Ashish Tele's Projects
100 Days of ML Coding
Public material for CS109
#66DaysOfData
Special Repository
🔥 A website showcasing my work
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome R packages, frameworks and software.
Competition Scripts: Drivendata.org
a curated list of R tutorials for Data Science, NLP and Machine Learning
A book covering the fundamentals of data visualization.
Data for the data visualization library deck.gl examples (https://uber.github.io/deck.gl/#/)
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Scripts from Deep Learning class
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
How to do data science with Optimus, Spark and Python.
Draft of the fastai book
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
This repository is to test the language model from HuggingFace
A curated list of applied machine learning and data science notebooks and libraries across different industries.
Kaggle Competition - Kiva data exploration and exploratory data analysis
Forecast use of a city bikeshare system
This repository contains my EDA scripts of Kaggle & MakeoverMonday Datasets
Deep Learning for humans
House sale price prediction - Ames Housing (caret), Boston house sale price etc.
Salary division classification ($50k)
Formatted datasets for Machine Learning With R by Brett Lantz
Implementing Machine learning algorithms on available datasets
UCI repository - Online Retail
McKinsey Hackathon - Ranked 228th (top 5%)