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Packaging Python
Dealing With Python Apps The punch story with python is an old one. We implemented an elasticsearch aggregator tool in the Brad release (now deprecated), we also leveraged the elasticsearch curator application that we provide as a deployable administrative service in the Craig release. More importantly, we decided to fully support pyspark and to make Read more about Packaging Python[…]
Craig Release
Craig Release Latest News This 2019 summer was quite active, and I am happy to share lots of interesting news regarding the current and future punch releases. Before We Start Maybe you are not familiar yet with the punch. Here is a quick recap. The punch is a ready-to-go-production data analytics solution. It is built Read more about Craig Release[…]
TensorFlow/Keras PML pipeline
Tensorflow is a well-known and one of the most popular frameworks used for Deep Learning. It is an open-source library developed by Google and it is extremely useful to solve complex problems which require deep learning. It relies on making layers of data to learn, each layer identifying features from the inputs. Deeper is the Read more about TensorFlow/Keras PML pipeline[…]
The Punch at Big Data Paris 2019
Big Data Paris 2019 Workshop Tuesday 12th of March, 14H00 Machine Learning for Critical Systems Damien Fontanes, Dimitri Tombroff Abstract In real-life critical systems and applications, accessing the data to test, tune and run artificial intelligence algorithms involved several under-estimated problems. The first challenge is mainly to provide consistent tools and execution engines usable for Read more about The Punch at Big Data Paris 2019[…]
Leveraging the Elastic Common Schema
Introduction The Elastic Common Schema (ECS) is a new normalized format proposed by the Elastic community. Although still in beta status, it is already usable, concrete and more importantly promising. The ECS idea is simple: benefit from a common specification to structure the data indexed in Elasticsearch. Such a data normalization makes it simple and Read more about Leveraging the Elastic Common Schema[…]
Craig Release 5.1.2 Annoucement
The Craig punchplatform version 5.1.2 is released. This post gives an overview of the new features. New Features The Craig punchplatform 5.1.2 has a number of important new features. First off, it leverages many important component updates: Elastic 6.5.4 stack Kibana 6.5.4 Spark 2.4 Siddhi Rules 4.3.17 It also brings in a number of new Read more about Craig Release 5.1.2 Annoucement[…]
Introducing OmniSci
Before diving into leveraging OmniSci, let us quickly recap the well-known database story. Relational databases have long been the standard for storing pre-processed data. Although they cannot keep up with today’s applications requirements in terms of raw performance and volumetry, they stay by far the most popular and the most widely used databases. Their low Read more about Introducing OmniSci[…]
Meetup Machine Learning Rennes – Maritime Traffic Anomaly Detection
Replay available: Related posts: – PySpark to PML
