Nikhil Kohli's starred repositories
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Digital-Marketing-Analytics
This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics
Deploy-BERT-for-Sentiment-Analysis-with-FastAPI
Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch
Stock-Prediction-Portfolio-Optimization
A Streamlit based application to predict future Stock Price and pipeline to let anyone train their own multiple Machine Learning models on multiple stocks to generate Buy/Sell signals. This is a WIP and I will keep on adding new ideas to this in future.
Depression-Detection-in-speech
Detecting depression in a conversation using Convolutional Neral Network
Heart-Disease-Diagnosis-Assistant
A Streamlit Application to assist doctors in prediction of Heart Diseases based on their medical readings & characteristics.
Machine-learning-from-scratch
Implementation of Machine Learning Algorithms (KNN, Linear, Logistic, SVM, K-Means, Decision Tree, Naive Bayes) from Scratch using Python & Numpy only
Medium-Articles
This repository contains the links to Medium Articles written by me on topics like Digital Marketing Analytics, Data Science & Deep Learning
Breaking-Language-Barriers-Serverless-Pipeline
Serverless AWS Pipeline to perform Language Translation and Named Entity Masking on Podcasts or Audio files
Data-Science-Machine-Learning
This repository contains various Data Science projects that I have worked on.
Natural-Language-Processing
This repository contains Natural Language Processing Projects like Sarcasm Detection, Quora Insincere Questions Classification & Edgar Sentiment Analysis