Thu.Jul 28, 2022

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What is Text Classification?

KDnuggets

We will define text classification, how it works, some of its most known algorithms, and provide data sets that might help start your text classification journey.

IT 108
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Predict your Portfolio’s Stock Price Action using Facebook’s Prophet!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Have you ever tried predicting your favorite stock’s price action? A stock’s price action varies with the company’s fundamentals and technicals. Sentiments drive this action as well. But, can a person without the knowledge of technicals and fundamentals predict the price action?

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IT leaders get creative to fill data science gaps

CIO Business Intelligence

For the past few years, IT leaders at a US financial services company have been struggling to hire data scientists to harness the increasing flood of incoming data that, if used properly, could improve customer experience and drive new products. To deal with this hiring problem, they’ve had to get creative. They’re not just offering remote work and flexible hours.

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K-nearest Neighbors in Scikit-learn

KDnuggets

Learn about the k-nearest neighbours algorithm, one of the most prominent workhorse machine learning algorithms there is, and how to implement it using Scikit-learn in Python.

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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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IT Vortex: The Effort to Achieve Net Zero Carbon Emissions is Far More Than a Business Goal

CIO Business Intelligence

“As the father of four children, my thoughts naturally gravitate beyond my own lifetime. My family and I love the outdoors and it’s important to me that my kids and subsequent generations have the same opportunities to appreciate its beauty and the rich experiences it offers. But that depends on our ability and commitment to take care of it properly.” — Lou Corriero, Vice President of Cloud Technologies at IT Vortex.

IT 88
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How do I do that in Python?

KDnuggets

This book from Manning is full of techniques and best practices for writing readable and maintainable Python code, with careful cross-referencing that reveals how the same concept can be used in different contexts.

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90% of Today’s Code is Written to Prevent Failure, and That’s a Problem

KDnuggets

Trying to anticipate and defend against these failures is the constant uphill battle that today’s engineers are up against. But it doesn’t have to be.

IT 108
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Top 5 Favorite Moments From Everyday AI Bengaluru

Dataiku

Following its stops in London and New York , the Everyday AI conference by Dataiku landed in Bengaluru on July 12, 2022. Over 400 data leaders and practitioners came together in person for the event, with an additional 850 tuning in via live stream (more on that later). Participants were given the opportunity to create new connections, take part in engaging sessions, and shine a spotlight on the Everyday AI revolution emerging in India.

IT 65
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Be prepared to manage the threat with an MS in Cybersecurity from Bay Path University

KDnuggets

Bay Path’s Master’s in Cybersecurity prepares students to step into the workforce and assume immediate responsibility for the management and oversight of such systems.

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Success Story: Sirius Helps MCN Group Provision an Amazon Managed Services Environment

CDW Research Hub

The C lient­­­. MCN Group, LLC. MCN Group provides discount prescriptions to customers with no enrollment fees, claim forms, or deductibles services through their solution. The Challenge. MCN Group needed an Amazon Web Services (AWS) environment to host services that could meet their Health Insurance Portability and Accountability Act of 1996 (HIPAA) compliance requirements.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Nutanix Cloud Platform on Equinix Metal: Infrastructure on Demand for Managed Service Providers

Nutanix

Managed Service Providers (MSPs) can find themselves caught between the IT supply chain crisis created by our current microchip shortage and the growing demands of customers expanding digital services globally.

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Can Predictive Analytics Help Traders Navigate Bitcoin’s Volatility?

Smart Data Collective

Bitcoin has experienced tremendous price volatility in recent months. Traders are struggling to make sense of these patterns. Fortunately, new predictive analytics algorithms can make this easier. The financial industry is becoming more dependent on machine learning technology with each passing day. Last summer, a report by Deloitte showed that more CFOs are using predictive analytics technology.

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Cloud Data Warehouse Migration 101: Expert Tips

Alation

The cloud is no longer synonymous with risk. There was a time when most CIOs would never consider putting their crown jewels — AKA customer data and associated analytics — into the cloud. But today, there is a magic quadrant for cloud databases and warehouses comprising more than 20 vendors. And adoption is so significant that many participants have earned notable market capitalization.

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Metadata enrichment – highly scalable data classification and data discovery

IBM Big Data Hub

Metadata enrichment is about scaling the onboarding of new data into a governed data landscape by taking data and applying the appropriate business terms, data classes and quality assessments so it can be discovered, governed and utilized effectively. This feature significantly increases the productivity of the data stewards who provide business context to data by ensuring data quality, usefulness and protection for broader consumption.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.