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aiofiles

File support for asyncio

airbnb_nyc

Using data I've answered 3 questions: i. Can we group airbnb locations based on amenities offered? ii. How price varies across neighborhoods? iii. Does proximity to train-stations affect the price?

aml-london-2019

Course materials for Applied Machine Learning course in 2019 in London

anpr

License Plate detection and recognition on Indian Number Plates

anpr_yolov5

api-to-postgres

Store data from an API into a Postgres table

async-techniques-python-course

Async Techniques and Examples in Python Course

asyncio-examples

A few examples of how to use asyncio

atm-cash-optimization

Prophecy of ATM Withdrawals

atm-replenishment-schedule-optimization-project

This project aims to Optimize an ATM Cash Replenishment Schedule. A local bank's off-campus ATM transaction data is used and code is written in VBA and integrated with an Excel spreadsheet to prepare a dynamic dashboard. End users can use this dashboard to make selections, simulate and visualize results.

atmenv315

Jupyter notebooks and python scripts used in the course Environmental statistics and computation"

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

awesome-mlops

A curated list of references for MLOps

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

basic-mathematics-for-machine-learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

blackstone

:black_circle: A spaCy pipeline and model for NLP on unstructured legal text.

book_list

Python, Machine Learning, Deep Learning and Data Science Books

capstone-project-1

Predicting Default status of Home Loans at the time of Loan Acquisition by Freddie Mac. An end-to-end project, this project involves data acquiring, data wrangling and cleaning, vizualizations and application of various Machine Learning techniques to make predictions.

causal-inference-for-data-scientists

Notebooks of Python and R code which illustrates basic causal inference using simulated data

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

code_snippets

concurrency-in-python-with-asyncio

Code for the upcoming Manning book Concurrency in Python with Asyncio

coroutines

A Curious Course on Coroutines and Concurrency - David Beazley

corruptor

Realistic data corruption (based on GeCo).

covid19model

Code for modelling estimated deaths and cases for COVID19.

data-mining-projects-inf553-python-java

Programming Projects for Course Data Mining INF553, in Python and Java

data-pipeline-batch-etl-with-airflow

A production-grade data pipeline has been designed to automate the parsing of user search patterns to analyze user engagement. Extract data from S3, apply a series of transformations and load into S3 and Redshift.

data-pipelines-with-apache-airflow

Developed a data pipeline to automate data warehouse ETL by building custom airflow operators that handle the extraction, transformation, validation and loading of data from S3 -> Redshift -> S3

data-science--cheat-sheet

Cheat Sheets