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atap

Code for Applied Text Analysis with Python

automation-selenium

Using Selenium to automate login process and downloading file from a website and finally move the file to a destination path.

bert

TensorFlow code and pre-trained models for BERT

best-readme-template

An awesome README template to jumpstart your projects!

chatbot-for-biginners

cheatsheets

RStudio Cheat Sheets

customer-survival-analysis-and-churn-prediction

In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.

d3-book

Code examples for “Interactive Data Visualization for the Web”

econometrics-gdp-dpi-var

Multivariate time series Vector Autoregression Model (VAR) on real world GDP and DPI (and some other indexes). Bayesian Structured Time Series (BSTS).

etc3550slides

Slides for a forecasting course based on "Forecasting: Principles and Practice"

flask-folium-app

Well map with Folium library, app with Flask!

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

fsnd

Public repository for the Full-Stack Nanodegree program.

langchain

⚡ Building applications with LLMs through composability ⚡

ldpd

:exclamation: This is a read-only mirror of the CRAN R package repository. LDPD — Probability of Default Calibration

leetcode

Leetcode solutions

leetcode_company_frequency

Collection of leetcode company tag problems. Periodically updating.

map-data-visualization

Using flask app to display interactive folium map. This shows the mean sale price of each neighborhood and datasets are available in Kaggle, and King County ARGIS website.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

monogame_gameprogramming

Game development using Monogame framework

nlp-basecamp

personalassistantchatbot

It is a personal assistant chatbot, capable to perform many tasks same as Google Assistant plus more extra features...

python-helpers-functions

Compile all the helper functions for different use cases

python-projects

Python Projects from open-source datasets, past courses, Kaggle competitions, API, etc.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

qliksense

r-projects

Data Science and Analytics Projects using R programming language. Analytics Modeling folder contains homework assignments from Georgia Tech's Intro to Analytics Modeling.

sas-projects

Analytics Projects Using SAS

sql

statistical-learning

Notes on statistical learning. Currently contains probability based models, parametric and non-parametric statistical tests.