Pinned Repositories
airflow_hive_spark_sqoop
A docker using the airflow with Hadoop ecosystem (hive, spark, and sqoop)
Analyze-International-Debt-Statistics
Analyzing international debt data collected by The World Bank with SQL
ETL-Chicago-Cafe-Permits
This ETL (Extract, Transform, Load) project employs several Python libraries, including Airflow, Soda, Polars, YData Profiling, DuckDB, Requests, Loguru, and Google Cloud to streamline the extraction, transformation, and loading of CSV datasets from the U.S. government's data repository at https://catalog.data.gov.
Fine-Tuning-Pretrained-Image-Classification-Model-with-AWS-SageMaker-and-TensorFlow
Use AWS SageMaker to finetune a pretrained model that can perform image classification
generativeai-questions-and-answers-app
Question and Answer application using AWS Bedrock, AWS ECS, Langchain, Qdrant, and FastAPI
machine-failure-prediction
Predicting machine failure
Operationalizing-an-AWS-ML-Project
This project SageMaker features to adjust, improve, configure, and prepare a image classification model for production-grade deployment.
Topic-Modeling-Reclame-Aqui
Comparison of Topic Modeling Approaches on Complaints Related to the E-Commerce Industry
mathewsrc's Repositories
mathewsrc/generativeai-questions-and-answers-app
Question and Answer application using AWS Bedrock, AWS ECS, Langchain, Qdrant, and FastAPI
mathewsrc/ETL-Chicago-Cafe-Permits
This ETL (Extract, Transform, Load) project employs several Python libraries, including Airflow, Soda, Polars, YData Profiling, DuckDB, Requests, Loguru, and Google Cloud to streamline the extraction, transformation, and loading of CSV datasets from the U.S. government's data repository at https://catalog.data.gov.
mathewsrc/Operationalizing-an-AWS-ML-Project
This project SageMaker features to adjust, improve, configure, and prepare a image classification model for production-grade deployment.
mathewsrc/machine-failure-prediction
Predicting machine failure
mathewsrc/Fine-Tuning-Pretrained-Image-Classification-Model-with-AWS-SageMaker-and-TensorFlow
Use AWS SageMaker to finetune a pretrained model that can perform image classification
mathewsrc/Topic-Modeling-Reclame-Aqui
Comparison of Topic Modeling Approaches on Complaints Related to the E-Commerce Industry
mathewsrc/Analyze-International-Debt-Statistics
Analyzing international debt data collected by The World Bank with SQL
mathewsrc/AWS-Machine-Learning-Engineer-Capstone
This project aims to train three classification models (LogisticRegression, DecisionTree and RandomForest) using AWS SageMaker to classify customer churn from a database obtained from kaggle.com.
mathewsrc/azure-container-app-with-hugging-face
Create an Azure Container Application with Hugging Face to generate text
mathewsrc/AWS-Glue-jobs-with-interactive-sessions
AWS Glue jobs with interactive sessions demo
mathewsrc/Building-ETL-Pipelines-with-Python
Building ETL Pipelines with Python
mathewsrc/Data-Science-with-Databricks-for-Data-Analysts
Practical activities
mathewsrc/Dio-Bank-System
Creating a Bank system with Python
mathewsrc/dio-lab-open-source
Repositório do lab Contribuindo em um Projeto Open Source no GitHub da Digital Innovation One.
mathewsrc/docker-iris
This is a simple iris flower classification model deployment project as flask app on Docker or Kubernetes.
mathewsrc/github-actions-certification
Self-practical demos with GitHub Action to get approved in GitHub Actions Certification
mathewsrc/logica_para_provas
Repósitorio para estudo de lógica
mathewsrc/machine-learning-monitoring-with-evidently
ML Monitoring with EvidentlyAI
mathewsrc/matheus-ribeiro-cerqueira
Repositório para desafio do Itaú
mathewsrc/mathewsrc
mathewsrc/mlops-template
Template for Serveless Machine Learning Operations Projects
mathewsrc/mlops-template-base
MLOps template
mathewsrc/mlops-with-aws-datascientists
Udemy course
mathewsrc/Natural-Language-Processing-in-Python
Some small Natural Language Processing projects with Python
mathewsrc/Predict-Bike-Sharing-Demand-with-AutoGluon
This project aims to predict bike sharing demand with AutoGluon
mathewsrc/predictive-modeling-for-agriculture
Train a Logistic Regression model to pick the most important features that could help predict the crop accurately
mathewsrc/python-cli-tool-with-docker-and-kubernetes
Simple Python CLI app with Docker and Kubernetes
mathewsrc/rust-template
Rust template
mathewsrc/sentiment_emoji_wordcloud
Generate a emoji masked wordcloud from text
mathewsrc/SQL-Project-When-Was-the-Golden-Age-of-Video-Games-
Analyzing video game critic and user scores, and sales data for the top 400 video games released since 1977