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Ramses Alexander Coraspe Valdez's Projects

gpu-programming-with-python icon gpu-programming-with-python

GPU programming with Python, you can take advantage of the incredible computing power of your graphics processing unit GPU. we will work with NVIDIA’s CUDA library.

huffman-decoding icon huffman-decoding

A New Approach for Efficient Sequential Decoding of Static Huffman Codes

livyc icon livyc

Apache Spark as a Service with Apache Livy Client

machinelearning icon machinelearning

The repository contains basic experiments using machine learning algorithms with python

model-catalog-grpc icon model-catalog-grpc

A gRPC service to consume any machine learning model stored in a model catalog through a single endpoint.

move-to-front icon move-to-front

Implementation of the algorithm "Move to front" in python for data compression

multiprocessing icon multiprocessing

Improving the Performance in the Statistical Redistribution of Message Symbols using Architectural patterns for Parallel Programming

nlp-recipes icon nlp-recipes

Natural Language Processing Best Practices & Examples

optimizing-public-transportation icon optimizing-public-transportation

Streaming event pipeline around Apache Kafka and its ecosystem. Using public data from the Chicago Transit Authority we will construct an event pipeline around Kafka that allows us to simulate and display the status of train lines in real time.

pydag icon pydag

Scheduling Big Data Workloads and Data Pipelines in the Cloud with pyDag

pyspark-on-aws-emr icon pyspark-on-aws-emr

The goal of this project is to offer an AWS EMR template using Spot Fleet and On-Demand Instances that you can use quickly. Just focus on writing pyspark code.

python icon python

Software Analysis, Design and Construction with Python

python-recursion icon python-recursion

This repository shows the implementation of the most common recursive algorithms

ray-sql icon ray-sql

Distributed SQL Query Engine in Python using Ray

spark icon spark

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

sparkinternals icon sparkinternals

Notes talking about the design and implementation of Apache Spark

sparksql-with-python icon sparksql-with-python

This repository has some examples of using Spark and SparkSQL with Python through PySpark

tf-idf icon tf-idf

Term Frequency-Inverse Document Frequency from Scratch

uber-expenses-tracking icon uber-expenses-tracking

The goal of this project is to track the expenses of Uber Rides and Uber Eats through data Engineering processes using technologies such as Apache Airflow, AWS Redshift and Power BI.

wbz icon wbz

A parallel implementation of the bzip2 data compressor in python, this data compression pipeline is using algorithms like Burrows–Wheeler transform (BWT) and Move to front (MTF) to improve the Huffman compression. For now, this tool only will be focused on compressing .csv files, and other files on tabular format.

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