Fri.Aug 05, 2022

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12 FAQs on AWS Asked in Interviews

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The way big business tycoons run has changed a lot since the past. The concept of “Cloud Computing” has played a major role in this. This implementation of cloud computing technology has led to the need for Cloud Computing Experts. The software team […].

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94% of enterprises are overspending in the cloud: report

CIO Business Intelligence

A vast majority of enterprises globally are overspending in the cloud, according to a new HashiCorp-Forrester report. In a survey that saw participation of over 1,000 IT decision makers across North America, Europe, Middle East and Asia-Pacific, 94% of respondents said their organizations had notable, avoidable cloud spend due to a combination of factors including underused, overprovisioned resources, and lack of skills to utilize cloud infrastructure.

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Bridging the Gap: Drug Discovery and AI

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction This problem that we will discuss in this blog comes from the cutting-edge intersection of AI with the drug discovery process, where DataRobot and my team play a very significant role. This blog is focused on an engagement my team, and I […]. The post Bridging the Gap: Drug Discovery and AI appeared first on Analytics Vidhya.

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Steps CIOs should take to protect customer data in Nigeria’s open banking systems

CIO Business Intelligence

Due to Nigeria’s fintech boom borne out of its open banking framework, the Central Bank of Nigeria (CBN) has published a much-awaited regulation draft to govern open banking procedures. And at its core is the need to secure customer data through a robust set of requirements. The regulations streamline how entities who handle customer banking information will secure their systems and share details within protected application program interfaces.

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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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Applications of EdgeML

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: [link] Introduction EdgeML is a technology that allows Smart Devices to process data locally (through local servers or at […]. The post Applications of EdgeML appeared first on Analytics Vidhya.

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Machine Learning Is Not Like Your Brain Part 6: The Importance of Precise Synapse Weights and the Ability to Set Them Quickly

KDnuggets

In Part Six, I’ll show how limitations in synapses are even more of a problem. Precise synapse weights and the ability to set them quickly to a specific value are crucial to ML and biological neurons offer neither.

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Where Does Data Come From?

KDnuggets

In this article, we will go over the top five ways to collect or receive data, whether to help optimize an AI-driven machine or simply forecast future consumer demand.

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Statistical Effect Size and Python Implementation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction One of the most important applications of Statistics is looking into how two or more variables relate. Hypothesis testing is used to look if there is any significant relationship, and we report it using a p-value. Measuring the strength of that relationship […]. The post Statistical Effect Size and Python Implementation appeared first on Analytics Vidhya.

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Which Workloads Belong On-Premises as Part of Hybrid IT

CIO Business Intelligence

Enterprises driving toward data-first modernization need to determine the optimal multicloud strategy, starting with which applications and data are best suited to migrate to cloud and what should remain in the core and at the edge. A hybrid approach is clearly established as the optimal operating model of choice. A Flexera report found the shift to hybrid infrastructure supported by overwhelming numbers of survey respondents, with 89% of them opting for a multicloud strategy and 80% taking a hy

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ETL vs ELT in 2022: Do they matter?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Data is ubiquitous in our modern life. Obtaining, structuring, and analyzing these data into new, relevant information is crucial in today’s world. Since contextual data exposes popular patterns and trends, we have arrived at the stage where businesses take data-driven decisions to […].

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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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AI Readiness in National Security

Dataiku

The following remarks were given by Mark Elszy , Dataiku RVP Federal, at a U.S. Chamber of Commerce Artificial Intelligence Commission hearing on July 21, 2022.

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BigQuery: An Walkthrough of ML with Conventional SQL

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Most of us are familiar with SQL, and many of us have hands-on experience with it. Machine learning is an increasingly popular and developing trend among us. BigQueryML is a toolset that will allow us to build machine learning models by executing […]. The post BigQuery: An Walkthrough of ML with Conventional SQL appeared first on Analytics Vidhya.

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Get the Right Predictive Analytics Tools for Users!

Smarten

Can Predictive Analytics Provide Accurate Results for My Business Without Burdening My Users? If your business is struggling to forecast and predict outcomes and results, your management team is probably considering predictive analytics. The technology research firm, Gartner, states that, ‘50% of data scientist activities will be automated by artificial intelligence, easing the acute talent shortage.’.

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Building Data Warehouse Using Google Big Query

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to Data Warehouse In today’s data-driven age, a large amount of data gets generated daily from various sources such as emails, e-commerce websites, healthcare, supply chain and logistics, transaction processing systems, etc. It is difficult to store, maintain and keep track of […].

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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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Shifting from keeping the lights on to turning on new lights

CIO Business Intelligence

This article was co-authored by Chris Boyd , a Senior Associate at Metis Strategy. Today’s CIOs lead innovation efforts aimed at increasing revenue, accessing new markets, and growing product lines. However, according to Foundry’s 2022 State of the CIO Survey , 76% of CIOs say it’s challenging to find the right balance between business innovation and operational excellence.

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Spending Too Much Time on Your NetSuite Top Reports? This Will Help You Streamline

Jet Global

As a comprehensive, cloud-based ERP, Oracle NetSuite empowers businesses with a unified view of finances and operations. While it generates canned reports, custom reports still require the help of IT departments and outside consultants. For your accounting and finance team especially, this challenge makes it difficult to create the critical financial reports that drive your business.

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What is data visualization? Presenting data for decision-making

CIO Business Intelligence

Data visualization definition. Data visualization is the presentation of data in a graphical format such as a plot, graph, or map to make it easier for decision makers to see and understand trends, outliers, and patterns in data. Maps and charts were among the earliest forms of data visualization. One of the most well-known early examples of data visualization was a flow map created by French civil engineer Charles Joseph Minard in 1869 to help understand what Napoleon’s troops suffered in the d