Thu.Apr 27, 2023

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Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

Analytics Vidhya

Data Science and Data Analytics are two interrelated fields that have become increasingly important in today’s data-driven world. This article will explore the differences and similarities between these two fields and provide real-world examples of their applications. Find out which career is better for you: Data Science vs Data Analytics! Data Science vs Data Analytics […] The post Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

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10 highest-paying IT jobs

CIO Business Intelligence

The past year was rough for the tech industry, with several companies reporting layoffs and the looming threat of a recession. But despite the bumpy year, demand for technology skills remains strong, with the US tech unemployment rate dropping to 1.5% as of January. For technologists with the right skills and expertise, the demand for talent remains and businesses continue to invest in technical skills such as data analytics, security, and cloud.

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GigaChat: Russian Rival of ChatGPT

Analytics Vidhya

In response to the growing interest in artificial intelligence and the rapid adoption of chatbot technologies worldwide, Russia’s dominant financial institution, Sberbank, has recently unveiled its own AI chatbot, GigaChat. The Russian-made chatbot is designed to offer a high-quality alternative to OpenAI’s popular ChatGPT. Moreover, it is currently in its initial invite-only testing phase.

Testing 289
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Automation for all—managing and scaling networks has never been easier

CIO Business Intelligence

At this time of dynamic business and market changes, uncertainty, and quickly evolving consumption models for IT infrastructure, every IT executive understands the benefits and necessity of network agility. Agile networks can respond quickly to changes in the market, customer demands, employee requirements, and technology advances. Yet most businesses haven’t tapped into two major capabilities of truly agile distributed networks: scale and automation.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Top 10 Data Science Companies You Should Know

Analytics Vidhya

Introduction In today’s digital world, data is probably the most vital resource for all businesses that want to make informed decisions. This is where data science comes in— a field of study that relies on historical data and extracts insights from it using statistical and computational methods. As data is everywhere, data science is essential […] The post Top 10 Data Science Companies You Should Know appeared first on Analytics Vidhya.

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How ERP is breaking down silos and driving sustainable change

IBM Big Data Hub

While many organizations have established environmental, social and governance (ESG) goals and made ESG commitments, driven by purpose and emerging regulatory requirements, they face several challenges when making the transition from ambition to action. A recent IBM study found that global executives cite inadequate data (41%) as the biggest obstacle to their ESG progress, followed by regulatory barriers (39%), inconsistent standards (37%) and inadequate skills (36%).

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Modernizing applications: the importance of reducing technical debt

CIO Business Intelligence

Technical debt is no longer just a “technical” problem. As recent, widely publicized events have shown, it is a business problem that can have serious consequences for organizations. The government and Congress are taking notice of unfair consumer experiences, and it is crucial for businesses to address their technical debt and minimize the risk of negative press, government fines, and damaged reputations.

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Make Money While Sleeping: Side Hustles to Generate Passive Income With ChatGPT (Non-Technical)

Analytics Vidhya

Are you looking for ways to generate passive income without putting in too much effort? Thanks to the advancements in artificial intelligence and chatbots, it’s now possible to earn money using these technologies. In this blog post, we will explore some of the most effective ways for a non-techie to generate passive income with ChatGPT. […] The post Make Money While Sleeping: Side Hustles to Generate Passive Income With ChatGPT (Non-Technical) appeared first on Analytics Vidhya.

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Five Years of GPT Progress

KDnuggets

This article will explore the evolution of the generative pre-trained transformer (GPT) line of work.

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AI and Beyond: Exploring the Future of Generative AI

Analytics Vidhya

Generative AI is taking over the world. Utilizing existent inputs, generative AI can produce novel text, codes, photos, shapes, movies, and much more in a few seconds. The global enterprise adoption of AI is expected to soar at a compound annual growth rate of 38.1% between 2022 and 2030. It is the right time for all business […] The post AI and Beyond: Exploring the Future of Generative AI appeared first on Analytics Vidhya.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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Top strategies for high volume tracing with Amazon OpenSearch Ingestion

AWS Big Data

Amazon OpenSearch Ingestion is a serverless, auto-scaled, managed data collector that receives, transforms, and delivers data to Amazon OpenSearch Service domains or Amazon OpenSearch Serverless collections. OpenSearch Ingestion is powered by Data Prepper , an open-source, streaming ETL (extract, transform, and load) solution that’s part of the OpenSearch project.

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Artificial General Intelligence: Definition, Scope, and ChatGPT as an Early AGI

Analytics Vidhya

Artificial General Intelligence (AGI) has been a topic of great interest and debate within the field of artificial intelligence research, especially since the launch of GPT-4. Artificial General Intelligence (AGI) represents the simulation of human cognitive abilities within the software. Thus, enabling the AGI system to find solutions to unfamiliar tasks.

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ChatGLM-6B: A Lightweight, Open-Source ChatGPT Alternative

KDnuggets

Want to run and fine-tune LLMs on your machine? Learn more about ChatGLM-6B, a lightweight and open-source LLM that you can run locally.

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End-to-End NLP Project on Quora Duplicate Questions Pair Identification

Analytics Vidhya

Introduction Automation today is taking place in each sector. Every industry acquires different technological innovations and products to take charge of the market. And one of the leading technology which enjoys more attraction is NLP (Natural Language Processing). It is a technology that helps computers understand, interpret, and respond to a human language where many […] The post End-to-End NLP Project on Quora Duplicate Questions Pair Identification appeared first on Analytics Vidhya.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Open Assistant: Explore the Possibilities of Open and Collaborative Chatbot Development

KDnuggets

Join the open-source movement and create your own ChatGPT-like chatbot with the power of the Open Assistant.

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How to Use ChatGPT Without Login?

Analytics Vidhya

ChatGPT has transformed the content creation landscape, offering AI-driven solutions that generate high-quality text quickly and efficiently. However, some users face challenges accessing ChatGPT, such as login needs, slow content generation, data privacy, and limited editing options. This article explores how to use ChatGPT without login, introduces a potential alternative called BAI Chat, and compares […] The post How to Use ChatGPT Without Login?

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Global Partner Awards for AWS, IBM, Talend and Carahsoft

Cloudera

We are excited to announce the winners of the 2023 Cloudera Partner of the Year Awards. These awards recognize Cloudera partners dedicated to transforming the future of data by leveraging the most complete hybrid cloud data platform. The announcement was made at Impact24 – Cloudera’s Annual Partner Kickoff , which took place on April 18 and 20.

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Showcasing the Searchable Graph of Enriched Debunks, DBKF, at the EBU’s Data Technology Seminar

Ontotext

On site at the EBU’s Data Technology Seminar In today’s digital age, access to information is considered a basic human right, and the ease of finding information has never been greater. However, the ease of access to information has also increased the risk of disinformation, which can have serious consequences. To address this issue, Ontotext, an AI company and a member of the vera.ai consortium , has developed a platform called Database of Known Fakes (DBKF) and showcased it at the

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Revolutionizing Financial Institutions: How Data Virtualization Enables Tailored Products and Services

Data Virtualization

Reading Time: 2 minutes In today’s rapidly evolving financial landscape, it is more important than ever for financial institutions to stay ahead of the curve and offer tailored products and services that meet the unique needs of their customers. A significant inhibitor is the. The post Revolutionizing Financial Institutions: How Data Virtualization Enables Tailored Products and Services appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis

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Data Mesh: The Sky Is Not Falling

Alation

Article reposted with permission from Eckerson ABSTRACT: Data mesh is giving many of us from the data warehouse generation a serious case of agita. But, my fellow old-school data tamers, it’s going to be ok. Sponsored by Alation Data mesh is a hot topic in the data world, generating conversations about the benefits and drawbacks of its decentralized approach.

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Panera CIO John Meister on mastering customer experience

CIO Business Intelligence

John Meister is the senior vice president and CIO of Panera Bread, a chain of bakery-cafe fast casual restaurants with more than 2,000 locations across the United States and Canada. Over the past decade at Panera, Meister has been instrumental in driving Panera’s customer digital experience initiatives and building an innovative IT culture that continues to stay ahead of fast changes in the marketplace.

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Data Mesh: The Sky Is Not Falling

Alation

Article reposted with permission from Eckerson ABSTRACT: Data mesh is giving many of us from the data warehouse generation a serious case of agita. But, my fellow old-school data tamers, it’s going to be ok. Sponsored by Alation Data mesh is a hot topic in the data world, generating conversations about the benefits and drawbacks of its decentralized approach.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Running Ray in Cloudera Machine Learning to Power Compute-Hungry LLMs

Cloudera

Lost in the talk about OpenAI is the tremendous amount of compute needed to train and fine-tune LLMs, like GPT, and Generative AI, like ChatGPT. Each iteration requires more compute and the limitation imposed by Moore’s Law quickly moves that task from single compute instances to distributed compute. To accomplish this, OpenAI has employed Ray to power the distributed compute platform to train each release of the GPT models.

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Working with percolators in Amazon OpenSearch Service

AWS Big Data

Amazon OpenSearch Service is a managed service that makes it easy to secure, deploy, and operate OpenSearch and legacy Elasticsearch clusters at scale in the AWS Cloud. Amazon OpenSearch Service provisions all the resources for your cluster, launches it, and automatically detects and replaces failed nodes, reducing the overhead of self-managed infrastructures.

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Stay Agile in a Shifting Manufacturing Market With Longview Tax

Jet Global

Tax teams of multinational enterprises (MNEs) in the manufacturing industry face increasing challenges to manage business and market risks effectively. This, in part, is due to increasing legislative activity and scrutiny of funding activities by tax authorities around the globe. These changes create an ever-increasing demand on manufacturing tax departments to report on cross-border situations and transactions.

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Perform upserts in a data lake using Amazon Athena and Apache Iceberg

AWS Big Data

Amazon Athena supports the MERGE command on Apache Iceberg tables, which allows you to perform inserts, updates, and deletes in your data lake at scale using familiar SQL statements that are compliant with ACID (Atomic, Consistent, Isolated, Durable). Apache Iceberg is an open table format for data lakes that manages large collections of files as tables.

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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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GraphDB Users Ask: What is the Most Important Hardware Attribute for Optimizing GraphDB Performance?

Ontotext

ONTOTEXT ANSWER: The question of optimizing any database is often a critical one. Even with the rise of cloud computing and how easy it is to obtain hardware nowadays, computing power does not come cheap. So, what is most optimal for performance and how to save costs? There are essentially three attributes that heavily impact GraphDB’s performance.

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Modeling, Modernization and Automation

BI-Survey

While most continue to struggle with data quality issues and cumbersome manual processes, best-in-class companies are making improvements with commercial automation tools. The data vault has strong adherents among best-in-class companies, even though its usage lags the alternative approaches of third-normal-form and star schema. Compared with laggards, a higher portion of best-in-class companies adopt the data vault, embrace its standards, and intend to expand their use of it.

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AI in Patient Care Models: How It Started vs. How It’s Going

Dataiku

I always enjoy the entertainment of “How It Started vs. How It's Going ” memes. The juxtaposition of two states by removing the passage of time lends to a dramatic effect. Last week, I found the opportunity to formulate such a contrast from an infographic around innovation in healthcare.

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How enterprises can navigate ethics and responsibility of generative AI

CIO Business Intelligence

In a few short months, generative AI has become a very hot topic. Looking beyond the hype, generative AI is a groundbreaking technology, enabling novel capabilities as it moves rapidly into the enterprise world. According to a CRM survey, 67% of IT leaders are prioritizing generative AI for their business within the next year and a half—despite looming concerns about generative AI ethics and responsibility.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.