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Abhishek Bose
Abhishek Bose

88 Followers

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Jul 30, 2022

Neat!
1

Jagannath Rajagopal

Thanks!

Thanks!

1 min read

1 min read


May 22, 2022

PyTorch training on M1-Air GPU

PyTorch recently announced that their new release would utilise the GPU on M1 arm chipset macs. This was indeed a delight for deep learning enthusiasts who own an M1 mac. In order to check out the performance of this new release, I went ahead and ran some tests. …

Python

3 min read

PyTorch training on M1-Air GPU
PyTorch training on M1-Air GPU
Python

3 min read


Published in Towards Data Science

·Jun 2, 2021

Dashboarding made easy using Python and Elasticsearch

Building powerful dashboards using python, elasticsearch, apache Kafka and Kibana — Stream processing is an extremely powerful data processing paradigm which helps us process massive amounts of data points and records in the form of a continuous stream and allows us to achieve real time processing speeds. Apache Kafka is an extremely powerful tool when it comes to data streams. It…

Python

7 min read

Dashboarding made easy using Python and Elasticsearch
Dashboarding made easy using Python and Elasticsearch
Python

7 min read


Nov 29, 2020

The only Python inheritance guide you need

Python is fantastic language for learning objected-oriented programming. An important pillar of objected-oriented programming is using inheritance in your code. Writing two classes which represent a similar real world object but bear not relationship with each other is actually on not much use. This is the short blog on how…

Python

2 min read

The only Python inheritance guide you need
The only Python inheritance guide you need
Python

2 min read


Nov 29, 2020

Basic stream processing using Kafka and Faust

As the number of digital data transactions are increasing, it is becoming extremely important to get some insights out of this ever increasing data pile and organizations are looking towards to creating analytics of this data in a real-time manner. Many analytics engines and systems use batch processing to perform…

Kafka

5 min read

Basic stream processing using Kafka and Faust
Basic stream processing using Kafka and Faust
Kafka

5 min read


Sep 6, 2020

Getting Started With FastAPI

Rest APIs are beautiful pieces of software that enable applications to communicate with a database or with other software very effectively. The kind of operations which you can perform are as follows are GET, POST, PUT, DELETE, TRACE, etc. The GET method is generally used for fetching some information from…

Python

5 min read

Getting Started With FastAPI
Getting Started With FastAPI
Python

5 min read


Aug 8, 2020

ResNet — 101 with PyTorch

I decided to revisit the concepts of deep learning and chose PyTorch as a framework for this task. I started off with the implementation of a basic neural network in PyTorch using the various tools this framework provides such as Dataloader, the nn module and LR scheduler and more. I…

Pytorch

4 min read

ResNet — 101 with PyTorch
ResNet — 101 with PyTorch
Pytorch

4 min read


Published in Nerd For Tech

·Mar 24, 2020

Python and Kafka: message passing and more

At many stages during a developer’s career, he/she has to build systems capable of communicating with another. For example, there may be two python programs and the second program’s operations might depend on the output of the first program. There can be multiple programs in that linear sequence, with every…

Kafka

6 min read

Python and Kafka: message passing and more
Python and Kafka: message passing and more
Kafka

6 min read


Dec 29, 2019

Installing Tensorflow 2.0 on Ubuntu 18.04 using docker. Run all experiments from a container.

I have come across many developers who face serious issues when it comes to installing tensorflow on a linux distro such as Ubuntu. There are very few instances when the installation goes smoothly the first time itself. Mostly, the developer has to face a plethora of error messages which get…

TensorFlow

3 min read

Installing Tensorflow 2.0 on Ubuntu 18.04 using docker. Run all experiments from a container.
Installing Tensorflow 2.0 on Ubuntu 18.04 using docker. Run all experiments from a container.
TensorFlow

3 min read


Dec 15, 2019

Deep Learning for Production: Deploying YOLO using Docker.

Building Deep Learning networks is a thing and deploying them for production is a completely different paradigm. Developers spend days scratching their heads over deploying the model and getting all dependencies correct. We will go over a problem statement of building an object detector using the YOLO object detection framework…

Docker

8 min read

Deep Learning for Production: Deploying YOLO using Docker.
Deep Learning for Production: Deploying YOLO using Docker.
Docker

8 min read

Abhishek Bose

Abhishek Bose

88 Followers

Machine Learning Engineer II at Swiggy. On a quest for technology.

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