Dipanjan (DJ) Sarkar

Published in Towards AI

·Pinned

Scalable and Blazing Fast Similarity Search With Milvus Vector Database

Store, index, manage and search trillions of document vectors in milliseconds! — Introduction In this article, we will cover some interesting aspects relevant to vector databases and similarity search at scale. In today’s rapidly evolving world, we see new technology, new businesses, new data sources and consequently we will need to keep using new ways to store, manage and leverage this data for…

Data Science

13 min read

Scalable and Blazing Fast Similarity Search With Milvus Vector Database

Data Science

13 min read

Published in Towards Data Science

·Nov 5, 2020

Adversarial Examples in Deep Learning — A Primer

Introducing adversarial examples in deep learning vision models — Introduction We have seen the advent of state-of-the-art (SOTA) deep learning models for computer vision ever since we started getting bigger and better compute (GPUs and TPUs), more data (ImageNet etc.) and easy to use open-source software and tools (TensorFlow and PyTorch). Every year (and now every few months!) we see…

Machine Learning

5 min read

Adversarial Examples in Deep Learning — A Primer

Machine Learning

5 min read

Published in Google Developer Experts

·Sep 20, 2019

Building Robust Production-Ready Deep Learning Vision Models in Minutes

A comprehensive hands-on guide to TensorFlow Serving — Introduction Thanks to faster compute, better storage and easy to use software, deep learning based solutions are definitely seeing the light of the day coming out from the proof-of-concept tunnel into the real-world! We are seeing widespread adoption of deep learning models across diverse domains in the industry including healthcare, finance…

Machine Learning

18 min read

Building Robust Production-Ready Deep Learning Vision Models in Minutes

Machine Learning

18 min read

Published in Towards Data Science

·Aug 21, 2019

AI Powered Search for Extra-terrestrial Intelligence — Deep Learning Signal Classifiers

Classifying Radio-Telescope Signals from SETI with Deep Learning — Introduction Welcome (or welcome back!) to the AI for social good series! In the second part, of this two-part series of articles, we will look at how Artificial intelligence (AI) coupled with the power of open-source tools and techniques like deep learning can help us further the quest for finding extra-terrestrial…

Machine Learning

10 min read

AI Powered Search for Extra-terrestrial Intelligence — Deep Learning Signal Classifiers

Machine Learning

10 min read

Published in Towards Data Science

·Aug 16, 2019

AI Powered Search for Extra-terrestrial Intelligence — Analyzing Radio Telescopic Data

Understanding Radio-Telescope Signal Data from SETI — Introduction In this two-part series of articles, we will look at how Artificial intelligence (AI) coupled with the power of open-source tools and frameworks can be used to solve a very interesting problem in a non-conventional domain — the quest for finding extra-terrestrial intelligence! Perhaps many of you are already familiar…

Machine Learning

10 min read

AI Powered Search for Extra-terrestrial Intelligence — Analyzing Radio Telescopic Data

Machine Learning

10 min read

Published in Google Developer Experts

·Aug 15, 2019

Interpreting Deep Learning Models for Computer Vision

Interpreting Convolutional Neural Network Models built with TensorFlow — Introduction Artificial Intelligence (AI) is no longer a field restricted only to research papers and academia. Businesses and organizations across diverse domains in the industry are building large-scale applications powered by AI. The questions to think about here would be, “Do we trust decisions made by AI models?” and “How does…

Machine Learning

10 min read

Interpreting Deep Learning Models for Computer Vision

Machine Learning

10 min read

Published in Towards Data Science

·Apr 23, 2019

Detecting Malaria with Deep Learning

AI for Social Good — A Healthcare Case Study — The content for this article has been adapted from my own article published previously in opensource.com Introduction Welcome to the AI for Social Good Series, where we will be focusing on different aspects of how Artificial Intelligence (AI) coupled with popular open-source tools, technologies and frameworks are being used for development…

Artificial Intelligence

16 min read

Artificial Intelligence

16 min read

Published in Towards Data Science

·Apr 10, 2019

Scalable Log Analytics with Apache Spark — A Comprehensive Case-Study

Data Analysis & Visualization at Scale on Semi-structured Data — Introduction One of the most popular and effective enterprise case-studies which leverage analytics today is log analytics. Almost every small and big organization today have multiple systems and infrastructure running day in and day out. To effectively keep their business running, organizations need to know if their infrastructure is performing to…

Big Data

18 min read

Scalable Log Analytics with Apache Spark — A comprehensive case-study

Big Data

18 min read

Published in Towards Data Science

·Mar 4, 2019

Build your own Robust Deep Learning Environment in Minutes

A guide to the less desirable aspects of deep learning environment configurations — Introduction Thanks to cheaper and bigger storage we have more data than what we had a couple of years back. We do owe our thanks to Big Data no matter how much hype it has created. However, the real MVP here is faster and better computing ,which made papers from the…

Artificial Intelligence

15 min read

Build your own Robust Deep Learning Environment in Minutes

Artificial Intelligence

15 min read

Published in Towards Data Science

·Dec 19, 2018

Get Smarter with Data Science — Tackling Real Enterprise Challenges

Take your Data Science Projects from Zero to Production — Introduction The ‘Data Science Strategic Guide — Get Smarter with Data Science’ is envisioned as a series of articles, which serve to be more of a strategic guide depicting essential challenges, pitfalls and principles to keep in mind when implementing and executing data science projects in the real-world. We will also…

Data Science

17 min read

Data Science

17 min read