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Vatsal Saglani
Vatsal Saglani

239 Followers

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Published in Towards AI

·Pinned

Build Real-time Data Applications Quickly Using Streamlit And Prisma

A quick hands-on guide to integrating database support into your Streamlit app — Streamlit has become a boon to the Data Science community and provides a simple approach to building data apps easily and quickly without any frontend knowledge. There are many different types of components supported by Streamlit, which are increasing day by day. People are using Pandas and CSV files to…

Software Engineering

7 min read

Build Real-time Data Applications Quickly Using Streamlit And Prisma
Build Real-time Data Applications Quickly Using Streamlit And Prisma
Software Engineering

7 min read


Published in Geek Culture

·Pinned

Transformer-based Recommendation System

Item-Item based collaborative filtering using a BERT based Recommendation model — Encoder-based Self-Attention transformers are very good at predicting the next character for a Natural Language Generation task. In the case of language, these models predict the next character as they can attend to know the importance of tokens/characters around the given characters. In a similar manner, why can’t we apply…

Programming

4 min read

Transformer-based Recommendation System
Transformer-based Recommendation System
Programming

4 min read


Published in Geek Culture

·Pinned

Serverless AWS Lambda + DynamoDB + FastAPI + Github Actions

Part 2 — DynamoDB with AWS Lambda and FastAPI with Github Actions integration — Introduction In Part 1, we went through a hands-on guide on how to use AWS Lambda to deploy web applications built using FastAPI. In this blog, we will create two tables using AWS DynamoDB and develop API endpoints to create and get data from the tables. Creating Tables We will be creating two…

Programming

6 min read

Serverless AWS Lambda + DynamoDB + FastAPI + Github Actions
Serverless AWS Lambda + DynamoDB + FastAPI + Github Actions
Programming

6 min read


Published in Geek Culture

·Pinned

Serverless AWS Lambda + DynamoDB + FastAPI + Github Actions

Part 1 — Deploying FastAPI application on AWS Lambda — Introduction In Part 1 of this blog, we will go through setting up AWS SAM, creating a Lambda, and adding FastAPI API endpoints. You might have heard a lot about serverless functions and their advantages so in this blog we won’t be going into the explanation of, what are serverless functions…

Programming

5 min read

Serverless AWS Lambda + DynamoDB + FastAPI + Github Actions
Serverless AWS Lambda + DynamoDB + FastAPI + Github Actions
Programming

5 min read


Published in Geek Culture

·Pinned

Let’s end the FastAPI vs Flask debate

For calling independent async functions in parallel — Both FastAPI and Flask are web frameworks (well Flask is a “microframework”) to build APIs with Python. Based on your needs you might have used any of these from time to time. But for different applications, it can become quite a headache to decide which one to go for. …

Python

4 min read

Let’s end the FastAPI vs Flask debate
Let’s end the FastAPI vs Flask debate
Python

4 min read


Published in Geek Culture

·2 days ago

Positivity Unleashed: PPO and Generative Text Models

Exploring the Power of Positive Reinforcement with Reinforcement Learning and AI-Language Generation — Introduction I have been meaning to write this blog for a long time but found the time to write it today, it’s never too late! Probably this is the right time as well. If you are reading this blog, then you might already have come across and maybe even use ChatGPT…

Deep Learning

10 min read

Positivity Unleashed: PPO and Generative Text Models
Positivity Unleashed: PPO and Generative Text Models
Deep Learning

10 min read


Published in Towards AI

·Dec 17, 2022

Unleashing the power of WebSockets for real-time Model Inference

A hands-on guide to serving model inference using sockets — A Socket specifies a network address and port via which the application can communicate to the process on the network. Sockets are low-level programming interfaces that are commonly used for developing real-time, bi-directional communication between applications. How are Sockets different from REST APIs? REST and Sockets are both used to create networked applications. REST (Representational State Transfer)…

Software Development

6 min read

Unleashing the power of WebSockets for real-time Model Inference
Unleashing the power of WebSockets for real-time Model Inference
Software Development

6 min read


Published in Geek Culture

·Dec 9, 2021

Everything Popular in the 2021 Data Science Landscape

Brief data analysis of 2021 Kaggle ML & DS Survey data — “Data is the new oil”, they said and there are a lot of frameworks, tools, and instrumentations schemes required to employ this new oil to convert it into a valuable fuel to reach the finish line. These data come in multiple formats images, videos, text, audio, etc… and one can…

Data Science

10 min read

Everything Popular in the 2021 Data Science Landscape
Everything Popular in the 2021 Data Science Landscape
Data Science

10 min read


Published in Geek Culture

·Jul 22, 2021

An amateur’s guide to adding DarkMode to your React application

Adding themes to your web application made easy — The ability to change themes in different websites have always fascinated me. I always used to wonder how can a single click of a button change the whole theme of the website, I was aware of the logic mode === "light" lightTheme : darkTheme but was unaware of the inner…

JavaScript

4 min read

An amateur’s guide to adding DarkMode to your React application
An amateur’s guide to adding DarkMode to your React application
JavaScript

4 min read


Published in Towards AI

·Apr 28, 2021

How To Generate Meaningful Sentences Using a T5 Transformer?

Develop a text generation API — In the blog, Generating storylines using a T5 Transformer we saw how we can fine-tune a Sequence2Sequence (Text-To-Text) Transformer (T5) to generate storylines/plots by providing inputs like genre, director, cast, and ethnicity. In this blog, we will check out how we can use that trained T5 Model for inference. …

Artificial Intelligence

5 min read

How To Generate Meaningful Sentences Using a t5 Transformer?
How To Generate Meaningful Sentences Using a t5 Transformer?
Artificial Intelligence

5 min read

Vatsal Saglani

Vatsal Saglani

239 Followers

Engineer, Programmer & Deep Learning professional. Get full access via https://thevatsalsaglani.medium.com/membership. Read More @ https://vatsalsaglani.dev

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