prateekralhan/Spark-Funds-Investment-Analysis-IIITB-Assignment-

Stars
1
Language
Jupyter Notebook
Created almost 5 years ago
Updated almost 5 years ago

prateekralhan/Spark-Funds-Investment-Analysis-IIITB-Assignment-

prateekralhan

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

PG Diploma - Machine Learning and Artificial Intelligence Spark Funds Investment Analysis Assignment - Solution By: Prateek Ralhan¶ Let us start by stating the objectives which we need to accomplish for this assignment!! Objectives: We work for Spark Funds, an asset management company. Spark Funds wants to make investments in a few companies. The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively. Spark Funds has two minor constraints for investments: It wants to invest between 5 to 15 million USD per round of investment It wants to invest only in English-speaking countries because of the ease of communication with the companies it would invest in.

OpenAI_Whisper_ASR

A minimalistic automatic speech recognition streamlit based webapp powered by OpenAI's Whisper "State of the Art" models

Python-based-Youtube-downloader

A simple GUI for downloading youtube videos built using Python

Cheatsheets-for-AI

Cheatsheets on numerous topics ranging from DataScience | ML | DL | AI | Big Data.

Object-Size-measurement-in-an-image-using-openCV4.0-and-imutils

Measuring the size of objects in an image using Pixel per Metric ratio and openCV4.0 with imutils

Streamlit-based-Automatic-Number-Plate-Recognition

A streamlit based implementation of Automatic Number Plate Recognition for cars and other vehicles using images or live camera feed

Segment-Anything-Streamlit

Streamlit based implementation for the The Segment Anything Model (SAM) developed by Meta AI research

Streamlit-ChatGPT-DALLE-2

A simple streamlit based webapp using OpenAI APIs empowered with text generation and image generation functionalities

Streamlit-based-Duplicate-Images-Finder

A streamlit based webapp to find duplicate images from single/multiple directories.

Youtube-Whisper-Streamlit

A streamlit based webapp to generate subtitles for YouTube Videos.

Speech2Text-for-Long-Audio-Files

Perform SOTA Speech2Text on Long Audio Files with/without diarization Using Google Cloud Speech API

Instance-Segmentation-using-PixelLib

A streamlit based webapp to perform SOTA instance segmentation on images, videos and live webcam feed

Deep-Punctuation-Corrector

A simple streamlit based webapp to process text and correct punctuation built using "fullstop-punctuation-multilang-large" Model from Huggingface Transformers 🤗.

Gesture-Recognition-Case-study-IIITB-Assignment-

A deeplearning based approach to classify human gestures for smart appliances.

Jupyter Notebook

Streamlit-Imagededup

A simple streamlit based web application in order to find duplicates in a corpus of images using perceptual hashing, uploaded by the user based on the imagededup PyPi package

Streamlit-based-Image-Super-Resolution-using-ESRGAN

A simple streamlit based webapp showcasing Image Super Resolution using ESRGAN

Deep-Question-Answering-System

A deep learning based Q&A system built using RoBerTa model from huggingface transformers

Detection-of-Parkinson-s-disease-with-Spiral-Wave-Test

Facial-Cartoonizer

A flask based webapp to convert Facial Images to Cartoons

Streamlit-based-Deep-Emotion-Detector

A simple streamlit based webapp to process text and detect emotions from the underlying text piece built using "EmoRoBERTa" Model from Huggingface Transformers 🤗.

Scanned-PDFs-checker

A streamlit based webapp to detect scanned/digital PDFs from a large corpus as well as allow the user to OCR the scanned docs

Advanced-Table-detection-and-Extraction-using-RetinaNet

Self-Driving-Car-from-Scratch

Jupyter Notebook

Git_Basic_commands

Git basic commands - Brief Overview

Automatic-End-to-End-Speech-Recognition-using-pytorch

ASR using Pytorch and huggingface transformers

Automatic-Python-based-SQL-queries-execution

Python mini script of executing SQL Server based queries remotely using pypdbc

Translate-Excel-files-using-Google-Translate

A simple script to translate text to the desired language using the free google translate python client API

Streamlit-based-ToDo-App

A simple streamlit based Todo app to track/monitor your daily tasks

Telecom-Churn-Case-study---IIITB-Assignment

Telecom churn prediction based webapp

Jupyter Notebook

Haystack-based-QA-system

A simple Question Answering system built on a corpus of documents of different formats using Haystack and Streamlit

Group-E-mail-Automation

A simple script to automate sending E-Mails to larger groups

Streamlit-based-Low-Light-Image-Enhancer

A simple streamlit based webapp to process and enhance low-light images using Keras MIRNet.

Chat-Screenshot-Classification-using-CNNs

A Simple CNN architecture to predict whether any input image is a chat screenshot or a normal image

Google-Images-downloader

bulk automated download of images from google 😉

Youtube-Data-Analytics-using-PowerBI

YouTube Data Analytics using PowerBI

Jupyter Notebook

Mini-Audio-Converter

A simple Streamlit based webapp to convert Audio files of numerous formats to the desired format required by the user.

Minimalistic-Snake-Game-using-Python

A minimalistic snake game built with python ;)

Stock-market-Analysis-using-K-means-Clustering

Hand-Sign-detection-using-TensorFlow-Object-Detection-API

Real-time Hand Sign detection using TensorFlow Object Detection API

Jupyter Notebook

Tic-Tac-Toe---Classical-RL---IIITB-Assignment

Jupyter Notebook

qrcode-generator-streamlit

A minimalistic webapp to generate QR Codes for the URLs fed in by the user

Multiple-Object-Tracking-using-Centroid-Tracking-Algorithm-and-openCV4.0

Multiple object tracking mechanism achieved using centroid tracking algorithm and openCV4.0

COVID19-Fake-news-detector

A streamlit based webapp to detect COVID19 related Fake News

Similar-Images-Search

A streamlit based webapp to search for similar images as per the user's input (textual info, image URLs, uploaded image anything!! ) .

Pic-2-Sketch

A flask based webapp to convert Pictures to Sketches

COVID19-Dashboard

PowerBI based COVID19 Dashboard

ImageColourizer

A flask based minimalistic webapp to colourize black and white Images

Geospatial-Data-Visualization-using-kepler.gl

speech-2-data-expert.ai-streamlit

A minimalistic automatic speech recognition streamlit based webapp powered by wav2vec2-base-960h Facebook model provided by HuggingFace transformers and the NL API provided by expert.ai

Minimal-URL-Shortener

A minimalistic flask based webapp to shorten URLs 🔗

Language-identification-using-tensorflow-and-keras

Jupyter Notebook

Replace-Excel-Vlookup-with-Python

Location-Data-Extraction-using-GoogleMaps-API

COVID-19-Tracker-using-Desktop-Notifications-

A COVID19 Tracker notification system for Windows

Chatbot-Development-using-RASA-Framework-and-Zomato-API---PGD-IIITB-Assignment

Turn-your-PDFs-into-audio-books

Space-shooter

A minimalistic space shooter game built using pygame

BERT-based-Document-Summarizer

A Multi Document Summarizer Using Bidirectional Encoder Representations from Transformers (BERT)

Beauty-of-Bayesian-Inference

Virtual-Mouse

Used-Car-Price-Prediction

A flask based webapp to estimate the price of any used car

Google-Search-word-cloud-generator

A mini script to generate wordcloud of your google search history data 😉

Ted-Talks-Video-Downloader

A streamlit based webapp to download Ted Talks from their official website.

Drink-Water-Reminder-

A simple python script to receive notifications for drinking water at regular intervals

Streamlit-based-3D-Object-Tracker-using-Objectron

A simple 3D Object Tracking webapp for humans built using streamlit.

Virtual-Personal-Assistant

A minimalistic python based virtual assistant to help you automate basic tasks in your PC

LinkedIn-Data-Analytics-using-PowerBI-and-Plotly

LinkedIn Analytics webapp

EDA-and-Sentiment-Analysis-of-my-favourite-comedians-using-NLTK-and-textblob

Jupyter Notebook

Virtual-Drag-and-Drop

A virtual Image drag and drop system built on top of opencv and mediapipe for importing images and moving them around the screen using our hands

Flash-News

Flash News webapp

Self-Driving-Car-wih-survillence-support-system

The project mainly deals with designing a full fledged working model of an autonomous system i.e. the car, that can be used as a survillence bot as well as self drive in the desired path

Digit-Recognizer-using-openCV4.0-wand-imutils-with-Four-point-Transform

A Digit recognizer made using OpenCV4.0 and imutils with Four-Point Perspective Transform

Body-Segmentation-and-Background-removal-using-Tf-Bodypix

ML Body Segmentation and background removal using Tf-BodyPix.

Deep-Learning-based-Age-Detection

A flask based webapp for detecting age in human images using deep learning

Multilingual-Translator

A streamlit based multi language translator powered by Facebook's mBART for state of the art language translation

CLIP-SAM-Streamlit

Streamlit based webapp combining CLIP and SAM to perform one vocabulary image segmentation

Generating-Eminem-Lyrics-using-an-LSTM-Network

prateekralhan

Special README - Github Portfolio