Daniel Voigt Godoy

dl-visuals. Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.

PyTorchStepByStep. Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

FineTuningLLMs. Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

deepreplay. Deep Replay - Generate visualizations as in my "Hyper-parameters in Action!" series!

handyspark. HandySpark - bringing pandas-like capabilities to Spark dataframes

ML_Fundamentals. Fundamentals of Machine Learning Course at DSR

LLM-visuals. Over 60 figures and diagrams of LLMs, quantization, low-rank adapters (LoRA), and chat templates FREE TO USE in your blog posts, slides, presentations, or papers.

YelpDatasetChallenge. Restaurant recommendations and review text-based quality predictions

GANs101_ODSC_GenerativeAI_2023. Generative Adversarial Networks 101 Tutorial for ODSC Generative AI Summit 2023

PyTorch101_ODSC_Europe2020. Beginner workshop on PyTorch - ODSC Europe 2020

DSR-Spark-AppliedML. DSR Class - Applied Machine Learning with Apache Spark

DiffusionModels101_ODSC_Europe2023. Jupyter Notebook

PyTorch101_ODSC_Europe2021. Beginner workshop on PyTorch - ODSC Europe 2021

AnalyticsVidhya_DataHour_PyTorch. Jupyter Notebook

FineTuningLLMs101_ODSC_Europe2024. Jupyter Notebook

AccompanyingNotebooks. Accompanying Notebooks for my Blog Posts

PyTorch101_ODSC_Europe2022. Beginner workshop on PyTorch - ODSC Europe 2022

PyTorch101_AI_Plus. Jupyter Notebook

DSR-Spark-Class. DSR Spark Class

GANsNRoses_Geekle_DS_Summit22. GANs N' Roses: Understanding Generative Models

GANsNRoses_ODSC_Europe2022. GANs N' Roses: Understanding Generative Models

PyTorch101_ODSC_London2019. Beginner workshop on PyTorch - ODSC London 2019 - Nov 20th

DSR-Intro-Spark. Introduction to Apache Spark

WordPredictor. Swiftkey's Word Predictor - Data Science Capstone Project

spark-benford-analysis. Benford Analysis for Spark package.

FundamentalsPyTorch_IndabaX_SouthAfrica. Jupyter Notebook

PracticalMachineLearning. Pratical Machine Learning Project

PyTorch101_PyGeekle22. Beginner workshop on PyTorch - PyGeekle22

assets. Assets for Courses

ExploratoryRegression. Course Project - Developing Data Products

heatingplanet. Visualizing Global Warming

BitcoinWallet. HTML

play-benford-analysis. Benford Analysis Play application - provides a RESTful API to the Benford Analysis for Spark package.