Mon.Sep 07, 2020

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How to Master the Popular DBSCAN Clustering Algorithm for Machine Learning

Analytics Vidhya

Overview DBSCAN clustering is an underrated yet super useful clustering algorithm for unsupervised learning problems Learn how DBSCAN clustering works, why you should learn. The post How to Master the Popular DBSCAN Clustering Algorithm for Machine Learning appeared first on Analytics Vidhya.

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The Most Complete Guide to PyTorch for Data Scientists

MLWhiz

PyTorch has sort of became one of the de facto standards for creating Neural Networks now, and I love its interface. Yet, it is somehow a little difficult for beginners to get a hold of. I remember picking PyTorch up only after some extensive experimentation a couple of years back. To tell you the truth, it took me a lot of time to pick it up but am I glad that I moved from Keras to PyTorch.

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How to Treat Overfitting in Convolutional Neural Networks

Analytics Vidhya

Introduction Overfitting or high variance in machine learning models occurs when the accuracy of your training dataset, the dataset used to “teach” the model, The post How to Treat Overfitting in Convolutional Neural Networks appeared first on Analytics Vidhya.

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How Teradata Vantage with Native Object Store Decreases Costs, Increases Business Value

Teradata

The latest release of Teradata Vantage with Native Object Store enables companies to not only drive down costs by leveraging object store technologies, but also improve manageability and drive business insights with the power of Vantage.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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New Data and Analytics Special Report: The State of D&A Organizations and Roles Is in Flux

Andrew White

Gartner analyst Jorgen Heizenberg led a new special report focused on data and analytics that was just published: The State of D&A Organizations and Roles Is in Flux: A Gartner Trend Insight Report. D&A leaders, including chief data officers, must organize their D&A business for data-driven innovation and transformation, while still promoting consistency and scalability.

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5 Keys to Defining a Successful AI Governance Strategy

Dataiku

Today, companies are starting to realize that data governance has never really been established in a way to handle the massive shift toward democratized machine learning required in the age of AI. And that with AI comes new governance requirements. This infographic breaks down the five keys to a successful AI governance strategy.