Pranav Arora's repositories
Check-For-Best-Deals-At-AMZN
This script helps you to scrape the amazon web page of the product , check for the price ( i am doing for an echo plus device) and if the price falls down below your expectations , it send you an email for the same :) . Pretty handy right !
COVID19_Detection
This is an *educational* repo, just to try hands on, how to detect a covid +ve case from a Xray image. Implemented using TF, using VGG16 as the model for transfer learning.
Generative-adverserial-Networks-Face-profile-completion-
Based on the idea of expediting the process of catching criminals using Neural Networks.
SameOldChatBot
Nah its not the same old chat bot. Its all about implementing RASA stack which is a framework mainly used for NLP/NLU purposes. We ll be making a chatbot that you can deploy on slack as well so that you can fetch match scores at the tip of your hand(oh sorry your keyboard). Follow the below steps for the entire project building.
SelfDrivingCar
Application of A* algorithm to build a reinforcement learning model.
Speech-To-text-Converter
It uses Google voice recognition API's and manages to sweep over with Sphinx as the converter.
DS_Quiz_Recommender
It is a project built to showcase understanding of a GraphDB(ArangoDB) as to how we can maintain users data who perform on a test and if they score over a certain threshld are give a set of harder questions from the pool.
Juxtapose_Custom_Tensorflow_Object_Detection
To extend the extent of detection by Tensor Flow object detection APIs and Custom Detector built using apposite techniques and tools.
Music-Genre-Classification-using-lyrics
Train a classifier to predict the genre of a song based on its lyrics
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
CORD19_Task5
Create summary tables that address population studies related to COVID-19
Covid_India_Updates_Slack
Creating a slack bot to give you updates of the upcoming coronavirus cases in India for your channel.
CSB-Project
Its a data_science Churn Prediction project with a highly imbalance target variable
DataScienceSalaries
Scrapes glassdoor for Data scientist salaries across US and cleanse up the data for our use-case and fits the most promising models and evaluate it(obviously its not the intuitive, its iterative)
DemandSupplyForecasting
Forecasting of supply and demand on basis of person booking a cab to driver accepting it. Using MAPE as metrics and cross validation. for evaluation, using multiple models(after rigorous exploration to give insights and implement a model)
Elimentary-level-TicTac-for-Python-beginners-
This is a very rudimentary representation of a Tic Tac Toe game in python. Try your implementation , make tweaks and have fun.
facebook_ads_bigquery_etl
ETL based on google cloud function to save facebook ads statistics in google bigquery
Flask_Deployment_ML_Pipeline
This project is to familiarise with Flask and it being a panacea for deployment of ML pipelines.
INeuron_Assignments
Solved assignments for Ineuron for anyone who needs help solving them.
Koch-Koch
A koch snowflake implemented using Turtle and math library(coz geometry :P). It takes into consideration the depth of each segment and draws triangle after every a/3 of a length segment of length a. Just directly run into your shell. Working on a square solution for the same.
OpenCV_Practice-
Small projects pertaining to Opencv applications in images, videos , image stitching.
Snakes-and-Pies
It is a minimalist game for those who enjoyed snakes game in nokia phone back in the 90's. Simply run the code in your terminal. It utilises curses module for getting the screen and displaying all the other dimensions. Enjoy :)
TextEditor
It is a simple editor in command line written in python.