pritomdas's Projects
How to expose a Kubernetes web application with DNS and TLS
A predictive world model can help us extract useful representations of space and time. By using these features as inputs of a controller, we can train a compact and minimal controller to perform a continuous control task, such as learning to drive from pixel inputs for a top-down car racing environment
Homeworks developed for the course Informatic Secutiry at UDLAP
An interactive workshop to get started with Pulumi
Kubernetes Fundamentals
Standard and Advanced Demos for learn.cantrill.io courses
The core of machine learning consists of self learning algorithms that evolve by continuously improving at their assigned task. Algorithms fine-tune themselves with the data they train on in the same way Olympic athletes hone their bodies and skills by training every day.
Data Engineering is the foundation for the new world of Big Data. Data engineers are responsible for making data accessible to all the people who use it across an organization. That could mean creating a data warehouse for the analytics team, building a data pipeline for a frontend application, or summarizing massive datasets.
Deep neural models for core NLP tasks (Pytorch version)
In this project, Twitter Data has been analysed and sentiment analysis is done over each tweet. Apart from it, using LDA, topic modelling has been done and topic row has been attached to the final data output. The output data is supported by visualizations done using seaborn and matplotlib. Apart from these, Parts of Speech and Named Entity Recognition has been applied over the data.
A minimal Jekyll Theme to host your resume (CV)
Project Managers play a critical role in making sure that the right product gets built. This starts by deeply understanding the users and the problems that needs solving , then working with a number of different teams to identify and build a solution. This repository contains various projects and works that I have done as a Project Manager on the field of Software Development which I have open sourced for beginner's to learn from the nitty gritty that goes behind project management.
Use Pulumi to install the cluster autoscaler in a Kubernetes repo
Building Real Time Data Pipeline using Apache Kafka, Apache Spark, Hadoop, PostgreSQL, Django and Flexomonster on Docker to track status of Servers in the Data Center across the Globe.
Recognize named entities with LSTMs
This contains solutions from Leetcode and Hackerrank that I have solved for some fun and practice.
Collection of stopwords in txt.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
The rise in importance of data visualization is the result of many factors, including the sheer volume of data our world now produces, and the recognition that numbers alone arenโt enough. But probably the most important factor is the mainstreaming of data analysisโanalytics are no longer just for statisticians and tech companies.
This project is about Template Extraction from a document using NLP Techniques