In case anyone is interested in the "apply() - the ML data engineering conference":

Just ran into this cool research about the Design space of Notebooks by Sam Lau et al. https://pg.ucsd.edu/publications/computational-notebooks-design-space_VLHCC-2020.pdf Especially liked the design space breakdown they created!

That’s very cool, thanks for sharing Rick!

Make your day glow: https://github.com/charmbracelet/glow

This one hits home!

Installing i3 on Ubuntu 20.04 gotchas:

Installing?

sudo apt install i3

Slow scrolling Chrome? Use imwheel:

~/.imwheelrc

"chrome"
None,      Up,   Button4, 4
None,      Down, Button5, 4
Control_L, Up,   Control_L|Button4
Control_L, Down, Control_L|Button5

".*"
Shift_L, Up, Left
Shift_L, Down, Right

and add

~/.config/i3/config

exec --no-startup-id imwheel

Screen tearing?

~/.config/compton.conf

# basic configuration
backend = "glx";
vsync = "opengl-swc";

and add

~/.config/i3/config

exec --no-startup-id compton --config ~/.config/compton.conf -b

No config file?

i3-config-wizard

HiDPI settings?

~/.Xresources

Xft.dpi: 144
Xcursor.size: 32
! Allowed sizes: 24, 32, 48, 64 and 96.

Key bindings?

~/.config/i3/config

exec --no-startup-id xmodmap ~/.Xmodmap

Write your own .Xmodmap Note! Chrome only detects key remapping if you use the keycode assignment. Example:

! Exchange left Alt and left Win
remove mod1 = Alt_L
remove mod4 = Super_L
keycode 133 = Alt_L
keycode 64 = Super_L
add mod1 = Alt_L
add mod4 = Super_L

General rule about adding

exec ...

to the i3 config files, put the after the last

exec

command. Generally it's not order sensitive when doing things like `imwheel`/`xmodmap`.

This is pretty cool! “You build it, you run it” becomes feasible. https://backstage.io/

Congrats on SpaceX landing the SN15 🚀 https://gfycat.com/messyhighlevelargusfish

Real time collaboration is coming to Orchest. Very Soon TM! https://app.usebubbles.com/nawVaVgrt2rEmV9BxVMekL/comments-on-192-168-1-4

PyCon 2021 US YouTube recordings in case anyone is interested :)

Need a structured database for academic research in AI & ML? Check out this new research database: https://search.zeta-alpha.com/

By using @LearnPlatformUS dataset we will figure some of the common patterns and identify the clusters based on demography, geography, and accessibility. https://www.kaggle.com/kingabzpro/evolution-of-digital-learning-during-covid19

Not related to technology, but a very interesting post. https://www.economist.com/1843/2021/08/10/the-perfectionism-trap

do check out my first ever blog on KDnuggests https://www.kdnuggets.com/2021/10/strong-data-science-portfolio-as-beginner.html

Python 3.10 is now available 🙌 . Check out what's new here: https://docs.python.org/3.10/whatsnew/3.10.html

I am in love with DAGsHub experiments so I am sharing the love with the world: https://www.analyticsvidhya.com/blog/2021/10/a-guide-to-dvc-and-dagshub-for-machine-learning-experiments/

congrats on the raise guys!

Sharing my experience about data science interviews and the key lessons I have learned. https://www.kdnuggets.com/2021/10/ace-data-science-interview-portfolio-projects.html

https://techcrunch.com/2021/10/25/data-platform-y42-raises-31m/ seems a bit similar

Never forget 😁 https://xkcd.com/1205/

Data Analysis on Alcoholic Drinks in Russia for Creating Promotional strategy. If you like my work, please upvote. https://app.datacamp.com/workspace/w/430606ed-5ae6-4ee1-b682-f97ddb7c7e2a

Wrote a blog on Discord app using Hugging face API and deploy it on Replit server. Learn tips and tricks about building discord bot server, uptimerobot, Kaggle API, and Replit. https://www.analyticsvidhya.com/blog/2021/11/learn-how-to-build-your-discord-bot/

https://runacap.com/ross-index/q3-2021/ 😄

🤓 📖 If you're interested in the backstory about Orchest, check out this DC_THURS episode

I created a pipeline example for one of our users. They wanted to have a pipeline in Orchest with two phases of execution. The first phase would produce outputs that would allow a human in the loop to provide a set of inputs that can then kick-off the second phase of the pipeline. I thought they presented an interesting conceptual question and I operationalized it in an Orchest pipeline that uses Streamlit for the data viz & human in the loop input bit: https://github.com/ricklamers/two-phase-pipeline-streamlit Let me know if you have any questions about how it works 🤓

Hi guys, I wrote this blog because I was facing a lot of problems in deployment, so I created guide for deploying deep learning models on heroku. Please like and share, it will mean a lot. Tips & Tricks of Deploying Deep Learning Webapp on Heroku Cloud: https://www.kdnuggets.com/2021/12/tips-tricks-deploying-dl-webapps-heroku.html#.YcXp-GBw5Ys.link

Just wrote a blog about best learning resources for data science in 2022. I would love to receive feedbacks or suggestions if I missed something. https://www.kdnuggets.com/2022/01/best-learning-resources-data-science-2022.html#.YebuOyEtX5Q.link

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The Complete Collection of Data Science Cheat Sheets. - KDnuggets The Two Part Collection Covers: SQL, Web Scraping, Statistics, Probability, & Math, Data Analytics, Business Intelligence, Big Data, Data Structures & Algorithms, Machine learning, Deep Learning, Natural Language Processing, Data Engineering, and Web Frameworks. Part 1: https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html#.YhYFWboWmDE.link Part 2: https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html#.YhYFdYqUsC0.link