Nikhilkohli1/Data-Science-Machine-Learning

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Created almost 5 years ago
Updated 6 months ago

Nikhilkohli1/Data-Science-Machine-Learning

Nikhilkohli1

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

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

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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.

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Olist-Marketing-Analytics

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

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Heart-Disease-Diagnosis-Assistant

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

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Quantitative-Finance-Options-Pricing

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

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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

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Cognitive-Computing-Deep-Neural-Networks

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

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Medium-Articles

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

De-identification-Pipeline

Breaking-Language-Barriers-Serverless-Pipeline

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

Natural-Language-Processing

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

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Data-as-a-Service-Pipeline

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Dataset_Colored