Machine Learning Archives - Open Data Science - Your News Source for AI, Machine Learning & more

Responsible AI: Interpret-Text

Machine Learning Modeling NLP/Text Analytics Microsoftposted by ODSC Community June 2, 2020

Artificial intelligence (AI) systems have a growing impact on people’s lives on an every-day-level, thus it is fundamental to protect people, understand models, and control ai systems. While machine learning (ML) services are constantly developing, Microsoft emphasizes the ethical principles that put people first, meaning that employees are working to ensure... Read more

How You Can Use Federated Learning for Security & Privacy

Machine Learning Modeling Federated Learningposted by Daniel Gutierrez, ODSC May 25, 2020

We’re seeing an increased focus and effort by consumers and policymakers toward enhancing privacy related to the collection and usage of data. In 2018, the General Data Protection Regulation (GDPR) took effect in Europe and affected enterprises doing business in the European Union. GDPR requires enterprises to be more... Read more

Announcing ONNX Runtime Now Available for NodeJS

Machine Learning Modeling ONNXposted by ODSC Community May 22, 2020

There are tons of options in the Machine Learning world. You may have noticed a large number of frameworks, libraries, and formats that are floating around. Machine Learning is one of the most “hot” topics of the decade, and the tooling built as we are riding this train. The... Read more

Top Data Engineering Talks from ODSC East 2020

Machine Learning Modeling East 2020posted by ODSC Team May 19, 2020

It’s one thing to build a Machine Learning model, it’s another thing to effectively deploy it in your business. To navigate the challenges of moving Machine Learning models through production and deployment, it’s essential to have a strong understanding of MLOps and Data Engineering. It’s perhaps unsurprising, then, that... Read more

Free Download: The ODSC Introduction to Machine Learning

Machine Learning Modelingposted by Alex Landa, ODSC May 19, 2020

Machine learning is arguably the most popular starting point for anyone looking to get into data science, and where many organizations start to implement AI into their practice. With AI becoming commonplace in much of the world, even the term “machine learning” itself is starting to become common knowledge.... Read more

AI-Driven Methods for Detecting and Preventing Online Fraud

Business + Management Machine Learning Modeling NLP/Text Analytics Fraudposted by ODSC Community May 15, 2020

Today’s fraudsters leverage increasingly sophisticated techniques to infiltrate networks and cause harm. From distributed DNS attacks to fake accounts, account takeovers, credential stuffing, and card cracking, their methods are varied and hard to detect — let alone preventing online fraud. Fraud can have a tremendous financial impact on an... Read more

10 Python Image Manipulation Tools

Machine Learning Modeling image manipulation Pythonposted by Parul Pandey May 8, 2020

Our world today is full of data and images form a significant part of this data. However, to be put to any use, these images need to be processed. Image processing is thus the process of analyzing and manipulating a digital image, primarily aimed at improving its quality or... Read more

Getting more Value from the Pandas’ value_counts()

Machine Learning Modeling Pandasposted by Parul Pandey May 6, 2020

Data exploration is an important aspect of the machine learning pipeline. Before we decide which model to train and how many to train, we must have an idea of what our data contains. The Pandas library is equipped with a number of useful functions for this very purpose and value_counts is... Read more

Unsupervised Learning with k-means Clustering With Large Datasets

Machine Learning Modeling k-meansposted by ODSC Community April 30, 2020

When facing difficult problems with datasets, choosing the right model for the task often proves to be the most difficult task in ML. When we are given an unfamiliar set of features to represent, it can be a somewhat puzzling prospect. Then we have to get our hands dirty... Read more

A Deep Dive into H2O’s AutoML

Machine Learning Modeling AutoMLposted by Parul Pandey April 27, 2020

The demand for machine learning systems has soared over the past few years. This is majorly due to the success of Machine Learning techniques in a wide range of applications. AutoML is fundamentally changing the face of ML-based solutions today by enabling people from diverse backgrounds to use machine... Read more