Thu.Jun 02, 2022

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The Role of AI and ML in Model Governance

Alation

In part one of this series, I discussed how data management challenges have evolved and how data governance and security have to play in such challenges, with an eye to cloud migration and drift over time. In part two of this series, I’ll dive more deeply into AI/ML and data lineage, in the cloud and otherwise, and discuss how data governance and security can support these critical use cases, wherever they reside.

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An Introduction to Data Warehouse

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The following is an in-depth article explaining what data warehousing is as well as its types, characteristics, benefits, and disadvantages. A few of the topics which we will cover in the article are: 1. What is a data warehouse? 2. Why is […]. The post An Introduction to Data Warehouse appeared first on Analytics Vidhya.

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AI, predictive analytics top list of hot technologies for banks

CIO Business Intelligence

Artificial intelligence , machine learning (a subset of AI), and predictive analytics top the list of hot, planned technology investments for banks in 2022, due to their ability to aid strategic business decision-making, help build applications that can serve customers in a personalized manner, and drive revenue growth, according to market research firm Forrester.

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Neural Networks and Deep Learning with Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A Neural Network is analogous to the connections of neurons in our brain. In this article, we will see how to set up Neural Networks, Artificial Neural Networks, and Deep Neural Networks, and also how to design the model, how to train […]. The post Neural Networks and Deep Learning with Python appeared first on Analytics Vidhya.

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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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GREEN500 Supercomputer Powering Robot Scientists and Transformational Machine Learning

CIO Business Intelligence

England’s University of Cambridge was recognized at the ISC 2022 event in Hamburg, Germany for its Dell-based Wilkes-3 supercomputer, rated 8 in the GREEN500 and 304 in the TOP500, and Cumulus system, rated 94 in the GREEN500 and 316 in the TOP500. Wilkes-3 and the Cumulus system run in an open stack, cloud-native interface which increases flexibility to allow different stakeholders to have customized experiences within that environment.

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Data Analysis Project for Beginners Using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Data Analysis is one major part that you must master before learning or diving into the machine learning algorithms section because data analysis is a process to explore the data to get a better understanding of data. Data Analysis is a core part […]. The post Data Analysis Project for Beginners Using Python appeared first on Analytics Vidhya.

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Building an Autoencoder in TensorFlow

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Autoencoders An autoencoder is a neural network model that learns to encode data and regenerate the data back from the encodings. The input data usually has a lot of dimensions and there is a necessity to perform dimensionality reduction and retain […]. The post Building an Autoencoder in TensorFlow appeared first on Analytics Vidhya.

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How Data Storytelling Can Build Better Customer Connections

Juice Analytics

“Like a good neighbor, State Farm is there.”. The State Farm tagline — like so many advertisements — does more than connect with new customers. It also wants to convince existing customers that they made the right decision in choosing State Farm for their insurance. The same is true about delivering data to your customers. Reporting is more than a feature of your product, it is an opportunity to remind customers of the value your solution provides.

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An End-to-End Starter Guide on Apache Spark and RDD

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will introduce you to Apache Spark and its role in big data and the way it makes a big data ecosystem we will also explore Resilient Distributed Dataset (RDD) in spark. As we all have seen the growth of […]. The post An End-to-End Starter Guide on Apache Spark and RDD appeared first on Analytics Vidhya.

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5 challenges for securing the future

CIO Business Intelligence

Information security has been an intriguing part of our past, is a critical part of our present, and will be a defining factor in our future. There are actions that must be addressed at the micro/individual level and challenges we must collaboratively address as an industry moving forward. The economics of security are clear: “There is no financial stability without cybersecurity,” writes Loretta J.

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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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Cloud Automation Drives the Trend of E-Procurement Technology

Smart Data Collective

Cloud technology is becoming an increasingly important part of modern business. Global companies are projected to spend around $495 billion on cloud services this year. One of the biggest reasons cloud technology is becoming important is that it is helping companies make e-procurement possible. Cloud Automation Helps. Many offices have started taking their business practices remote and operating online.

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What to Look for in a Modern DevOps Solution

CIO Business Intelligence

By Milan Shetti, CEO Rocket Software. Businesses today have faced greater levels of uncertainty than ever before. As employees and customers demand higher-quality digital experiences, companies must ensure their DevOps processes are modern and capable of keeping up with the complexities of today’s business. To be able to operationally address these challenges and opportunities, businesses are looking to their IT teams to play a critical role in responding to customer demand, while at the same ti

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Moving Enterprise Data From Anywhere to Any System Made Easy

Cloudera

Since 2015, the Cloudera DataFlow team has been helping the largest enterprise organizations in the world adopt Apache NiFi as their enterprise standard data movement tool. Over the last few years, we have had a front-row seat in our customers’ hybrid cloud journey as they expand their data estate across the edge, on-premise, and multiple cloud providers.

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7 tools for mastering organizational listening

CIO Business Intelligence

Of the skills business leaders have to master, organizational listening — not just listening, but organizational listening — is, for most leaders, most of the time, in most situations, the most essential. The art of organizational listening. Google “how to listen” and, in approximately.023 seconds (depending on bandwidth), you’ll find yourself inundated with a lifetime supply of techniques for improving your one-on-one listening skills.

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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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Top Industries and Employers Hiring Data Scientists in 2022

KDnuggets

This article presents the top industries and companies that are currently actively hiring data scientists.

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Learning from Experience: 5 Critical Success Factors for CIAM Passwordless Projects

CIO Business Intelligence

The move to passwordless customer authentication should be considered carefully. The benefits of passwordless are clear. Passwordless done right improves both security and customer experience (CX) at the same time. However, like any modification to an authentication system, many factors exist that lead to the success or failure of a transition to passwordless authentication.

Metrics 97
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Operational excellence—data ensures airlines maintain the right trajectory

Teradata

Learn how data and analytics can enable airlines to navigate towards more streamlined operations. Read more.

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Top500: The Supercomputers Advancing Cyber Security, Renewable Energy, and Black Hole Research

CIO Business Intelligence

Among those ranked in the 59 th edition of the TOP500 announced at the 2022 International Supercomputing Conference (ISC) in Hamburg, Germany, are standouts conducting powerful research in energy generation, cyber and physical threats, and astrophysics. Plus, Canada’s most powerful supercomputer and Dell’s HPC at the edge. . Eni, HPC5: The Supercomputer Working for Energy.

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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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Webinar On Demand: Eradicate Security Silos While Simplifying XDR & Zero Trust Adoption

CDW Research Hub

In a world where hybrid and remote work is becoming the norm, securing valuable assets from inside and outside the traditional network perimeter presents a complex challenge: visibility across the expanding enterprise network. The solution? What if you could remove security data silos across the network to achieve full visibility from endpoint to cloud?

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Data Management Professionals: The Denodo Academic Program

Data Virtualization

Reading Time: < 1 minute Data is the fuel of the 21st century. It is created daily, located in different places, distributed geographically, and stored in multiple formats. Companies need data to create dashboards and support data science initiatives and other analytical applications necessary for. The post Data Management Professionals: The Denodo Academic Program appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Data Engineer

TreehouseTechGroup

Treehouse Technology Group is strategy and data firm providing custom, end-to-end solutions for our enterprise and SMB clients. Our approach is an independent, vendor-agnostic cloud solution designed to deliver and execute our client’s strategy to unlock the power of data and its storytelling potential. As a Database Engineer, you will work with stakeholders and the… The post Data Engineer appeared first on Treehouse Tech Group.

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The Denodo Academic Program

Data Virtualization

Reading Time: < 1 minute Data is the fuel of the 21st century. It is created daily, located in different places, distributed geographically, and stored in multiple formats. Companies need data to create dashboards and support data science initiatives and other analytical applications necessary for. The post The Denodo Academic Program appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Data Architect (Python & AWS Cloud)

TreehouseTechGroup

Treehouse Technology Group is strategy and data firm providing custom, end-to-end solutions for our enterprise and SMB clients. Our approach is an independent, vendor-agnostic cloud solution designed to deliver and execute our client’s strategy to unlock the power of data and its storytelling potential. As a Lead Data Engineer, you will work with stakeholders and… The post Data Architect (Python & AWS Cloud) appeared first on Treehouse Tech Group.

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Determining the right multi-cloud approach

CIO Business Intelligence

IT infrastructure is expanding across an almost bewildering array of connected environments, including traditional on-premises systems, private and public cloud, and increasingly edge cloud. That’s a lot to keep track of, let alone manage effectively, and it could lead to indecision over what to connect next, and how. Most organizations today are juggling an assortment of SaaS and on-premises capabilities for automation, operations, log analytics, network visibility, security, and compliance.