Richard's Projects
Tutorial - Build a Dapp in 20 Minutes
a Python application that retrieves and visualizes air quality data from the Astra database or a local CSV file
The repository for freeCodeCamp's YouTube course, Algorithmic Trading in Python
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Predictive Maintenance for Vehicle Fleets
Machine Learning University: Accelerated Natural Language Processing Class
Azure Databricks Cookbook, Published by Packt
Supporting resources for "Learn Azure in a Month of Lunches - 2nd edition" (Manning Publications)
Building Machine Learning Projects with TensorFlow by Packt
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.
Inference code for CodeLlama models
Conversational AI with RASA, published by Packt
Deep Learning for Coders, 2020, the website
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Hands on lab and projects from Data Talks Data Engineering ZoomCamp
A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn
Here I'll publish all of my personal projects that relate to Data Science in Marketing
Repository for data science book
Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template
Samples and data for Microsoft Fabric Learn content
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
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.
Go Machine Learning Projects, published by Packt
Course Material for in28minutes courses on Java, Spring Boot, DevOps, AWS, Google Cloud, and Azure.
Notebooks and code for the book "Introduction to Machine Learning with Python"
Python 3 utility to scrape app reviews from iTunes store
Source files for "Learning Statistics with JASP"
Learning Lab 59: Customer Lifetime Value Python
AWS Big Data