Yogita's Projects
Public material for CS109 (Python for datascience) taught in Harvard
Data with Danny 8 week sql challenge
A curated list of deep learning resources for computer vision
Python worker for Azure Functions.
EDA
This analytics kaggle competition, we need to uncover trends in digital learning.
credit card churn, making pipeline, using ensemble techniques
Code for Data Engineer Zoomcamp course
code for Data Science From Scratch book
The Leek group guide to data sharing
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Automatically provision a secure workspace with ACLs, standard policies, and Financial Services code assets to jumpstart your Lakehouse
EDA and Hypothesis Testing
LearningPandas
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Files to Support Class by Thom Ives and Ghaith Sankari and to build examples for textbook
Research papers with annotations, illustrations and explanations
This uses Logistic Regression and Decision Trees
LinearRegression with five key assumptions. This was part of my coursework.
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 ;)
The "Python Machine Learning (3rd edition)" book code repository
Books of Python, R, Statistics, Calculus, Probabilities, Machine learning.
Predicting if customer will buy a travel package
Starter project code for students taking Udacity ud120
Config files for my GitHub profile.