Tue.Oct 11, 2022

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What Is Hyperautomation?

O'Reilly on Data

Gartner has anointed “Hyperautomation” one of the top 10 trends for 2022. Should it be? Is it a real trend, or just a collection of buzzwords? As a trend, it’s not performing well on Google; it shows little long-term growth, if any, and gets nowhere near as many searches as terms like “Observability” and “Generative Adversarial Networks.” And it’s never bubbled up far enough into our consciousness to make it into our monthly Trends piece.

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A Quick Guide to Blockchain: Merkle Tree

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A Merkle tree is a basic component of blockchain technology. It is a mathematical data structure composed of hashes of different data blocks that serve as a summary of all transactions in the block. It also enables efficient and secure verification of […]. The post A Quick Guide to Blockchain: Merkle Tree appeared first on Analytics Vidhya.

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How to Build a Data Science Enablement Team: A Complete Guide

KDnuggets

A Data Science Enablement Team consists of people from various departments like marketing, sales, product development, etc. They are responsible for providing the necessary tools and resources to help the data scientists do their job more efficiently.

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Graph Database Cheatsheet

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A graph database is a specialized, one-of-a-kind platform for creating and manipulating graphs. Graphs have nodes, edges, and properties that represent and store data in ways relational databases cannot. Another commonly used term is graph analytics, which refers to analyzing data in […].

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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 Beginner’s Guide to Web Scraping Using Python

KDnuggets

This article serves as a beginner’s guide to web scraping using Python and looks at the different frameworks and methods you can use, outlined in simple terms.

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Google Cloud AI update adds translation, document services

CIO Business Intelligence

Google on Tuesday said it was updating its AI agent-based technology to add an enterprise-scale translation service, and to further automate document processing. . The services, announced at the Google Cloud Next conference, are being delivered via a new AI-based translation service called Translation Hub, and two new features in Google’s Document AI offering.

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Ex-NFL CIO Michelle McKenna on leadership today

CIO Business Intelligence

The NFL’s first and only CIO, Michelle McKenna, left her “dream job” in March 2022 to tackle a new challenge: advising CIOs, CEOs, and NFL teams on how to lead in this era of digital transformation and the next-generation workforce. The former NFL exec worked for NFL Commissioner Roger Goodell for 10 seasons and previously served as CIO at Constellation Energy and Universal Orlando, and as SVP of technology at Walt Disney World.

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Top Posts October 3-9: How to Select Rows and Columns in Pandas

KDnuggets

How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Top Free Git GUI Clients for Beginners • Decision Tree Algorithm, Explained • 7 Techniques to Handle Imbalanced Data • Free Algorithms in Python Course.

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Google to add new cloud regions across five countries

CIO Business Intelligence

Google on Tuesday said it would be adding new cloud regions across five countries to meet growing computing demand from customers across the globe. The new regions, announced at Google’s Cloud Next conference, will be made available across Austria, Greece, Norway, South Africa and Sweden, and will supplement new regions announced in August for New Zealand, Malaysia, Thailand and Mexico.

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AI at Scale isn’t Magic, it’s Data – Hybrid Data

Cloudera

A recent VentureBeat article , “4 AI trends: It’s all about scale in 2022 (so far),” highlighted the importance of scalability. I recommend you read the entire piece, but to me the key takeaway – AI at scale isn’t magic, it’s data – is reminiscent of the 1992 presidential election, when political consultant James Carville succinctly summarized the key to winning – “it’s the economy”.

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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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Academic institutions are already losing information and may not realise it

CIO Business Intelligence

Every organisation collects masses of content, none more so than academic institutions. For example, academic institutions must comply with strict guidelines for the retention of research data for anywhere from ten to thirty years. Academic libraries too must ensure the longevity of digitised and born-digital special collections and archive materials.

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Great SQL doesn’t make an awesome analyst

Aryng

SQL is a critical language for database administrators and data analysts, but that doesn’t mean you are automatically a great analyst just because you know how to use it. In fact, there are many different skills and techniques that are necessary in order to be a successful analyst. Our goal in this blog post is […] The post Great SQL doesn’t make an awesome analyst appeared first on Aryng's Blog.

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CIO Leadership Live with Deepa Soni, CIO at The Hartford

CIO Business Intelligence

Deepa Soni, CIO at The Hartford, joins host Maryfran Johnson for this CIO Leadership Live interview, jointly produced by CIO.com and the CIO Executive Council. They discuss the tech-enabled future of insurance, customer-centric value streams, leveraging data-led strategies and more.

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How Implementing a Data Strategy is like preparing for a marathon

Data Insight

This one is for running enthusiasts…. During my recent break in Spain and getting ready for an upcoming marathon in France’s Medoc region, I also happened to be thinking about data strategy.

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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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Why Investing in IT Partnerships is the Perfect Move Amid a Looming Recession

CIO Business Intelligence

When it comes to IT resourcing during tough economic times, cutting costs in the wrong places can be dangerous. Short-term money-saving steps can be counter-productive – actually damaging the brand in the long term. Smart companies, however, are building powerful third-party Technology partnerships to maximise budgets and simplify their IT operations, so they can continue to grow and innovate.

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A European Perspective: AI and Liability

Dataiku

Since summer 2022, Europe, the U.S., and the U.K. have delivered new policy and regulatory proposals concerning AI spanning AI and liability, principles and practices to shape AI development and deployment, and a prospective approach to AI regulation , respectively.

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Can You Estimate How Long It Will Take McLaren Formula 1 Team to Complete a Race Through ML and Human Intelligence?

DataRobot Blog

Are you new to Formula 1? Want to learn how AI/ML can be so effective in this space? 3. 2.1. Let’s begin! F1 is one of the most popular sports in the world and is also the highest class of international racing for open-wheeled single-seater formula racing cars. Made up of 20 cars from 10 teams, the sport has only become more popular after all the recent documentaries on drivers, team dynamics, car innovations, and the general celebrity level status that most races and drivers receive across the

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Don’t Bet Your Data on a Thin Veneer of Protection

CIO Business Intelligence

Most people wouldn’t consider diving in a flimsy cage near an aggressive shark. After all, a strong cage is an essential part of that experience. When you know you’ll be swimming in chummed waters, the quality of the cage’s design and construction suddenly becomes crucial — and the open ocean is not the place to make your safety checks. Enterprise data is no different.

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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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At AstraZeneca, data and AI are more than game changers – they are life changers

CIO Business Intelligence

As one of the world’s largest biopharmaceutical companies, AstraZeneca pushes the boundaries of science to deliver life-changing medicines that create enduring value for patients and society. To accelerate growth through innovation, the company is expanding its use of data science and artificial intelligence (AI) across the business to improve patient outcomes. .