Applied Machine Learning

Tuesday, October 26, 2021

- PDT
PRO WORKSHOP (AI): 1 Hour of ML.NET: Not the Same Live Coding Session
Join on Hopin
Marco Zamana
Marco Zamana
4wardPRO, Head of Software Development

An hour where we will develop together a machine learning model with ML.NET. We will discover its potential thanks to live coding.

Wednesday, October 27, 2021

- PDT
PRO TALK (AI): Developing Spidey Senses : Anomaly Detection for Javascript Apps
Join on Hopin
Ron Dagdag
Ron Dagdag
Spacee, Lead Software Engineer

Anomaly detection is the process of identifying unexpected items or events in data sets. It’s about detecting the deviation from expected pattern of a dataset. It’s like having “spidey senses” for your apps that can detect when there’s danger or something is not right. Attend this session and learn about using anomaly detection in javascript and Cognitive Services API, become a superhero and save the day.

- PDT
OPEN TALK (AI): The Hidden Side of AI
Join on Hopin
Apoorva Dornadula
Apoorva Dornadula
Smartly.io, Head of Engineering, Viralspace

From search engine results to social media feeds, the applications powered by AI are ubiquitous in our day to day lives. However, there are many dangers of using AI, from amplifying historical biases to making decisions that we cannot interpret. With the rise of AI-based solutions, the need for us to understand the motivation behind these black-box models is imperative. In this session, we explore real scenarios that show the perils of using AI in the wild and understand why simply optimizing for accuracy or performance is not enough. Learn how these risks can be addressed through the use of various techniques throughout the model development and deployment process.