In this project, not only do we predict NBA results, but we also come up human readable explanation of the predicted result. In the talk, we will talk about our prediction model, how to use SHAP to explain the prediction and walk through the implementation of our final approach.
Conference Hall 5
List of Events
Here is a list of event, includes speaker session and other intermediate slots (e.g. lunch):
R is my favourite language for doing exploratory data analysis. In this talk, I will discuss the use of tidyverse to explore the data. Although, I have mostly used Python to build machine learning models, the ease of use of packages like dplyr and ggplot2 in R allows me to explore the data at high speed and therefore R remains my favourite for exploratory data analysis.
An overview of the major version update from Haxe 3 to Haxe 4: New function syntaxes, null-safey, unicode, final keyword, interpreter rewrite (eval), HashLink VM, call-site inlining, inline markup… and more!
Using Haxe as a replacement for PHP language on PHP server. Benefits, flaws, implementation details. Interoperation between Haxe and PHP. Code sharing between client and server.
There are 8 categories in securing Database - starting with general risks
and concluding with Enterprise features.
- Anonymous account and `test` database
- Account and Privileges
- Secure Connection and anti-Brute force attach
- Monitoring system variables
- Enterprise level security configuration
Does your database need to 99.999% high availability? Is it possible to linearly scale database capacity and throughput to accommodating the surge number of user?
Does your database need to reply queries in microseconds consistently event it is in peak time?
MySQL powers many of the world’s largest and fastest-growing organizations.
In this session, you will get more practical, safe and efficient ways to optimize the MySQL database performance; gain tips and tricks and best practices to optimally architect the MySQL database; find bottlenecks and learn how to properly configure the database appropriately for your efficient database.
We love open source but in our work we also have to get open source products to work nicely in with Microsoft Windows. This talk will explore options for integrating MySQL Authentication with a Windows Domain.