Tue.Mar 07, 2023

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Common Table Expressions (CTE) in SQL

Analytics Vidhya

Introduction CTE is the short form for Common Table Expressions. CTE is one of the most powerful tools of SQL (Structured Query Language), and it also helps to clean the data. It is the concept of SQL (Structured Query Language) used to simplify coding and help to get the result as quickly as possible. CTE is the temporary […] The post Common Table Expressions (CTE) in SQL appeared first on Analytics Vidhya.

Analytics 297
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Enterprise IT moves forward — cautiously — with generative AI

CIO Business Intelligence

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway. Kellen, CIO at the University of California San Diego (UCSD), says employees are already using ChatGPT to write code as well as job descriptions.

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A Dive into Apache Flume: Installation, Setup, and Configuration

Analytics Vidhya

Introduction Apache Flume is a tool/service/data ingestion mechanism for gathering, aggregating, and delivering huge amounts of streaming data from diverse sources, such as log files, events, and so on, to centralized data storage. Flume is a tool that is very dependable, distributed, and customizable. einsteinerupload of. In this article, we will discuss about Apache Flume, […] The post A Dive into Apache Flume: Installation, Setup, and Configuration appeared first on Analytics Vidhya.

Analytics 275
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Hydra Configs for Deep Learning Experiments

KDnuggets

This brief guide illustrates how to use the Hydra library for ML experiments, especially in the case of deep learning-related tasks, and why you need this tool to make your workflow easier.

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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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A Comprehensive Understanding of Word Meanings

Analytics Vidhya

Introduction This article will provide a clear and concise definition of word meaning, highlighting its significance in language and communication. We will also discuss the various types of word meanings, such as denotative, connotative, and figurative meanings. Additionally, we will explore the importance of acquiring and representing word meaning, including the different techniques used in […] The post A Comprehensive Understanding of Word Meanings appeared first on Analytics Vidhya.

Analytics 288
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Salesforce earmarks $250 million for AI startup investment

CIO Business Intelligence

CRM giant Salesforce today said that it would commit $250 million to investments in startups focused on generative AI, even as the company warned of the dangers of the technology. The company emphasized the potential gains for application software possible through the use of AI in its initial announcement of investments in four AI-driven companies. The first, Anthropic, bills itself as an “AI safety and research company,” trying to create more predictable and steerable AI systems, without the un

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IT leaders tackle the high price of talent

CIO Business Intelligence

Since the onset of the pandemic, IT has risen in prominence as an engine for business sustainability and growth across all industries. The subsequent demand for enterprise IT talent has led to a sharp spike in salaries CIOs must pay to staff their teams. “Demand for tech talent was up by 50% to 60% in the last two years, mainly attributable to industry-spanning hyper digitalization.

IT 100
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Time Series Forecasting with statsmodels and Prophet

KDnuggets

Easy forecast model development with the popular time series Python packages.

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New Oman-Australia undersea cable promises alternate, reliable route

CIO Business Intelligence

Australian investment firm Subco is offering an alternative route for internet connectivity between Australia, Middle East and Europe through the Oman Australia Cable (OAC) by avoiding the earthquake prone route that currently goes through Malacca Strait. Subco OAC is already 9,800 km long, with landing points in Perth, West Island, and Cocos Islands in Australia, and Muscat.

IT 87
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How gaming companies can use Amazon Redshift Serverless to build scalable analytical applications faster and easier

AWS Big Data

This post provides guidance on how to build scalable analytical solutions for gaming industry use cases using Amazon Redshift Serverless. It covers how to use a conceptual, logical architecture for some of the most popular gaming industry use cases like event analysis, in-game purchase recommendations, measuring player satisfaction, telemetry data analysis, and more.

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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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Keeping customers at the center of everything

CIO Business Intelligence

By Hock Tan, Broadcom President and CEO During the 17 years I have led Broadcom, solving problems for customers and giving them the tools they need to succeed have been the most rewarding parts of my job. It’s important to me that whether we’re inventing the future through innovative R&D or co-creating new solutions with partners and users, Broadcom’s focus is customer centricity.

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Innocens BV leverages IBM Technology to Develop an AI Solution to help detect potential sepsis events in high-risk newborns

IBM Big Data Hub

From the moment of birth to discharge, healthcare professionals can collect so much data about an infant’s vitals—for instance, heartbeat frequency or every rise and drop in blood oxygen level. Although medicine continues to advance further, there’s still much to be done to help reduce the number of premature births and infant mortality. The worldwide statistics on premature births are staggering— the University of Oxford estimates that neonatal sepsis causes 2.5 million infant deaths annually.

Risk 52
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Taming the Data Octopus: How Avista Transforms Data into Value with Alation

Alation

Nolan Steiner is a scuba diver, octopus lover, and data science team lead at Avista, an energy company involved in the production, transmission, and distribution of energy in eastern Washington, northern Idaho, and parts of Oregon. Below, Nolan shares how Avista uses Alation to transform data into value. We take our role as an energy provider very seriously at Avista , especially considering how we partner with the communities we serve.

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Top 6 Cassandra Interview Questions

Analytics Vidhya

Introduction Apache Cassandra is a NoSQL database management system that is open-source and distributed. It is meant to handle massive volumes of data across many commodity servers while maintaining high availability with no single point of failure. Facebook created Cassandra, which ultimately became an Apache Software Foundation project. It is well-known for its rapid write […] The post Top 6 Cassandra Interview Questions appeared first on Analytics Vidhya.

Software 307
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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.

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3 force multipliers for digital transformation

CIO Business Intelligence

Many CIOs will face a challenging year grappling with growing pressure from transformation initiatives, weekly layoff announcements, and the prospect of a recession. While digital initiatives and talent are the board directors’ top strategic business priorities in 2023-2024, IT spending is forecasted to grow by only 2.4% in 2023. Tech companies have laid off over 250 thousand employees since 2022, and 93% of CEOs report preparing for a US recession over the next 12 to 18 months.

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Improve productivity by using keyboard shortcuts in Amazon Athena query editor

AWS Big Data

Amazon Athena is a serverless, interactive analytics service built on open-source frameworks, supporting open-table and file formats. Athena provides a simplified, flexible way to analyze petabytes of data where it lives. You can analyze data or build applications from an Amazon Simple Storage Service (Amazon S3) data lake and over 25 data sources, including on-premises data sources or other cloud systems using SQL or Python.

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Salesforce not ready to unleash generative AI on its customers

CIO Business Intelligence

Salesforce was an early adopter of artificial intelligence (AI) with its Einstein recommendation tools, but it is taking a cautious approach to deploying the latest AI trend, generative AI. It’s been a month since Salesforce CEO Marc Benioff tweeted, “Get ready to be wowed by Salesforce EinsteinGPT! It generates leads, closes deals, and even makes coffee (just kidding, but wouldn’t that be amazing?

IT 81
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How 6 organizations have achieved Superplännen

Jedox

Superplännen is when teams work smarter, collaborate better, make decisions with confidence, and hit the mark. This instills a culture of decisiveness, improves the ability to serve the changing needs of customers, and boosts profitability. Take a look at how real teams and organizations around the globe have experienced an elevated state of planning and achieved the adaptability, integration, and simplicity they need to shape the future.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Make Better Data-Driven Decisions with DataRobot AI Platform Single-Tenant SaaS on Microsoft Azure

DataRobot Blog

Organizations that want to prove the value of AI by developing, deploying, and managing machine learning models at scale can now do so quickly using the DataRobot AI Platform on Microsoft Azure. DataRobot on Azure accelerates the machine learning lifecycle with advanced capabilities for rapid experimentation across new data sources and multiple problem types.

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Dataiku Frontrunner Awards: Celebrating the Success of Users Across Industries

Dataiku

Whether it’s strengthening collaboration through data democratization, accelerating the time to realize value, or enabling organizations to develop AI capabilities that they can trust, teams and individuals across industries leverage Dataiku to harness the power of data, with results that can be truly transformative.

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