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Getting Started with MLOps

Getting Started with MLOps

MLOps is a hot topic among the data science world at present, but adopting this philosophy can be an intimidating task. There is an…
Go to the profile of Angus White
Angus White
Bayesian Networks: Combining Machine Learning and Expert Knowledge into Explainable AI

Bayesian Networks: Combining Machine Learning and Expert Knowledge ...

Modern machine learning models often result in hard to explain black box situations: the inputs are known, but the path to the output and…
Go to the profile of Markus Dollmann
Markus Dollmann
Data Science in Business

Data Science in Business

Concept Drift
Go to the profile of Eike Germann
Eike Germann
Detecting Cars and License Plates in Images Using Deep Learning

Detecting Cars and License Plates in Images Using Deep Learning

With deep learning, it is very easy to classify images (”Does it contain a dog, or a cat?”, “Is it a green, or red car?”). Yet, this is…
Go to the profile of Markus Dollmann
Markus Dollmann
Data Science in Business

Data Science in Business

Precision and Recall — a hypothetical case study of metrics and decision making.
Go to the profile of Eike Germann
Eike Germann
Modelling Rare Events

Modelling Rare Events

Teaching your machine to find the needle in the haystack
Go to the profile of Eike Germann
Eike Germann
Why your models might not work after Covid-19

Why your models might not work after Covid-19

An introduction to concept and data drift.
Go to the profile of Patrick Robotham
Patrick Robotham
What I Learned at the Tensorflow Dev Summit 2020 — Part 1

What I Learned at the Tensorflow Dev Summit 2020 — Part 1

Spotting weeds with Tensorflow Datasets
Go to the profile of Patrick Robotham
Patrick Robotham
A tour of awesome features of spaCy (part 2/2)

A tour of awesome features of spaCy (part 2/2)

In the first part of this overview of spaCy we went over the features of the large English pretrained model that spaCy comes with. In this…
Go to the profile of Nuszk
Nuszk
A tour of awesome features of spaCy (part 1/2)

A tour of awesome features of spaCy (part 1/2)

A few weeks ago I started working on a text summarisation project and I needed a Natural Language Processing library with comprehensive…
Go to the profile of Nuszk
Nuszk
Utility meter reading on mobile devices

Utility meter reading on mobile devices

Australia is a vast country. From the sprawling metropolis with the highest living standard on the planet to the isolated rural settlement…
Go to the profile of Eike Germann
Eike Germann
Sports Predictions with Tensorflow

Sports Predictions with Tensorflow

Customer Background
Go to the profile of Fiona Milne
Fiona Milne
TFDevSummit2019: Top 5 TensorFlow Announcements

TFDevSummit2019: Top 5 TensorFlow Announcements

Learnings from Google’s TensorFlow Conference
Go to the profile of Ray Yamamoto Hilton
Ray Yamamoto Hilton
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