.
Check it out: youtu.be/jJNXRLjeYwE?...
I see people making the same mistakes with "groupby" all of the time. In my latest video, I describe these mistakes, tell you what the problem is, and explain how to fix it.
Check it out: youtu.be/jJNXRLjeYwE?...
Last week's US jobs report reduced previous estimates, leading to the firing of the head statistician.
Today's Bamboo Weekly examines the BLS data, calculating these changes ourselves with #Python #Pandas.
Improve your data skills every Wednesday: bambooweekly.com
Today's Bamboo Weekly examines the BLS data, calculating these changes ourselves with #Python #Pandas.
Improve your data skills every Wednesday: bambooweekly.com
August 6, 2025 at 3:00 PM
Last week's US jobs report reduced previous estimates, leading to the firing of the head statistician.
Today's Bamboo Weekly examines the BLS data, calculating these changes ourselves with #Python #Pandas.
Improve your data skills every Wednesday: bambooweekly.com
Today's Bamboo Weekly examines the BLS data, calculating these changes ourselves with #Python #Pandas.
Improve your data skills every Wednesday: bambooweekly.com
Do you usually separate groups of digits with commas? Do that in #Python, and you'll have trouble.
In my latest video, I show you how to separate digits in Python, and then how to display numbers separated by commas, too.
Check it out: youtu.be/hhgg9SFyQZs?...
In my latest video, I show you how to separate digits in Python, and then how to display numbers separated by commas, too.
Check it out: youtu.be/hhgg9SFyQZs?...
Commas in Python integer input and output
YouTube video by Python and Pandas with Reuven Lerner
youtu.be
August 5, 2025 at 12:19 PM
Do you usually separate groups of digits with commas? Do that in #Python, and you'll have trouble.
In my latest video, I show you how to separate digits in Python, and then how to display numbers separated by commas, too.
Check it out: youtu.be/hhgg9SFyQZs?...
In my latest video, I show you how to separate digits in Python, and then how to display numbers separated by commas, too.
Check it out: youtu.be/hhgg9SFyQZs?...
Reposted by Reuven M. Lerner
IIBA Chicagoland Chapter
Showcasing the Powers of Jupyter -
@lernerpython.com Reuven Lerner
Join us on Zoom this Wed!
Aug 6, 6:00-7:30pm CT
Cost: Free
chicago.iiba.org/.../showcasi...
#Python #Jupyter #Pandas #DataFormats #Export #Import #BusinessAnalysis
Showcasing the Powers of Jupyter -
@lernerpython.com Reuven Lerner
Join us on Zoom this Wed!
Aug 6, 6:00-7:30pm CT
Cost: Free
chicago.iiba.org/.../showcasi...
#Python #Jupyter #Pandas #DataFormats #Export #Import #BusinessAnalysis
Home Page | Chicagoland
chicago.iiba.org
August 3, 2025 at 2:34 PM
IIBA Chicagoland Chapter
Showcasing the Powers of Jupyter -
@lernerpython.com Reuven Lerner
Join us on Zoom this Wed!
Aug 6, 6:00-7:30pm CT
Cost: Free
chicago.iiba.org/.../showcasi...
#Python #Jupyter #Pandas #DataFormats #Export #Import #BusinessAnalysis
Showcasing the Powers of Jupyter -
@lernerpython.com Reuven Lerner
Join us on Zoom this Wed!
Aug 6, 6:00-7:30pm CT
Cost: Free
chicago.iiba.org/.../showcasi...
#Python #Jupyter #Pandas #DataFormats #Export #Import #BusinessAnalysis