Unit4

More about Unit4:

Unit4’s next-generation enterprise software supports our customers in delivering an exceptional People Experience to their customers – from students and professionals to the public servants and non-profits doing good in the world. Unit4 transforms work to be more meaningful and inspiring through software that’s self-driving, adaptive and intuitive, intelligently automating administrative tasks and providing easy access to the answers people need. Unit4 works with people the way people work.

For more information please visit https://www.unit4.com/thepeopleexperience, follow us on Twitter @Unit4global, or visit our LinkedIn page

 

Speakers:

Unit4 will speak about:

The Data on Employee Happiness: Predicting Engagement and Mitigating Turnover

10:40 - 11:10 Tuesday 22 September


Conference:

Speakers:

Tim Clauwaert

Samuel Molnar

Growing number of organisations is struggling with employee turnover. Identifying early signs of a drop in employee engagement is key to mitigate the turnover and increase the employee satisfaction. At Intuo we’re are building automated ways to identify these early signs and assist the managers in mitigating the turnover early on. We’ll explore our prediction model compared to baseline engagement data gathered as a part of our platform and we will touch on our reasoning behind various characteristics contributing to employee satisfaction.

 

Level: Medium.


Language of speak: Inglés

Movie Wars – Building a ML movie recommender

11:10 - 12:40 Monday 21 September


Workshop:

Speakers:

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: Medium

Required skills for participating in the workshop:

• General knowledge of C#, rest you can learn on the fly
• Minimal knowledge of Python data science libraries:
pandas
scikit-learn
matplotlib
seaborn

Technical requirements:

• Laptop (Windows or Mac)


Language of speak: Inglés

Working with AI Models

15:00 - 16:00 Monday 21 September


Workshop:

Speakers:

Ramón Izuel

Alexander Feskens

Consuming a previously trained ML model using Azure Functions (ML.NET) to get recommendations for what movie the user should watch.
The idea is to bring the participants closer to how different pieces work in a X + Serverless environment.
We’ll be going over the following topics:

– Azure Functions
– Consuming a model
Goal of the workshop is to have a website up and running that can be asked for recommendations of movies.

Level: Medium

Required skills for participating in the workshop:

• Minimal knowledge of C#

Technical requirements:

• Visual Studio 2019 (Free Community version is enough) https://visualstudio.microsoft.com/vs/
• Visual Studio Code – developing with node.js https://code.visualstudio.com/
• Laptop, preferably with windows, if not then you have to find your own solution

 

 


Language of speak: Inglés