pronoob's starred repositories
streamlit-fastapi-model-serving
Simple web app example serving a PyTorch model using streamlit and FastAPI
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
MFF-pytorch
Motion Fused Frames implementation in PyTorch, codes and pretrained models.
Fast-Learning-Hand-Gesture-Recognition
Few Shot Learning Models for Hand Gesture Recognition
-Target-Brazil-Ecommerce-Data-Analysis-using-SQL
SQL analysis of 100K Target Brazil online orders from 2016-2018 performed in Google BigQuery.
SparkStream-Kafka-Meetup
Spark Streaming of RSVPs & Events from meetup.com API using Kafka meetup.com provides a streaming data of RSVPs/Events in JSON Format.
Real-Time-Weather-Data-Pipeline
🌤️🌧️A Real-time Weather Data ETL Pipeline using Weather API, Apache Kafka for ingestion, Spark Streaming for Real time Processing and Cassandra for loading
streaming-dashboard-meetup-events
Interactive dashboard developed using Meetup API, Apache Kafka, Spark Streaming, Cassandra and Dash by Plotly to visualize Meetup events statistics in real-time.
realtime-trending-coin-volumes-binance
Statistics of coin’s volume in real time on Binance in the last 1 hour. Use Kafka to get data from Binance API, then Spark Streaming reads data stream.
GCP_Streaming-Crypto-ETL
This project involves creating a pipeline for real-time cryptocurrency data using modern technologies. The pipeline fetches data from Kucoin API, processes it using kafka and Spark Streaming on a DataProc cluster, and stores it in BigQuery. Apache Airflow orchestrates the process, while Terraform manages the infrastructure.
spotify-stream-analytics
Generate synthetic Spotify music stream dataset to create dashboards. Spotify API generates fake event data emitted to Kafka. Spark consumes and processes Kafka data, saving it to the Datalake. Airflow orchestrates the pipeline. dbt moves data to Snowflake, transforms it, and creates dashboards.
userapi-data-pipeline
A Data Engineering project that fetch data from an publlic API and then stream it using Kafka and Spark.
realtime_coins_stream
Have used kafka and spark structured streaming in this project to achieve realtime streaming of crypto tokens.
RealTime-StockStream
RealTime StockStream is a streamlined, simulation system for processing live stock market data. It uses Apache Kafka for data input, Apache Spark for data handling, and Apache Cassandra for data storage, making it a powerful yet easy-to-use tool for financial data analysis
awesome-public-real-time-datasets
A list of publicly available datasets with real-time data maintained by the team at bytewax.io
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
devops-smart-car
Continuous Testing, Continuous Integration & Continuous Delivery (Deployment) (CI/CD) of an Smart Car REST API developed using Flask
project-based-learning
Curated list of project-based tutorials
kubernetes-projects
Practical real-world hands-on projects to practice and learn Kubernetes implementations
blogs_presentations
a container for blogs and presentations materials
best-resume-ever
:necktie: :briefcase: Build fast :rocket: and easy multiple beautiful resumes and create your best CV ever! Made with Vue and LESS.
system-design
Learn how to design systems at scale and prepare for system design interviews
NSFW-Classifier
An AWS Sagemaker Model developed for Nudity / NSFW Images Classification. This Model was developed during my Machine Learning Engineer Nanodegree.
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
data-engineering-zoomcamp
Free Data Engineering course!
leetcode-sql
Leetcode SQL Solutions