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Mastering Custom SageMaker Deployment: A Comprehensive Guide

machine-learning
aws
sagemaker

Introduction Recently, I embarked on what I initially thought would be a straightforward journey: deploying a custom BERT-style model, trained on Databricks and packaged by MLflow, to Amazon SageMaker. Little...

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  • 7 min read.

Zero Setup SQL Migration in production

database
python
sql

Database migrations are a crucial part of application development, especially when dealing with dynamically generated tables. Traditional migration tools often require extensive setup and can be cumbersome for tables that...

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  • 3 min read.

Riverpod Stream Provider Caching

flutter
riverpod

Introduction Riverpod is a popular state management solution for Flutter applications that provides various providers to manage state. One of these providers is StreamProvider, which is used to manage state...

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  • 5 min read.

Continuos Integration and Delivery on Monorepos

cli
auto

Monorepos have become more of a norm these days due to large software with many components and micro services, most languages have tools for working with mono repos such as...

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  • 5 min read.

Creating Computer vision datasets

data-science
machine-learning

Data is one of the most important parts of machine learning, the available data can tell you how the model will generalize over a task if it will have any...

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  • 6 min read.

Jupyter Notebooks in Jekyll

python
auto
data-science

jupyter notebooks are a very important instrument in a data scientists arsenal, they allow quick prototyping and testing without having to set up a development environment, with cloud services such...

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  • 4 min read.

Don't Be Fooled By AWS free tier

cloud
machine-learning
data-science

Amazon web services, one of the big 3 cloud services provider alongside GCP and Azure, AWS provides a diverse range of cloud services from basic servers and databases to deep...

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  • 5 min read.

Going Back To Plasma

linux
plasma
bspwm
setup

Plasma, a truly complete DE with everything you could ever dream of, you can have it look like MacOS, windows 7, windows 10, and even Gnome(if you’re into that), the...

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  • 5 min read.

VirusTotal Bulk Checker

python
auto
virustotal
API

VirusTotal, a truly great service, making it easier for anyone to check any file, hash or URL against multiple antivirus databases in a little to no time, their API is...

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  • 4 min read.

Void Linux

void
linux

After 6 months of using pure arch with bspwm I got very accustomed to it, but I got bored as being someone who cant settle at all even if something...

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  • 6 min read.

Dark Ages Décimo

kernel
da
decimo

Well, isn’t it that time of the month were i set down at econs and write about what i have changed and added or fixed in DA for the past...

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  • 2 min read.

Note Taking on the CLI

notes
cli
linux

So the semester just started and i had to ditch my old note taking setup because it didn’t have any possible way of a 2-way sync and no mobile client,...

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  • 4 min read.

Setting up nvim as an IDE

nvim
linux
IDE
cli
setup

In my last post i went over my history of editors and the good, the bad and the ugly about finally switching to vim, now its time to talk more...

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  • 6 min read.

Adventures in Vim

linux
nvim
cli

I have been using Vscode for as long as I can remember, my first true beloved text editor was of course non other than sublime which is loved for being...

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  • 4 min read.

Microsoft Office On Linux

linux
office
fonts

The semester just started and like other semesters and other universities in this whole planet they use proprietary Microsoft formats to distribute study material like slides and documents, why cant...

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  • 2 min read.

Dark Ages El Noveno

kernel
da
noveno

Its been a while since the last release, exactly 2 months and 2 weeks and its about time this gets out so i can focus on this semester. This is...

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  • 2 min read.

How to Set up a Telegram Userbot on heroku

userbot
heroku
python

Heroku is a container-based cloud platform for deploying, managing and scaling modern apps. A telegram user bot is not actually a bot (it can be), it uses commands to communicate...

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  • 2 min read.

Auto Instagram Poster

python
instagram
auto
API

So few days ago i had to market my new instagram account, i needed to post every hour or so. and instagram doesn’t exactly help with bulk posting especially from...

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  • 2 min read.

Dark Ages El Octavo

kernel
da
octavo

today marks a whole year since the first DA release, and issa a special day, it has come a long way, from the good stuff to the great stuff to...

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  • 2 min read.
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