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Development Technology

Apache Spark for Cyber Security in an Enterprise Company -Josef Niedermeier (Hewlett Packard)

In order to understand and react to their security situation, many cybersecurity operations use Security information and event management (SIEM) software nowadays. Using a traditional SIEM in a large company such as HP Enterprise is a challenge due to the increasing volume and rate of data. We present the solution used to reduce data volume […]

Development Technology

Intro to Computer Vision: Building Object Detection Models and Datasets | Plainsight AI Nov-30-2021

This is a recording of the Plainsight AI live computer vision workshop on November 30th 2021 In this workshop we cover: 00:00​ Intro, computer vision applications & concepts 49:30 How to label your own dataset for object detection & instance segmentation 01:21:49 How to train your model using python & Detectron2 (A PyTorch based modular […]

Development Technology

Feature selection in machine learning | Full course

Full source code on GitHub: https://github.com/marcopeix/youtube_tutorials/blob/main/YT_01_feature_selection.ipynb Introduction – 0:00 Initial code setup – 2:19 Variance threshold – 11:04 Variance threshold (code) – 13:02 Filter method – 19:39 Filter method (code) – 21:27 RFE – 29:08 RFE (code) – 30:42 Boruta – 37:12 Boruta (code) – 41:21 Thank you – 46:35 A full course on feature […]