Fri.Sep 02, 2022

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Training and Monitoring Multiple Models using Layer

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction We may encounter many issues when working on a machine learning project. It is challenging to train and monitor multiple models. It’s possible that each model has unique characteristics or parameters. Assessing and exploiting these models without suitable performance monitoring and model […].

Modeling 357
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Decision Tree Pruning: The Hows and Whys

KDnuggets

Decision trees are a machine learning algorithm that is susceptible to overfitting. One of the techniques you can use to reduce overfitting in decision trees is pruning.

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Real or Not? Disaster Tweets classification with RoBERTa

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Today we live in a world of active social networking where every kind of information is shared among users worldwide. This is greatly facilitated by the ubiquitousness of smartphones and other handheld communication devices. Some popular sites are Facebook, Whatsapp, LinkedIn, etc.; […].

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Creative Ways to Leverage Big Data for an Optimal Marketing Plan

Smart Data Collective

Big data technology is becoming more important than ever for modern business owners. One study by the McKinsey Institute shows that data-driven organizations are 19 times more likely to be profitable. There are many benefits of using big data to run a business. One of the most important advantages is that big data can help with marketing. Big Data is Essential for Modern Marketing Strategies.

Big Data 118
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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How to Connect IoT Sensors Wirelessly With a Web Application

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction This article will discuss how we can wirelessly send data of various IoT sensors from a microcontroller to a web application. Also, we will store that data in a MongoDB database to process it according to our needs and requirements. Sending the […]. The post How to Connect IoT Sensors Wirelessly With a Web Application appeared first on Analytics Vidhya.

IoT 353
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Combining Pandas DataFrames Made Simple

KDnuggets

For this tutorial, we will work through examples to understand how different mehtods for combining Pandas DataFrames work.

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Opening Keynote Speaker for Big Data London (21-22 September 2022) announced as Zhamak Deghani – founder of the Data Mesh concept

KDnuggets

Big Data London will run 21-22 Sep 2022 at Olympia, London. Visitors can register to secure their free ticket now.

Big Data 114
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Expert tips for hiring (and retaining) data scientists

CIO Business Intelligence

With IT leaders increasingly needing data scientists to gain game-changing insights from a growing deluge of data, hiring and retaining those key data personnel is taking on greater importance. Without enough trained, high-level data scientists to fill all the job openings out there, CIOs are working with HR and hiring specialists to find ways to attract applicants.

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Laying a Modern Data Foundation to Fight Financial Crimes

Data Virtualization

Reading Time: 3 minutes Over the years, there has been a significant increase in regulations, specifically in the financial services industry, to curb the illicit activities that aid corruption, money laundering, and sanctions-busting. These regulations have particularly increased in the aftermath of the 2008. The post Laying a Modern Data Foundation to Fight Financial Crimes appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Informati

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2022 CIO75 ASEAN Awards: Nominations are now open

CIO Business Intelligence

CIO ASEAN is proud to launch the CIO75 ASEAN awards for 2022, recognising the top 75 senior technology executives and teams in Southeast Asia and Hong Kong driving innovation and influencing rapid change. The CIO75 ASEAN awards are aligned to Foundry’s global awards program and viewed as a mark of excellence within the enterprise. First launched as the CIO50 ASEAN awards in 2019 , the decision to expand the initiative to 75 awards in 2021 was in recognition of a wealth of standout submissions, i

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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How AI Is Transforming the World of Work

Dataiku

When the role of data scientist first started taking shape in the early 2000s, the general attitude toward working with data (and, later, AI) was that it should be handled by experts, potentially sitting in a center of excellence or a data science team somewhere. Today, it’s all about Everyday AI. But what does that mean, and how is it transforming the way we work?

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Efficiency, performance, and security; the three priorities that new IT investment should focus on

CIO Business Intelligence

As the broader economy and business environment continues to recover and rebound, there is an opportunity for IT leaders to leverage increased budgets to strategically invest in and prepare for new approaches to enterprise technology. As noted by Spiceworks, the majority of businesses are increasing IT spending, with a particular focus on modernisation.

IT 98
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Pursuing A New Future of Innovation Through Digital Banking Strategy

CIO Business Intelligence

How has banking evolved during the rapid digitisation of recent years? The answer lies in changing consumer habits, tech-driven disruptions, and cultural shifts—the very trends that are setting the stage for the industry’s future. Millions of customers are going online, while shaping their expectations for digital experiences. They now seek personalised and seamless online experiences, with such demands persisting even as economic activities return to pre-pandemic levels.

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IT Issues that Need Cleaning Up: Herzog’s Dirty Dozen

CIO Business Intelligence

If you are at a supermarket, the “dirty dozen” is a list of foods that are considered the most tainted. Similarly, if you are working in an enterprise or for a service provider, the dirty dozen is a list of issues that tarnish IT infrastructure, “contaminating” current enterprise-grade implementations and exposing the dangers and risks associated with them.

IT 98
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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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Schrodinger’s Open Banking

CIO Business Intelligence

By David Andrzejek, head of financial services, DataStax. Schrodinger’s Cat is a quantum mechanics thought experiment in which a hypothetical cat can be considered to be both alive and dead simultaneously. I can’t help but think of open banking in the United States — it’s not here, and, at the same time, it’s very much here. Pushed in part by an assault by upstart fintechs and non-financial tech giants like Google and Apple, North American financial institutions are turning to application progra

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The five EduTech priorities for 2023 and beyond

CIO Business Intelligence

Technology is becoming ever-more core to the educational experience, with teachers and students alike relying on rich media, deep data and analytics and cloud delivery to drive better educational outcomes. At the same time, education has a specific set of requirements of IT that differentiate it from other verticals. Resilience and true all-day computing is required, as is massive scale as every student and teacher in every classroom needs to be working simultaneously.

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Efficiency, performance, and security; the three priorities that new IT investment should focus on

CIO Business Intelligence

As the broader economy and business environment continues to recover and rebound, there is an opportunity for IT leaders to leverage increased budgets to strategically invest in and prepare for new approaches to enterprise technology. As noted by Spiceworks, the majority of businesses are increasing IT spending, with a particular focus on modernisation.

IT 98
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Discover CIO Amir Arooni on shifting to product-based IT delivery

CIO Business Intelligence

Amir Arooni, executive vice president and CIO at Discover Financial Services, is a visionary IT leader with a passion for both the business and the human sides of technology. He’s also one of the best capital-D Differentiators I’ve ever met. He’s a strong believer in the importance of empowering people to do great work and developing them to be the kind of innovative anticipators who will continually deliver greater and more differentiated value for customers.

IT 98
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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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The five EduTech priorities for 2023 and beyond

CIO Business Intelligence

Technology is becoming ever-more core to the educational experience, with teachers and students alike relying on rich media, deep data and analytics and cloud delivery to drive better educational outcomes. At the same time, education has a specific set of requirements of IT that differentiate it from other verticals. Resilience and true all-day computing is required, as is massive scale as every student and teacher in every classroom needs to be working simultaneously.

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Oshkosh puts digital solutions into overdrive

CIO Business Intelligence

Many people may not be familiar with the Oshkosh brand, but the manufacturer’s specialty vehicles are hiding in plain sight. Fire trucks, mail delivery trucks, tow and refuse collection vehicles, access equipment, and military vehicles — Oshkosh’s products are everywhere. In fact, if you watch a network news program covering a skirmish somewhere in the world and spot a formidable-looking vehicle in the background, odds are it was manufactured by the defense division of this innovative company, b

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Oshkosh puts digital solutions into overdrive

CIO Business Intelligence

Many people may not be familiar with the Oshkosh brand, but the manufacturer’s specialty vehicles are hiding in plain sight. Fire trucks, mail delivery trucks, tow and refuse collection vehicles, access equipment, and military vehicles — Oshkosh’s products are everywhere. In fact, if you watch a network news program covering a skirmish somewhere in the world and spot a formidable-looking vehicle in the background, odds are it was manufactured by the defense division of this innovative company, b

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Capitalizing on Artificial Intelligence Opportunities

CIO Business Intelligence

Artificial intelligence (AI) has become a hot topic for countries worldwide, and both public- and private-sector organizations have already started leveraging it as a response to continuous digital disruption. According to IDC’s 2022 Artificial Intelligence Spending Guide , global AI spending reached $88.6 billion in 2021, and it is forecast to grow at a compound annual growth rate (CAGR) of 25.6% over the 2021–2025 period.

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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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Capitalizing on Artificial Intelligence Opportunities

CIO Business Intelligence

Artificial intelligence (AI) has become a hot topic for countries worldwide, and both public- and private-sector organizations have already started leveraging it as a response to continuous digital disruption. According to IDC’s 2022 Artificial Intelligence Spending Guide , global AI spending reached $88.6 billion in 2021, and it is forecast to grow at a compound annual growth rate (CAGR) of 25.6% over the 2021–2025 period.

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Sony Pictures Entertainment’s Acclaimed Sequel to its 2004 ERP Implementation

CIO Business Intelligence

Competition in the entertainment industry has never been as intense as it is today. For decades, the movie business in the U.S. was dominated by a handful of entertainment conglomerates, known as “The Big Five”: Disney, Universal, Paramount, Warner Bros, and Sony Pictures. But these days, an ever-blossoming field of cable networks and streaming services – from Apple to Hulu to YouTubeTV – have gotten into the act and are not only featuring work created by the established Hollywood titans but pro

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Google employees at loggerheads with company over defense contract, again

CIO Business Intelligence

A group of Google employees are yet again speaking out against Google’s defense contracts, this time asking the company to shelve its $1.2 billion Project Nimbus contract for the Israeli government and military. Google partnered with Amazon to bid for the project. Under employee pressure, Google has previously dropped one US government defence contract (Project Maven), and shied away from another (JEDI).

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How Modern Identity Governance is Driving Enterprise Productivity

CIO Business Intelligence

In today’s dynamic world of work from anywhere, organizations are experiencing new pressure points. IT and security leaders find themselves grappling with extended enterprises of employees, contractors, and suppliers remotely located across the globe using an expanded set of technologies. The broad adoption of cloud apps, platforms, and infrastructure has led to a complete re-thinking of access, governance, and security.

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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.