Manuel Ruiz

More about Manuel Ruiz:

Unit4 – Data Scientist

Manuel Ruiz Cárdenas is a data scientist in the Smart Automation team at Unit4.
He is graduated in Mathematics in the University of Granada, where he also began his postgraduate studies in Data Science. During these studies he had the opportunity to participate in the investigation of clustering algorithms applied to genetic data in GENYO, a Pfizer research center with location in Granada.



Unit4 will speak about:

Movie Wars – Building a ML movie recommender

11:10 – 12:40 Wednesday 11 March




– Alonso Gragera

– Manuel Ruiz

The participants of the workshop will build a movie recommendation engine using Machine Learning, covering all steps of the process from data analysis to making predictions.

Contents of the workshop:
Episode I –The Phantom Problem
Episode II –Attack of the Data
Episode III –Revenge of the Outliers
Episode IV – A New Pipeline
Episode V – The Training Strikes Back
Episode VI – Return of the Metrics
Episode VII – The Model Awakens
Episode VIII – The Last Hyper-parameter
Episode IX – The Rise of Predictions
Bonus – The Dark Side


Level: Expert


Language: English