Nikhil Kohli's repositories
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
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.
Olist-Marketing-Analytics
Algorithmic Marketing based Project to do Customer Segmentation using RFM Modeling and targeted Recommendations based on each segment
Heart-Disease-Diagnosis-Assistant
A Streamlit Application to assist doctors in prediction of Heart Diseases based on their medical readings & characteristics.
Quantitative-Finance-Options-Pricing
Implementation of Black Scholes & State Price Density for Option Pricing in Python
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
Cognitive-Computing-Deep-Neural-Networks
Keras Deep Learning projects including Classifying Images for ImageNet data using CNNs, Transfer Learning and Hyperparameter Optimization
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
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
data-science-masters
Self-study plan to achieve mastery in data science
Data-Science-with-Spark
Machine Learning and Data Analysis Case Studies using Spark.
Data-Visualization-Dashboard-Analysis
BI Reports & Visualization Dashboards using Tableau, PowerBI & Spotfire
Healthspring-management-systems
Java Based Application to manage Social Crowdfunding by a Healthcare Startup
Leetcode-SQL
Leetcode SQL Problems and their solutions
machine-learning
Content for Udacity's Machine Learning curriculum
Marketing-Analytics-Tutorials
This repo consists of the CLAAT documents of the tutorials prepared by me as a TA for INFO 7374 Algorithmic Marketing
NER-Entity-Extraction
Serverless pipeline for Named Entity Recognition using AWS Comprehend and Masking or Deidentifying selected entities
Real-Time-Interaction-Using-Sign-Language
This is the Repository for Sign Language Recognition which we use to Interact in Real time with Alexa