Fri.Jan 21, 2022

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Analysis of Zero Crossing Rates of Different Music Genre Tracks

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. In this article, we are going to analyze the Zero-crossing rates (ZCRs) of different music genre tracks. This post is inspired by Valerio Valerdo’s work. I highly encourage you to check out his Youtube channel for his outstanding work in the field of ML/DL […]. The post Analysis of Zero Crossing Rates of Different Music Genre Tracks appeared first on Analytics Vidhya.

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ThoughtSpot Enables Simpler Analytics with AI and NLP

David Menninger's Analyst Perspectives

Organizations today have huge volumes of data across various cloud and on-premises systems which keep growing by the second. To derive value from this data, organizations must query the data regularly and share insights with relevant teams and departments. Automating this process using natural language processing (NLP) and artificial intelligence and machine learning (AI/ML) enables line-of-business personnel to query the data faster, generate reports themselves without depending on IT, and make

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Develop and Deploy Image Classifier using Flask: Part 1

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Hey Guys, Hope you all are doing well. In this article, we will be learning how you can develop and deploy an image classifier using flask. Like my other articles, this article will give you hands-on experience with code and at the end of […]. The post Develop and Deploy Image Classifier using Flask: Part 1 appeared first on Analytics Vidhya.

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How to Grow as a Data Scientist in an Ever-Changing World

KDnuggets

Just like tradespeople need to grow in their skill sets, data scientists must also grow in the ever-changing world we inhabit. With that said, let’s break down how you can evolve your data science skills while progressing your career.

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The Executive Guide to Generative AI

Generative AI is taking the world by storm, but the questions that all CEOs, data leaders, and AI leaders are being asked are: What are we going to do about it, and what is our plan? The business and creative possibilities are practically limitless with generative AI. From productivity gains to finding new routes to revenue generation, generative AI is going to radically transform how we work.

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Security Reference Architecture Summary for Cloudera Data Platform

Cloudera

This blog will summarise the security architecture of a CDP Private Cloud Base cluster. The architecture reflects the four pillars of security engineering best practice, Perimeter, Data, Access and Visibility. The release of CDP Private Cloud Base has seen a number of significant enhancements to the security architecture including: Apache Ranger for security policy management.

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Why Humbling Yourself Will Improve Your Data Science Skills

KDnuggets

Your first job is always going to be frightening. You will feel anxious and nervous to speak your own opinion. I will go through a few points that I believe everybody should incorporate into their work and personal life.

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Explain NLP Models with LIME

KDnuggets

It is important to know how LIME reaches to its final outputs for explaining a prediction done for text data. In this article, I have shared that concept by enlightening the components of LIME.

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Watch the Tenth Video in Our Snowflake Tutorial Series

CDW Research Hub

Snowflake is the data cloud that boasts instant elasticity, secure data sharing, and per-second pricing across multiple clouds. Its ability to natively load and use SQL to query semi-structured and structured data within a single system simplifies your data engineering. Sirius’ Snowflake Immersion Days video series are virtual learning sessions designed to provide technical, hands-on training for data engineers and data analysts.

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US Federal Reserve Thinks about Thinking about a Digital Currency

Andrew White

In the papers today (see Fed Launches Review of Possible Central Bank Digital Currency ) there was news of a report from the Federal Reserve that suggests it is thinking about and exploring the pros and cons of a digital currency. Given the progress made with electronic currencies the world over surely it’s a matter of when , not if , with respect to a digital dollar.

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Managing AI Decision-Making Part 3: Human on the Loop

Decision Management Solutions

Continuing our series on AI management options (kicked off by the HBR article Managing AI Decision-Making Tools ), the next option is Human on the Loop (HOTL). HOTL systems are most common in situations there is a need for 100% straight through or automated processing – the decision must be automated as it needs to be delivered in a situation where the response time is too short to include a human or the channel is completely automated such as a mobile app.

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From Hadoop to Data Lakehouse

Getting off of Hadoop is a critical objective for organizations, with data executives well aware of the significant benefits of doing so. The problem is, there are few options available that minimize the risk to the business during the migration process and that’s one of the reasons why many organizations are still using Hadoop today. By migrating to the data lakehouse, you can get immediate benefits from day one using Dremio’s phased migration approach.

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Increasing Model velocity for Complex Models

Domino Data Lab

Data science is facing an overwhelming demand for CPU cycles as scientists try to work with datasets that are growing in complexity faster than Moore’s Law can keep up. Considering the need to iterate and retrain quickly, model complexity has been outpacing available compute resources and CPUs for several years, and the problem is growing quickly. The data science industry will need to embrace parallelization and GPU processing to efficiently utilize increasingly complex datasets.

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Modern Infrastructure for Better Digital Learning Experience

Nutanix

Nutanix, a leader in hybrid multicloud computing, and Citrix Systems, Inc. formed a strategic partnership to help you build a simple, secure, and performant infrastructure for a digital learning environment. From K-12 to research universities, running Citrix® Virtual Apps and Desktops on the Nutanix® Cloud Platform simplifies solutions, enhances security, and delivers excellent student and staff experience.

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