Richard's repositories
pycaret
An open-source, low-code machine learning library in Python
mongoDB-essential-training-3023263
This repo is for the Linkedin Learning course: MongoDB Essential Training
mlflow-project-best-practices
An example MLFlow project
PostgresApp
The easiest way to get started with PostgreSQL on the Mac
pytorch-apple-silicon
Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.
sagemaker-graph-fraud-detection
Use Amazon SageMaker and Deep Graph Library (DGL) for Fraud Detection in Networks
azure-mol-samples-2nd-ed
Supporting resources for "Learn Azure in a Month of Lunches - 2nd edition" (Manning Publications)
practical-mlops-book
[Book-2021] Practical MLOps O'Reilly Book
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
m1-machine-learning-test
Code for testing various M1 Chip benchmarks with TensorFlow.
Simple-Sentiment-Analysis-using-NLTK
A simple algorithm for taking a crack at sentiment analysis
mysql_test_db
A sample MySQL database with an integrated test suite, used to test your applications and database servers
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
fraud-detection-using-machine-learning
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
predictive-maintenance-using-machine-learning
Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker
itunes_app_review_scraper
Python 3 utility to scrape app reviews from iTunes store
ML-Precision-Agriculture-Web-App
This web application uses Machine Learning to recommend crop, fertilizer, pesticide and storage process based on various variables. Algorithm used is SVM for multi-classification
catalog_of_requirements_for_ai_products
The purpose of the catalog is to help data science teams to collect all the requirements to consider while building a ML model and productionizing it.
algorithmic-trading-python
The repository for freeCodeCamp's YouTube course, Algorithmic Trading in Python
Retail-Analysis-with-Walmart-Data
The aim of this project to retail analysis with Walmart data.
Spark-The-Definitive-Guide
Spark: The Definitive Guide's Code Repository
datascience_marketing
Here I'll publish all of my personal projects that relate to Data Science in Marketing
JASPbook
Source files for "Learning Statistics with JASP"
Data-Science-Projects-with-Python
A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn
LearnAnalytics-DoingMachineLearningwithAzureMLStudio
This is a public repository that contains training materials on Doing Machine Learning with Azure ML