Disciplina 5500004 Fundamentos em Ciências de Dados

Demo of Databricks Lakeflow Jobs Automation with StackQL and Databricks Asset Bundles

Code snippets used in demos recorded for the blog.

👔 A collection of cv and resume templates written in LaTeX. Leave an issue if your language is not supported!

Documentation

It is said that, Ilya Sutskever gave John Carmack this reading list of ~ 30 research papers on deep learning.

Automatic registry design-pattern library for mapping string names to code functionality.

Katacoda Interactive Scenarios - https://www.katacoda.com/spierre91

Machine Learning and Agentic AI Resources, Practice and Research

Delta Lake Documentation

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.

Detailed python notes & code for lectures and exercises of Andrej Karpathy's course "Neural Networks: Zero to Hero." The course is focused on building neural networks from scratch.

A curated list of open finance and open banking resources

Python training for business analysts and traders

A curated list of awesome things related to learning Zero-Knowledge Proofs (ZKP).

Azure Monitoring examples

Use Azure Monitor to track your Spark jobs in Azure Databricks

Azure Data Factory Data Flow Documentation

Data Pipeline based on Medallion Architecture using Azure Data Factory, Databricks and DBT.

ETL Pipeline using ADF, Delta Lake, Databricks, Spark, Data Governance (UnityCatalog).

A native Delta implementation for integration with any query engine

Building an Azure Data Lake for Bike Share Data Analytics

An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

Apache Spark - A unified analytics engine for large-scale data processing