u/Fun-Collection-3932

Hi Guys

I was living on student visa in Germany for 2 year. Then it changed to job seeker visa - for past 5 months I am living in my home country and I remembered that my germany visa will expire if i am out of country for more than 6 months - so I was thinking (to keep it active) to visit germany for few days.

I wanted to ask will it make my visa valid for the next 6 months ? Will it work like this ? Do you have any other idea or suggestion for this ?

Hi Guys !

I want to be so clear about my basics that I feel so clear about coding.

Can you all recommend just one book, that will clear my basics of coding so well that I can adapt to anything else ?

And It will be really helpful if the book is not too expensive 😭

Hi guys

I wanted to ask some questions to a data scientist with more experience.
I am working for a small startup at the moment, that I am the only data person they have right now, so they have given me a fresh data to work on and I am approaching it in the way I know the best but it's from a junior perspective as I dont have a lot of experience.

I want to ask few questions like how do you actually approach data ? and find actual good insights from it ? And few specific questions.

Is there anyone willing to help or have the time to help ? I would really appreciate it !

Thank you !

Hi Guys,

I am nowadays doing some projects. So I created my own dataset, it has 114 entries, and around 25 columns (including the ones which i will use for prediction later)

I want to perform eda on it, and then do prediction, its for all the series I have watched and added tons of information. So it reveals for example - I like high paced series.

I have done much eda or implemented any algorithm on it yet, but I was wondering if the data is enough ? I do want to add it to my resume but will I get fruitful results ?

Hi Guys

This post is more about study books. These are so expensive

Do any one of you have these books ?

1. mathematics of machine learning by tivadar danka

2. Practical Statistics for Data Scientists: 50 Essential Concepts

3. Machine Learning with PyTorch and Scikit-Learn: Develop Machine Learning and Deep Learning Models with Python

4. Hands-On Large Language Models: Language Understanding and Generation

5. Designing Machine Learning Systems: An Iterative Process for Production-Ready applications

6. AI Engineering by chip huyen

7. Building Generative AI Services with FastAPI: A Practical Approach to Developing context rich apis

If you have any of them and wanting to giveaway, or just borrowing or selling second hand ? There are pdf versions but I really like studying from physical books. Just dm me please

Thank you !

Hi Guys

Do any one of you have these books ?

1. mathematics of machine learning by tivadar danka

2. Practical Statistics for Data Scientists: 50 Essential Concepts

3. Machine Learning with PyTorch and Scikit-Learn: Develop Machine Learning and Deep Learning Models with Python

4. Hands-On Large Language Models: Language Understanding and Generation

5. Designing Machine Learning Systems: An Iterative Process for Production-Ready applications

6. AI Engineering by chip huyen

7. Building Generative AI Services with FastAPI: A Practical Approach to Developing context rich apis

If you have any of them and wanting to giveaway, or just borrowing or selling second hand ? There are pdf versions but I really like studying from physical books. Just dm me please

Thank you !

Hi Guys

Do any one of you have these books ?

1. mathematics of machine learning by tivadar danka

2. Practical Statistics for Data Scientists: 50 Essential Concepts

3. Machine Learning with PyTorch and Scikit-Learn: Develop Machine Learning and Deep Learning Models with Python

4. Hands-On Large Language Models: Language Understanding and Generation

5. Designing Machine Learning Systems: An Iterative Process for Production-Ready applications

6. AI Engineering by chip huyen

7. Building Generative AI Services with FastAPI: A Practical Approach to Developing context rich apis

If you have any of them and wanting to giveaway, or just borrowing or selling second hand ? There are pdf versions but I really like studying from physical books. Just dm me please

Thank you !

Hi guys

I am a recent masters graduate in AI and Data science. I am trying to land a junior position role. I obviously have a github with my projects.

Last year I did start creating my personal website, but never got to complete it. So before i start again, I want to know if having a personal website really matters ? Or having a proper github is actually what recruiters care for in the companies ?

Hi guys

I am currently struggling to find a job. I changed countries recently, and its just been bad. Like it makes me question my skills, but I know I am not that bad, especially as a junior.

I hate linkedln, i see people i graduated with getting job at big companies. Why is getting a job so damn difficult ? Was it supposed to be like this ?

I was told study till 12th grade, life will be better, I feel so worthless. And money is so important. I know I can prove myself if i get a job, but when will i get a job !!

Its getting really frustrating.

Thank you

Hi Everyone

I am a recent graduate looking for job, so I though of using my free time to do some project and learn more.

I created an end to end ML Pipeline from scratch - so created my own data, wrote hindi vowels (me and my mom - so two different source) - then i processed all of the images and created dataset of 1,260+ images - Trained CNN Classifier and got accuracy of 87%

So I kind of want some advice from some experienced or working ML/AI engineers on how it looks and is it worth adding to my resume ?

There are some limitations, so my next step is to collect more data.

If you are genuinely interested and want to see, I can share the link to my github in your dm.

Hi guys

I got a helix piercing in feb 2026, and as of today - it was fine most of the days - did hurt when i slept on it or hit it by mistake but its been hurting a bit lately and i checked in the mirror and it looks like it is sinking into my skin and its not really swollen.

My piercing is 4 months old, the jewelry for a simple circle one, jewelry is sinking i suppose ???, for my aftercare I used mostly a after piercing solution provided by the company.

I added a picture but i hope you can see it, it used to be out and the edges could be touched.
Any suggestions ?

Hi guys

I created a dashboard for a business and every graph has a click url to it so it drills down. It is a trial version so I want to share it with my seniors for showing once.

How do i share it in a way that all dashboard can be accessed ?

Whats the most optimal way ? I want to share with two people, one of them is technical so I shared my id and password and asked to download metabase and run in terminal but the other one is non technical, so how do i share it with him ?

Hi guys,

Do you think if I provide Hindi language classes (for students in CBSE schools) will there be any demand for it ?

Hi Guys

My dad started his business for custom furniture and interior designing a little over six months ago but because of situations the sales got decreased and now it is a bit of a struggle. I am also not earning yet which doesn't help the situation as well.

1. Does anyone know whats the best way to bring in orders ? We are on insta, linkedln and also tiktok but its not very amazing.

2. If anyone or their family want any such services ? Maybe you could DM me.

His business have always had good reviews.

And if you have any other way to help out or a suggestion, let me know.

Thanks

Hi Guys

I am 23, I did my masters in AI and data science and graduated last December. And also have 8 month experience as a data management intern at a start up. I am looking for work as a Junior Data engineer/AI engineer, but the the jobs have become much more less and competition remains the same.

Do you have any leads ? or advice ?

Hi Guys

I love to journal but live at a place where there is not much already made journal stuff.

Like stickers, they sell stickers but its like a pack of 100 which is not practical.

I also am in need of money, so want to start a side business where i produce journal stuff/packs and sell them on amazon or etsy.

Could you suggest me some idea that you would want to use in your journal which you would want to buy rather than make or craft it yourself ?

Hi Guys

I am trying to create a chatbot for like whatsapp message automation for a small business. I was researching and WATI API is said to be widely used, especially in uae. But it is very expensive monthly.

Could you suggest other possible platforms, and since this is my first time doing this, how does it work in short ?

Thank you

Hi Guys

I graduated in Dec 2025 with a masters degree in AI and Data science. And was doing an internship from July 2025 to Feb 2026 in the same field.

That needed and I also shifted country - I have been trying to find another job ever since but havent gotten anything yet.

First I want to ask if two months is considered a career gap in my situation. And what can i do to justify it in my future interviews ?

I have been applying a lot but the jobs are a lot less as I am Dubai.

Also, when I was working I had so much motivation and I was studying and doing a lot but now that I am struggling to find a job, I am also struggling to be motivated. Its so weird.

Hi Guys

I have this Death Note character's figure. It's the original merch, I got it from Smyths in Berlin last July.

I had it displayed for 6 months , but want to sell it off now. I don't have its box but it is in perfect condition.

Selling price is 200 AED.

We can discuss more in DM if anyone is interested.

https://preview.redd.it/0ld8474lkiyg1.jpg?width=720&format=pjpg&auto=webp&s=65e45bd6e7f7b913619b8dc20bc8e341567aa880

https://preview.redd.it/ovuw5i4lkiyg1.jpg?width=720&format=pjpg&auto=webp&s=d01960fa4326326d2a482a725adda9ca5c3fb64a

Me and My roommate lived in an apartment in Berlin for 5 months, and they asked for a 500 euro kaution. We transferred it into the bank account, so we do have receipts.

For 4 months out of 5, we had issues with the house. Water leaking in the bathroom, so we didnt use it for a very long time. Then once that was fixed, rats entered our bathroom because of which we stayed in hotel for 3 days. And all of that on the fact that we are students.

Also, they did ask us to send 100 euros less for 4 months for the issues we had.

Now I left Berlin and came back to my home, they sent me the kaution money back last night and it was just 50 ????????????? and I swear, there wasnt one issue which we left. We faced so many issues that at this point, they should have paid us money.

I am flabbergasted, could you let me know what all I can do ?