Mev-Rael

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

If you want also a modern folder structure, configs, env and other guides, I just released the open-source framework for that:

bsky.app/profile/mevr...

Documentation:

arkalos.com

arkalos.com - the Python framework for AI & Data artisans

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

The Principles of scientific management, F Taylor, 1911 is a good starting point.

And of course behavioral economics, behavioral science and psychology in general.

Wikipedia, YouTube, Perplexity/Grok/Claude/ChatGPT will help with the general part.

Nice ad

And how do you make friends with random people?

All friends you have were random people at some point.

Original homo species worshiped bananas.

3/3

5. What exactly is the difference between a job and a gain, and pain (or whatever terms they tell / write about)

6. In the milkshake story what are 2 clusters / segments / JTBDs that were identified? Which research methods were used?

2/3

4. Which branch and field(s) of science it belongs to and where can we find a bigger and sometimes 100 or 1000 years old body of knowledge? Is there any other scientist or author in the history that wrote about similar to JTBD topics, to help us understand JTBD better.

🧵 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?

Because a standard verified UX for a long time everywhere is a visual checkmark next to the name.

It is hard to see a verification here.

Basically blue skies are the opposite of linked inns.

I suggest prioritizing adding an epic generated voiceover to add a more immersive dramatic effect and increase CSAT and engagement metrics.

*Everybody claps*

Neko | Ahead of your health Try the Neko Body Scan. Get answers right away, and let us monitor your health - so you don't have to.

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

Not all tech PMs have a fancy tech camera.

It forces you to move more and requires to have some touch the grass experience as not to exhaust oneself with the intense physical activities.

I have my own Surface Laptop Studio for Business with Win 11 Pro. I never see any popups and don’t have any issues.

You are ready for a VR headset.

What is LinkedIn? I think I heard this word somewhere.

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.

This is how you make America great again.

Not with insults, hopes, votes, or expecting somebody else to do it for you.

But by being the Man in the Arena.

Whoever starts their posts with BREAKING are breakingly unfollowable.

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.

👋😊

It would be interesting to hear more context, or a specific example.

Stay Kiddy. Stay Foolish.