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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

breaking-language-barriers-serverless-pipeline

Serverless AWS Pipeline to perform Language Translation and Named Entity Masking on Podcasts or Audio files

cognitive-computing-deep-neural-networks

Keras Deep Learning projects including Classifying Images for ImageNet data using CNNs, Transfer Learning and Hyperparameter Optimization

data-as-a-service-pipeline

data-science-machine-learning

This repository contains various Data Science projects that I have worked on.

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

dataset_colored

de-identification-pipeline

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

healthspring-management-systems

Java Based Application to manage Social Crowdfunding by a Healthcare Startup

heart-disease-diagnosis-assistant

A Streamlit Application to assist doctors in prediction of Heart Diseases based on their medical readings & characteristics.

leetcode-sql

Leetcode SQL Problems and their solutions

machine-learning

Content for Udacity's Machine Learning curriculum

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

marketing-analytics-tutorials

This repo consists of the CLAAT documents of the tutorials prepared by me as a TA for INFO 7374 Algorithmic Marketing

medium-articles

This repository contains the links to Medium Articles written by me on topics like Digital Marketing Analytics, Data Science & Deep Learning

multi-armed-bandit-bayesian-a-b-testing

natural-language-processing

This repository contains Natural Language Processing Projects like Sarcasm Detection, Quora Insincere Questions Classification & Edgar Sentiment Analysis

ner-entity-extraction

Serverless pipeline for Named Entity Recognition using AWS Comprehend and Masking or Deidentifying selected entities

olist-marketing-analytics

Algorithmic Marketing based Project to do Customer Segmentation using RFM Modeling and targeted Recommendations based on each segment

quantitative-finance-options-pricing

Implementation of Black Scholes & State Price Density for Option Pricing in Python

real-time-interaction-using-sign-language

This is the Repository for Sign Language Recognition which we use to Interact in Real time with Alexa

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.