How to define prefect deployments
The Prefect documentation about deplyments are super vague. This post explains how to add deployments. Table of content Where are deploym…
Abdur-Rahmaan Janhangeer
Chef
Python · Machine Learning
From the kitchen
Quality, author-led articles on Python & machine learning. Learn how to eat through topics, calmly, deeply, and without the noise.
146 articles
Community authors
Always free
More from the kitchen
Fresh articles, served often.
How To Solve Django Syntax Error On Migrating
The Django syntax error on migrating is very annoying, specially when you don’t find any error when looking for one. This post contains a working solution. Table of contents I…
Abdur-Rahmaan Janhangeer
Chef
Why I Prefer Rye: Rye v/s PDM v/s Poetry
Rye is impressive both as a package manager and as an onboarding tool for Python projects. I have done quite some workshops/sessions and one main pain point is getting Python up and running. Rye in…
Abdur-Rahmaan Janhangeer
Chef
Oreiller: A Python Pillow Alternative
Really, oreiller is the french word for a pillow. I always heard about the PIL fork, Pillow but never used it. When I finally used it, I found it to be tedious sometimes. Like including emoj…
Abdur-Rahmaan Janhangeer
Chef
Chat with your own data/text files using chatGPT and LangChain
There are many different approaches to chatting with your own data. One way is to upload your PDF to the OpenAi chatGPT cloud. This comes with several limitations such as data being deleted or um…
Abdur-Rahmaan Janhangeer
Chef
Understand langChain to Quickly Get Started with Production Codebases
LangChain is a superb library to productionize LLMs. It has few concepts which make it great. If you want to quickly get started with LangChain as maybe like me you have production in front of you,…
Abdur-Rahmaan Janhangeer
Chef
Installing pipx on Mint and Ubuntu
pipx allows you to use python projects on the commandline without using a virtual environment each time. Here’s how to install it on Ubuntu and Linux Mint …
Abdur-Rahmaan Janhangeer
Chef
What is Perceptron in Deep Learning
Deep learning is one of the most useful and trending topics in the current world scenario, which works on the concepts of neural networks, computer vision, perceptrons, and many other techniques. P…
Parth Shukla
Ml wizard
Bag of Words (BoW) in NLP: A Deep Dive into Text Vectorization
If you are trying to build a spam filter, a sentiment analyzer, or any machine learning model that processes text, you face an immediate problem: Machine Learning algorithms cannot understa…
Parth Shukla
Ml wizard
Word2Vec: Capturing Meaning in Vector Space
Bag of Words and TF-IDF are great, but they suffer from a fatal flaw: they have no concept of meaning. To those algorithms, “car” and “automobile” are just as different as “car” an…
Parth Shukla
Ml wizard
TF-IDF Explained: Boosting Signal in Text Vectorization
In our Bag of Words guide, we saw how to turn text into numbers by counting word frequencies. But there is a…
Parth Shukla
Ml wizard
Linear Algebra Applications in Machine Learning
We can take linear algebra as a backbone of machine learning, as almost all the machine learning techniques and algorithms somehow use linear algebra to some extent. Some famous machine learning te…
Parth Shukla
Ml wizard