PinnedFelipe FernandezBuilding a YouTube data analysis Telegram Bot powered by Kafka and ksqlDBHave you ever wanted to analyze YouTube data in real-time and receive notifications directly on your phone? This article dives into…Mar 8Mar 8
PinnedFelipe FernandezinLatinXinAIMachine learning model deployment with FastAPI, Streamlit and Docker composeIn this article, I aim to guide you through the process of building a web application using FastAPI and Streamlit, and deploying it…Jan 10Jan 10
PinnedFelipe FernandezETL project using Docker, PostgreSQL, Airflow and Azure storage: Football data from fbrefIn this article, we will explore how Docker, PostgreSQL, Apache Airflow, and Azure Storage can be combined to create a robust and scalable…Feb 16Feb 16
PinnedFelipe FernandezinDevOps.devMLOps project-Part 1: Mlflow, Dagshub, Prophet, DVC, Hydra, FastAPI.In Part 1, we’ll be diving into an exploration of five must-know tools: MLflow, Dagshub, Prophet, DVC, and FastAPI. These tools cover a…Feb 8Feb 8
Felipe FernandezVector Search- movie recommendation using MongoDB and HuggingFaceLeveraging the power of Vector Search in MongoDB and the advanced Natural Language Processing (NLP) capabilities of HuggingFace. We’ll…May 23May 23
Felipe FernandezGetting started with dbt: My learning process with the dbt Fundamentals courseWhat is dbt?Apr 271Apr 271
Felipe FernandezData Engineering Project: Youtube API — dlt — BigQuery — Looker and GitHub actions for automationIn today’s data-driven world, keeping data pipelines efficient and automated is crucial. This blog post dives into my project building a…Apr 24Apr 24
Felipe FernandezApache Kafka 101This is what I learned in the course “Apache Kafka 101” by ConfluentApr 9Apr 9
Felipe FernandezUnderstanding the Basics of Apache Spark in DatabricksApache Spark is a powerful open-source data processing engine that enables efficient and scalable data analytics. In this article, we will…Mar 5Mar 5
Felipe FernandezProject: Processing Streaming Data with Google Cloud Pub/sub and DataflowThis project provides a hands-on exploration of using Pub/Sub and Dataflow for streaming data processing, based on Chapter 6 of the “Data…Feb 26Feb 26