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sunjoshi1991's Projects

haystack

:mag: Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.

health_insurance_claim_prediction

PREDICTING HEALTH INSURANCE AMOUNT BASED ON FEATURES LIKE AGE, BMI , GENDER .

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

interview

Everything you need to kick ass on your coding interview

introduction-to-ai-native-vector-databases-4470531

This repo is for the Linkedin Learning course: Introduction to AI-Native Vector Databases

kinesis

Kinesis Lambda Preprocessor Implementations

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

machine-learning-projects

Solved end-to-end machine learning projects

machine_learning_from_scratch

Machine learning algorithms build from scratch using basic intuition

machine_learning_performace_metrics

SIMPLE FUNCTIONS TO CALCULATE CLASSIFICATION AND REGRESSION PERFORMANCE METRICS WITHOUT USE OF SKLEARN

mindsdb

Predictive AI layer for existing databases.

ml_web_app

web app for youtube comments classifier using machine learning model

mode-yammer-sql

Contains the report and SQL scripts that describe the analysis done to understand the reasons behind the drop in Yammer's users activity during July-August 2014

music-generation-using-lstm-char_rnn-

GENERATING (PREDICTING) NEXT CHARACTER OF MUSICAL NOTES(TEXT) UISNG CHAR RNN(LSTM)

nlp

NLP BASIC

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp_gui

CREATING A GUI USING TKINTER AND TEXTBOLB NLP

nsp-bert

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

pdfner

Information extraction and named entity recognition for indexing PDFs

practical-data-engineering

Practical Data Engineering: A Hands-On Real-Estate Project Guide

problem-solving

Data sturctures and Algorithms

production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

pycaret

An open-source, low-code machine learning library in Python

python

All Algorithms implemented in Python

python-notebooks-for-apache-kafka

A Series of Notebooks on how to start with Kafka and Python

quora-question-pair-similarity

predict whether a pair of questions are duplicates or not.

r-basics

Basic assignments in R

react-pdf-ner-annotator

Annotate entities directly onto a PDF with automatic OCR for scanned PDFs

real-time-streaming-data-pipeline-and-dashboard

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.

research_papers

Research papers with practical implementation

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sunjoshi1991's Projects

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