Kapil's repositories
RFM-analysis
Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
data-engineering-nanodegree
notebooks produced throughout the Udacity's Nanodegree Data Engineering Course
DSCI430
Course materials for DSCI 430 Data Science at Scale
Soccer
Code Sharing for Soccer CMSAC
course-starter-r
👩‍🏫🇷 Starter repo for building interactive R courses
Swift-30-Projects
30 mini Swift Apps for self-study
personal_site
Source code for my website
CMSACamp
Repository for code and datasets used in CMSACamp
Udacity-Data-Engineering
Udacity Data Engineering Nano Degree (DEND)
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
CS131
My own solutions for CS131_fall1718 homework release
GetCards
Notebook to download machine learning flashcards
SCUDEM
Codes for simulation of Differential Equations for Modeling Problem in SCUDEM Hackathon
QNotes
Quantitative Interview Preparation Guide, updated version here ==>
MachineLearningStatistics
Machine learning and statistics for physicists
hugo101
Getting started with Hugo and Deploy to Netlify :zap:
Physics-460-Research
Research Experience for Undergrad @Winona State University. I did this project when i was sophomore there.
KapilKhanal.github.io
My Blog
Police-Data-Challenge
Codes for projects and competitions
business-machine-learning
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Banking, Finance and Insurance, Customer, Employee, Legal, Management, Operations and Public matters.
pgmpy_notebook
Short Tutorial to Probabilistic Graphical Models(PGM) and pgmpy
dataquest-DE
Data Quest - Data Engineer Learning and Projects
BYSH
Repo for current version of Broadening Your Statistical Horizons (initially Feb 2019). A rendered version can be found at: https://bookdown.org/roback/bookdown-bysh/
scalacaster
Purely Functional Algorithms and Data Structures in Scala
DeepLearningMaster2019
MASTER IN FOUNDATIONS OF DATA SCIENCE: Deep Learning.
production-data-science
Production Data Science: a workflow for collaborative data science aimed at production
academic-kickstart
Easily create a beautiful website using Academic and Hugo