Giter VIP home page Giter VIP logo

Pedro Cortés's Projects

airbnb-vacation-rental-market-analysis icon airbnb-vacation-rental-market-analysis

Portfolio project: Discovery project for a Real Estate company. Analysed available public AirBnb data sources to find insights that help to understand the characteristics of the vacation rental market in Madrid city and guide the valuation team’s research work, especially in terms of rental prices, occupancy levels and purchase prices.

credit-risk-scoring icon credit-risk-scoring

Portfolio project: Machine learning automation project for a lending company. Automated the calculation of fees that make each new transaction/customer profitable by predicting the expected financial loss based on probability of default, loss given default, and exposure at default risk models.

dslp icon dslp

The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process is documented in this repo.

ecommerce-optimisation icon ecommerce-optimisation

Portfolio project: Discovery project for an ecommerce in the cosmetics sector. Developed a conversion rate optimisation (CRO) plan of 10 specific initiatives organized into 5 major business levers to break the flat evolution of the company’s KPIs over the last few months and achieve an overall increase in ecommerce revenues.

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

inefficiency-detection-photovoltaic-solar-plants icon inefficiency-detection-photovoltaic-solar-plants

Portfolio project: Discovery project for a renewable energy generation company. Found the source of existing efficiency problems in two photovoltaic solar plants by analysing data from sensors and meters (irradiation, temperature, inverter efficiency, power…) in order to guide and optimize the efforts of the maintenance engineering team.

lead-scoring-and-segmentation icon lead-scoring-and-segmentation

Portfolio project: Machine learning automation project for online educational company. Lead scoring and segmentation models.

retail-sales-forecasting icon retail-sales-forecasting

Portfolio project: Machine learning automation project for a large American retailer. Reduced warehouse costs and stock-outs by developing a scalable set of recursive machine learning models that predict the demand in the next 8 days at store-product level based on the data contained in the three-year-history company’s SQL database.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.