·
Recently, I was doing a project with relatively high volume of data. Which made me curious about the possibility of using Spark to process data in a distributed setup. Accordingly, I decided to setup Spark and get my hands dirty with PySpark (python interface for Spark). In this post, I will delve into the steps…
·
In the previous post, I covered the very basic implementation of a web API structure using python decorators. But, it was just the beginning of a journey I have started. I decided to challenge myself and gradually develop this library into a real one! Accordingly, I will write up the process of design and implementation of…
·
I’m planning to do a research project which needs reading an analog sensor using Raspberry Pi Pico W and feed it to a TinyML model, store the results and provide a RESTFUL api for data transfer. To have a faster development process, I have decided to give MicroPython a try for this project. There would…
·
Implementing a real-life example of things that I’m trying to comprehend, is the most exciting part of the learning process for me. It gives me a chance to encounter with dark corners and pitfalls. Accordingly, I’m going to briefly write up about a recent project I have done on simple audio classification using machine learning.…
·
Both PyTorch and TensorFlow can utilize GPUs to train neural networks faster. To make them work, it’s important to setup the whole mechanics properly. That’s why I decided to write about the steps, tricks, and solutions for the issues I encountered.