pythonpune / meetup-talks

Collection of slides and other details of the talks delivered in PythonPune meetups
https://pythonpune.in/
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Bhavesh Bhatt - Talk proposal for Python Pune Meetup. #177

Open prasadseth opened 2 years ago

prasadseth commented 2 years ago

Title of the talk

Building ML Powered Web Applications using Python, TensorFlow Hub & Gradio

Description

With ML becoming more mainstream, the need for reinventing the wheel has decreased & there is very little entry barrier for creating ML powered applications. TensorFlow Hub is an open repository and library for reusable machine learning. The repository provides many pre-trained models: text embeddings, image classification models, TFjs/TFLite models and much more. The repository is open to community contributors. Gradio is the fastest way to demo your machine learning model with a friendly web interface so that anyone can use it, anywhere! In this session, I'll demonstrate how one can use Python, TensorFlow Hub & Gradio to create a fully functional ML powered web application.

Table of contents

In this session, I'll demonstrate how one can use Python, TensorFlow Hub & Gradio to create a fully functional ML powered web application.

  1. TensorFlow Hub - an open repository and library for reusable machine learning
  2. Gradio - fastest way to demo your machine learning model

Duration (including Q&A)

30 mins

Prerequisites

No response

Speaker bio

I am Bhavesh Bhatt - I am a Google Developer Expert (GDE) in Machine Learning. I am a Data Scientist based out of Mumbai, India. My primary interests include Computer Vision, Machine Learning, Deep Learning. I have designed & deployed multiple machine learning & deep learning models that have had a significant business impact. I have also been awarded the prestigious 40 Under 40 Data Scientist award. I am humbled to share that I have been recognized by GitHub as a GitHub Star. I am also extremely humbled to have more than 1700+ followers on GitHub. I have worked with multiple EdTech startups like Great Learning, GreyAtom and upGrad in delivering sessions & developing their machine learning course curriculum. I have also closely worked with Data Science aspirants to help them transition into a Data Science Career. In order to give back to the community from which I learnt so much I started creating videos on YouTube & currently I have close to 320 videos with 3 Million views & 40k+ subscribers.

The talk/workshop speaker agrees to

akshay196 commented 1 year ago

Excited to see you at the meetup. Conference link: https://meet.jit.si/PythonPuneNov22 More details can be found on https://www.meetup.com/pythonpune/events/289738840/ cc @bhattbhavesh91