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Mate & Programming
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Mate & Programming
24 followers · 2 following

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Achievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Galaxy Brainx2Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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Andresmup/README.md

Hi I'm Andrés

📢​ Personal info

  • 🔭 I'm a Cloud Data Engineer and Data Scientist with Analytics Focus
  • 🎓 I also work as an Ed tech educator
  • 🔍 I'm currently learning about cloud-based data tools.
  • 👯 I'm looking to collaborate on educational projects.
  • 💬 Ask me about any questions regarding my repositories.

🌐​ Contact me

✔️ Certifications badgets

🔥 Skillset

  • Python Pytorch Spark Bash
  • AWS GCP Snowflake Databrics
  • Terraform PostgreSQL MySQL
  • Lambda MageAI Airflow
  • Docker DBT Kafka
  • BigQuery PowerBI Looker
  • GIT Github

👨🏽‍💻 Github profile

  • I joined GitHub 3 years ago
  • I've pushed 893 commits, opened 17 issues, submitted 79 pull requests and contribute to 6 repositories.
  • I've received 62 stars across 47 personal projects and 4 gists
  • visitors

💻​ PORTFOLIO-repos

AWS Data Oriented Migration Plan

Full migrating project to AWS cloud to enhance data utilization. Implementing Data Lake, data processing pipeline, Data Warehouse more.

AWS Kinesis Pipeline RestAPI

Terraform IaC for AWS pipeline using Kinesis to ingest data through a REST API, sending the data into DynamoDB using Lambda and into S3 in Parquet files using Athena with Glue.

AWS Data Batch in Fargate + CI/CD

AWS Batch data processing showcase using Docker on ECS Fargate with GitHub Actions CI/CD

AWS Geolocation Data Ingestion

AWS Architecture used to ingest geolocation data for data analysis and ML

AWS Lambda S3 objects to ALB

AWS Lambda function deployed with Docker, which detects objects created in an S3 and sends them to a Load Balancer

ML with SQL in BigQuery

Create a super easy ARIMA-PLUS-XREG model using SQL, explaining the queries step by step, developed in BigQuery.

👨‍🏫​ EDTech-repos

Github Fundations Full Study Guide

Full GitHub study guide with notes, tips, and necessary material to pass the GitHub Foundations certification.

Entry level Data Analysis

Practical resources, activities, tips, guides, exercises, code, solved examples for the Beginner's Course in Data Analysis.

⚙️ GitHub Analytics

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  1. aws-kinesis-data-ingestion-restapi aws-kinesis-data-ingestion-restapi Public

    AWS KINESIS DATA INGESTION THROUGH RESTAPI TO DYNAMODB + ATHENA S3 DATA QUERY

    HCL

  2. aws-batch-fargate aws-batch-fargate Public

    AWS Batch data processing showcase using Docker on ECS Fargate with GitHub Actions CI/CD!

    Python

  3. Lambda_Function_Container-AutoUpdate_Actions Lambda_Function_Container-AutoUpdate_Actions Public

    Repository for Lambda code, dependencies, and Docker container creation, including packages (images). GitHub Actions is set up to automatically upload these packages whenever changes are made.

    Python

  4. A demonstration of how to use only ... A demonstration of how to use only SQL in BigQuery to create a model, in this case, implementing a time series forecasting. The execution of this code was done in Google Cloud's BigQuery Studio.
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    # BIG QUERY TIME SERIES FORECASTING W/ ARIMA-PLUS-XREG
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    ---
    3 
    ## ✔️ INTRODUCCIÓN
    4 
    🔥 Bienvenido a mi Gist donde muestro como modelar un **TIME SERIES FORECASTING**  con **ARIMA PLUS XREG** en **BIG QUERY**
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PyTorch_Arquitecture_Comparison
PyTorch_Arquitecture_Comparison          Public
        
    
      
    


      
    
        Pytorch project for ResNet and EfficientNet comparison
      
    

      
    
          
  
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ML_Forecast_Regression_for_User_Prediction
ML_Forecast_Regression_for_User_Prediction          Public
        
    
      
    


      
    
        Python ML project for predict number of users using Forecast Regression
      
    

      
    
          
  
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