Arkalos Beta 6 is released:

- NEW: First data analyzer, transformer and visualizers: ClusterAnalyzer, DataTransformer, and various Altair-based charts.
- Updated app/bootstrap.py - add custom middleware classes.

#python #datasciencetools #dataanalysis #ml #ai

Announcing Arkalos Beta 5 release 🆕

- New frontend UI with React
- Beautiful dashboard starter. Just return a chart from Python and React will automatically render a responsive and interactive chart!
- Revamped JSONL logging system
- Deployment & more

#python #ai #ml #datascience

AI & data skills are booming. Millions of jobs created, roles shifting.

Ever wanted to build AI locally for free? Talk to your data?

Introducing Arkalos - easy framework for data analysis, apps, warehouses, AI agents, robots, ML, LLM training.

#Arkalos #AI #Data #ML #Python #Jupyter

Nice ad

🧵 1/3
Many watch a 5 min video and think they are experts

How to know if someone is a JTBD charlatan or content you see online is bs'ing you. Ask them these questions:

1. What is the definition of JTBD?

2. What are the components of JTBD?

3. Which one main question jobs theory tries to answer?

I just did a full Neko scan in London. Like Ken Adam’s designed the place!

So smart. Technically brilliant. Fantastically staffed.

If you believe in full body scans for preventative health I highly recommend

nekohealth.com

People start realizing that if they want a better environment, a better Twitter, a better country, a better society.

They have to change their own behavior, and take a shared responsibility as the community.

Otherwise "They come. They fight. They destroy. They corrupt. It always ends the same."

Sounds good. Literally.

I feel like as a prerequisite, instead of campaigning, every politician needs to go on a listening tour, volunteering at the VA, at the welfare office, at shelters, etc. They can’t give speeches. They can only ask questions, they can only console. Then they tell us what they heard.

China expands Visa-free policy to 9 more countries and extends visits from 15 to 30 days:

Bulgaria, Romania, Croatia, Montenegro, North Macedonia, Malta, Estonia, Latvia and Japan

It's nice to see China getting out of the stone age, finally.

english.www.gov.cn/news/202411/...

UX is not "now" legal. It already is mandatory in the US for decades.

Fed agencies are required by law to be digital, accessible, usable, contactable online, and adopt product thinking.

* Rehabilitation Act 1973
* Paperwork Reduction Act 1980
* E-Government Act 2002
* 21st Century IDEA Act 2018

My newest travel hack: I am gluten-free and airport food is a scam... so I bring sachets of instant oatmeal (alongside whatever fun snack I want from the grocery store), and get hot water alongside my coffee (water is free). Voila! breakfast.

The best knife defense video I've seen with a bit of a general wisdom in the end.

www.youtube.com/watch?v=ISk5...

Bluesky now has over 20M people!! 🎉

We've been adding over a million users per day for the last few days. To celebrate, here are 20 fun facts about Bluesky:

Just my 2 cents. But my goal is to ignore the trolls. Give them zero attention. Block them if they annoy me.

I think the worst thing we can do on this site is re-create the ad hominem/ personal attacks that occur across comments on Twitter/insta/tiktok/ etc

Word of the day. Or week. Or next four years.

Jobs-to-be-done (JTBD) is like a high school sex. Everybody talks about it. Nobody knows what is actually is.

Over the years I have seen many people who would tell me that they are experts, been doing it for 10 years, yet they can't even give me a definition and answer any other questions.

#jtbd

Our research has shown that, under Elon Musk's leadership, Twitter/X has turned into a hellscape of hate, lies & extremism.

It's not surprising that people don't want to stay on his toxic platform.

More in @axios.com 👇
www.axios.com/local/twin-c...