amnghd
I am a data science hobbyist with a published track of reformulating technical challenges into data science problems.
TechDavis, CA
Pinned Repositories
A-Data-Science-Application-for-Utilites
This repository is no meant to be a source code, rather it tries to publicize the application of data science in a very old field, Power Utilities. Our colleagues and I have performed 6 years of research and published its results. Since the code parts are confidential, I will try to give you an understanding of the phenomenon and shed light on another possible direction for data scientists to look for oppurtunities.
awesome-persian-nlp-ir
Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
donation_data_engineering
The data engineer is asked to provide insights for cash-strapped political candidates.
FIFA_WORLD_CUP_2018_PREDICTION
Go-to_Cheatsheets_for_DataScience
Map_Reduce_Design_Patterns
This repository is dedicated to the Map Reduce Design Pattern Course by Cloudera
Persian_poems_corpus
We have collected, cleaned, and prepared most of Persian Poems for NLP tasks. List of stopwords is also provided.
Tableau_or_Matplotlib
Uber_Driver_Prediction_Challenge
This notebook is dedicated to the solution of Uber take home challenge. This challenge consists of three main questions and several sub-questions
Word2vec-on-Farsi-Literature
amnghd's Repositories
amnghd/Persian_poems_corpus
We have collected, cleaned, and prepared most of Persian Poems for NLP tasks. List of stopwords is also provided.
amnghd/Word2vec-on-Farsi-Literature
amnghd/Go-to_Cheatsheets_for_DataScience
amnghd/awesome-persian-nlp-ir
Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
amnghd/Farsi_poem_generator
This repo is dedicate to developing a poem generator for Farsi poems.
amnghd/NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
amnghd/NLP_Tour_on_Persian_Literature
This repo focuses on web scraping on a Persian literature website and is followed by an NLP analysis on the acquired data.
amnghd/On_the_side_projects
I will put some miscellaneous project here for future reference. Nothing fancy!
amnghd/A-Data-Science-Application-for-Utilites
This repository is no meant to be a source code, rather it tries to publicize the application of data science in a very old field, Power Utilities. Our colleagues and I have performed 6 years of research and published its results. Since the code parts are confidential, I will try to give you an understanding of the phenomenon and shed light on another possible direction for data scientists to look for oppurtunities.
amnghd/Tableau_or_Matplotlib
amnghd/A_Review_on_Pyspark
I am going over the basics of pyspark. I use datacamp course and udemy course as my references.
amnghd/Advanced-Machine-Learning
Advanced machine learning specialization offered by UNH.
amnghd/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
amnghd/BanditsBook
Code for my book on Multi-Armed Bandit Algorithms
amnghd/beyond-jupyter
All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker"
amnghd/Causal-inference-in-R
amnghd/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
amnghd/DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
amnghd/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
amnghd/docker-DataScience
Dockerfile containing the libraries I need in most of my projects.
amnghd/iMBA_BADM590
Homework for introduction to Business Analytics-UIUC
amnghd/ISLR
Homeworks, notes, and studies related to overview of statistical learning book
amnghd/keras
Deep Learning for humans
amnghd/Mapreduce-Using-MRJob-
In this repository I will focus on using MRJob for performing queries on different data sets, including, transaction dataset, forum logs, internet logs, and finally some queries on Rumi poems. When the data set is big I will push the job onto AWS EMR.
amnghd/PostgreSQL_practices_
This repo is dedicated to my Postgresql practices
amnghd/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
amnghd/Python_prep_kit
Uploading sample python code for different problems in Hackerrank Interview Prep Kit and other CCI questions
amnghd/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
amnghd/rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
amnghd/Tableau_A_Z_practices
This repo is dedicated to my practices and homeworks for Tableau A-Z course. Also, I will add a Jupyter notebook including all the practices.