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lending-club-loan-analysis

Lending Club Historical Loan Analysis and Modeling

machine-learning-with-pyspark

Source Code for 'Machine Learning with PySpark' by Pramod Singh

machine-learning-with-python

Python code for common Machine Learning Algorithms

machine_learning_economics

Machine Learning for Economics

machinelearningfrommodeltoproduction

This repo holds all the content for the Machine Learning training day

marketing-analytics-case-study

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

ml_projects

mlflow

Open source platform for the machine learning lifecycle

mlflow-apps

MLflow App Library

mlflow-demo

Simple Demo of MLflow Project

mlflow-workshop-part-1

Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three part series, we will cover MLflow Tracking, Projects, Models, and Model Registry.

mlops

A project-based course on the foundations of MLOps with a focus on intuition and application.

olt-mlflow

O'Reilly Online Training Materials for MLflow

predicting-depression

Project using machine learning to predict depression using health care data from the CDC NHANES website. A companion dashboard for users to explore the data in this project was created using Streamlit. Written with python using jupyter notebook for the main project flow/analysis and visual studio code for writing custom functions and creating the dashboard.

principal-component-analysis-pca---python

profit_predictor_docker

py

Repository to store sample python programs for python learning

pycaret

An open-source, low-code machine learning library in Python

pyspark-and-mllib

Getting start with PySpark and MLlib

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

robyn

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency a

sakila-dvd-rental-database-analysis

Analysis of the Sakila DVD Rental database using SQL

sc-projects

statistics_notes

Statistics, data analysis tutorials and learning resources

tech-books-library

📚e-books in PDF and ePub formats across a wide range of technology stacks and topics