Data Science

Data Data Science

Transferable Data Skills

This video is from DATAcated. Explore ‘data skills’ with Monica Kay Royal, Founder of Nerd Nourishment. In this insightful session, we’ll uncover the daily skills used by data professionals, learn what managers seek in entry-level candidates, and delve into crucial data security practices for analytics and machine learning. With Monica’s unique journey from auditing to […]

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Data Science Developer

How Data & Software Teams Can Collaborate to Ensure Smooth Data Integrations

This presentation was recorded at GOTO Conferences. ABSTRACT Imagine this scenario: The engineering team at your company is about to launch a new product or feature. The pressure is on the data team to deliver metrics and stats from the get-go, as everyone is keen to see how the new feature is performing. Behind the […]

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Data Science Python

Jan van der Vegt takes us on a walk through the isolation forest

This video is from PyData. Anomaly detection can help with fraud detection, predictive maintenance and cyber security cases amongst others. Next to this it can help on a meta level for other machine learning projects by detecting outliers during training or inference. One of the approaches to anomaly detection is called Isolation Forests. In this […]

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Data Science

Complete Anomaly Detection Tutorials Machine Learning And Its Types With Implementation | Krish Naik

This video is from Krish Naik. Anomaly Detection is the technique of identifying rare events or observations which can raise suspicions by being statistically different from the rest of the observations. Such “anomalous” behaviour typically translates to some kind of a problem like a credit card fraud, failing machine in a server, a cyber attack, […]

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Data Science Python

How to Uncover Anomalies in Time Series Data with Python

In this video, NeuralNine shows us how to detect anomalies in time series data using ADTK in Python. Temperature Dataset: https://datahub.io/core/global-temp

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Data Science

Introduction to Anomaly Detection for Engineers

Anomaly detection is the process of identifying events or patterns that differ from expected behavior. This is important for applications like predictive maintenance but can be hard to achieve by inspection alone. Machine learning and deep learning (AI) techniques for anomaly detection can uncover anomalies in time series or image data that would be otherwise […]

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Data Science Python

Anomaly Detection with Isolation Forest with Python

This video is from DecisionForest.

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AI Career Data Driven Data Science

Adam Ross Nelson on Getting Started in a Data Science Career

On this episode of Data Driven, Frank and Andy interview Adam Ross Nelson. Adam is a consultant, where he provides insights on data science, machine learning and data governance. He recently wrote a book to help people get started in data science careers.  Get the book How to Become a Data Scientist: A Guide for Established […]

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