MichaelKareev's repositories
Feature-Engineering--House-Prices
Feature engineering done manually: in order to operationalize later using Azure's MLOps
Framingham
Classification in case of an unbalanced dataset; using Kaggle's Framingham dataset as an example
Unbalanced-Dataset
Linear and non-linear methods for binary classification in case of unbalanced datasets
Actionable-ML-cheat-sheet
Copy/paste chunks of code, prepare your data, run and assess models in no time
Andrew-Ng-in-Python
CS229
coding-interview-university
A complete computer science study plan to become a software engineer.
datascience-exam
Repo supporting data science team interview exams.
GridSearchHelper
Class that allows to run GridSearch for several models at a time
Home-Prices
Well-known dataset for some sklearn testing
Matching-in-Python
Matching done in Python and further steps
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Pandas-Tricks
Some more- and less-known things one can do in Pandas
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 ;)
python-cheatsheet
Comprehensive Python Cheatsheet
String_Matcher
String Matching done using fuzzywuzzy adopted for pd.DataFrame
Time-Series
Forecasting on the monthly, weekly and daily bases
Weekly-Python
Exercises from Reuven M. Lerner
Working-with-folders
Collecting information about files stored in a given folder