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followers: 112.0 following: 188.0 repos: 245.0 gists: 3.0

Name: JESUS SANTANA

Type: User

Company: es Marketing Digital

Bio: πŸ‘¨β€πŸ”¬ πƒπšπ­πš π’πœπ’πžπ§π­π’π¬π­ & πƒπžπ―πžπ₯𝐨𝐩𝐞𝐫 πŸ‘¨β€πŸ’» <𝘼π™₯π™₯𝙨, π™Žπ™€π™˜π™žπ™–π™‘π™Žπ™šπ™‘π™‘π™žπ™£π™œ, π˜Ώπ™–π™©π™–π™Žπ™˜π™žπ™šπ™£π™˜π™š/>

Twitter: esMktDigital

Location: Barcelona

Blog: esmarketingdigital.com

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πŸ™‹β€β™‚οΈ About

jesussantana

Hi there I'm Jesus Santana

πŸš€ Big Data Engineer at Capgemini

πŸ‘¨β€πŸ”¬ Graduate at IT Academy'21 Data Science BootCamp.

πŸ‘¨β€πŸ’» Graduate at Ironhack'20 Web Development BootCamp.

  • βœ… Passionate about Technology and Programming, since I discovered the code with a Sinclair ZX81.
  • βœ… Data Scientist & Developer, with extensive experience in Management..
  • βœ… I help companies make the best strategic and operational decisions through data analysis and predictive models.

🧰 Tech

Pandas NumPy


πŸ› οΈ Tools


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JESUS SANTANA's Projects

mljar-supervised icon mljar-supervised

Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:

nannyml icon nannyml

Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.

pelt-studio icon pelt-studio

Python ELT Studio, an application for building ELT (and ETL) data flows.

plotly.js icon plotly.js

Open-source JavaScript charting library behind Plotly and Dash

plotly.py icon plotly.py

The interactive graphing library for Python (includes Plotly Express) :sparkles:

polars icon polars

Fast multi-threaded DataFrame library in Rust | Python | Node.js

predict-card-fraud icon predict-card-fraud

Create a predictive algorithm (Machine Learning, NOT ANN) to predict if a transaction is fraud (class 1) or not (class 2).

predict-cardano-price icon predict-cardano-price

Create a predictive algorithm (Machine Learning or Deep Learning) to predict the correct time to buy cardano and the correct time to sell. Once the predictive algorithm is done, it has to be used with the testing predictors dataset.

predict-client-subscribtions icon predict-client-subscribtions

Create a predictive algorithm (Machine Learning, NOT ANN) to predict if a client will subscribe to a term deposit (variable y).

predict-particles-velocity icon predict-particles-velocity

Create a predictive Machine Learning (not ANN) algorithm to predict the relative velocity of the particles. The aim is to find the algorithm that minimizes the mean squared error (MSE).

prettymaps icon prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

probabilidad icon probabilidad

Probabilidad y variables aleatorias para ML con R y Python con los Drs R.Alberich y A.Mir

project-tradexc icon project-tradexc

Ironhack project at end of module 2 of Barcelona Full Stack Web Development Part Time March 2020

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