Santosh S's repositories
2015
Public material for CS109 (Python for datascience) taught in Harvard
66Days__NaturalLanguageProcessing
I am sharing my Journey of 66DaysofData in Natural Language Processing.
AmazonReviews__Analysis
In this repository I have performed the Text Analysis of Amazon Reviews Dataset using only TensorFlow and TensorBoard. I hope you will gain some insights about the Implementation of TensorFlow here.
AppliedNLPWorkshop
Repository of contents (+notebooks) covered in AV's Datahack Summit 2019 workshop on Applied NLP by Sudalai Rajkumar
awesome-quantum-machine-learning
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
Business-Analytics
Business Analytics Nanodegree - Learn Excel, SQL and Tableau skills. Four reviewed projects to complete. See the projects website below.
Capstone_Pneumonia_Detection
Project completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning
CLV_prediction-1
Predicting Customer Lifetime Value
Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
CS231n-2017-Summary
After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.
customer-lifetime-prediction-using-python
What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.
DailyKnowledge
This repository contains the files and resources from my Daily Knowledge hunt
Data-Science--Cheat-Sheet
Cheat Sheets
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
Dimensionality-Reduction-in-Python
Dimensionality Reduction in Python
Learn_Data_Science_in_3_Months
This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube
lifetimes
Lifetime value in Python
Machine-Learning-Links-And-Lessons-Learned
List of all the lessons learned, best practices, and links from my time studying machine learning
nlp-datasets-1
A list of datasets/corpora for NLP tasks, in reverse chronological order.
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
Tensorflow-in-practise-Specialization
Four Courses Specialization Tensorflow in practise Specialization
tensorflow-lifetime-value
Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.
Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
Trending-Deep-Learning
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
TV_Halftime_Shows..BigGame
Hey there!! In this Project I have tried to answer the simple Questions about the TV, Halftime Shows and the Big Games. It will give you some insights about Pandas as well. I have done this Project in Jupyter Notebook using Python Programming Language !!
Udacity_Deep_Learning_ND
Projects completed as part of Udacity Deep Learning Nano Degree