Thu.Jul 20, 2023

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The Fascinating Evolution of Generative AI

Analytics Vidhya

Introduction In the ever-expanding realm of artificial intelligence, one fascinating field that has captured the imagination of researchers, technologists, and enthusiasts alike is Generative AI. These clever algorithms are pushing the limits of what robots can do and understand every day, ushering in a new era of invention and creativity. In this essay, we embark […] The post The Fascinating Evolution of Generative AI appeared first on Analytics Vidhya.

Analytics 271
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Banking on customer experience and security via technology-based innovation

CIO Business Intelligence

I’ll never forget the look on my first mortgage clients’ faces as they signed for their new home – the joy and relief washing over them in equal measure. After weeks of exhausting back-and-forth requests and paperwork transferred in ways that seem naively unsecure by today’s standards, their prize was the key to the front door. Since then, automation has filled the gap in improving customer experience and security.

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Step-by-Step Guide to Word2Vec with Gensim

Analytics Vidhya

Introduction A few months back, when I initially began working at Office People, I developed an interest in Language Models, particularly Word2Vec. Being a native Python user, I naturally concentrated on Gensim’s Word2Vec implementation and looked for papers and tutorials online. I directly applied and duplicated code snippets from multiple sources, as any good data […] The post Step-by-Step Guide to Word2Vec with Gensim appeared first on Analytics Vidhya.

Modeling 268
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Query your Apache Hive metastore with AWS Lake Formation permissions

AWS Big Data

Apache Hive is a SQL-based data warehouse system for processing highly distributed datasets on the Apache Hadoop platform. There are two key components to Apache Hive: the Hive SQL query engine and the Hive metastore (HMS). The Hive metastore is a repository of metadata about the SQL tables, such as database names, table names, schema, serialization and deserialization information, data location, and partition details of each table.

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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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Using Data Science to Identify Top Twitter Influencers

Analytics Vidhya

Introduction The significance of influencer marketing on Twitter cannot be ignored, especially when it comes to benefiting businesses. In this article, we’ll explore a fascinating concept: using data science and Python to find the top twitter influencers. This technique can help businesses make smart choices and reap rewards on Twitter. By applying scientific methods and Python’s capabilities, businesses gain […] The post Using Data Science to Identify Top Twitter Influencers a

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5 ways CIOs can help eliminate a culture of busyness

CIO Business Intelligence

At the turn of the 20th century, economists predicted that living a life of leisure would be the ultimate aspiration for the elite. These same economists suggested that those who were able to take more time off from work would be considered the most successful. Now the inverse seems to be the case. Today, those who are seen to exert more effort are deemed to have greater relevance.

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4 CIOs on marketing IT’s value to the business

CIO Business Intelligence

Perception matters, particularly for internal IT organizations. While CIOs may be acutely aware of the essential value their teams create, that value isn’t always evident to stakeholders and clients. We may hope that the work speaks for itself, but the reality is, IT leaders must communicate IT’s accomplishments in a way that people can understand why and how it matters to them.

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How Long Does It Take to Learn Machine Learning?

Analytics Vidhya

Introduction Machine learning, a rapidly growing field, has captured the interest of countless aspiring individuals. However, the question of how much time it takes to learn machine learning is common and significant. In this article, we will delve into the factors that influence the learning duration, present a recommended learning path, estimate time requirements for […] The post How Long Does It Take to Learn Machine Learning?

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3 technology trends set to revolutionize retail

CIO Business Intelligence

Few verticals have undergone as massive a change as retail in the last couple of years. Driven by cutthroat competition and significant shifts in customer expectations, retail companies are striving to align themselves with the changing landscape, with IT playing a crucial role in their ability to achieve this. To offer customers a shopping experience that is accessible, seamless, and engaging, retail IT leaders must devise revenue-focused strategies that, harness cutting-edge technology to addr

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EU’s AI Act to Set Global Standard in AI Regulation, Asian Countries Remain Cautious

Analytics Vidhya

The European Union is leading the charge in regulating artificial intelligence (AI) with its proposed AI Act, which includes rules for tech firms on disclosing copyrighted and AI-generated content. The EU is now urging Asian countries, including India, Japan, South Korea, Singapore, and the Philippines, to adopt similar regulations. However, Asian countries have varying approaches […] The post EU’s AI Act to Set Global Standard in AI Regulation, Asian Countries Remain Cautious appear

Analytics 208
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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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Exploring the Power and Limitations of GPT-4

KDnuggets

Unveiling GPT-4: Deciphering its impact on data science and exploring its strengths and boundaries.

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Google Releases News Writer AI ‘Genesis’

Analytics Vidhya

In a technological breakthrough that is sure to reshape the media landscape, Google is developing an AI-powered tool known as ‘Genesis’ to produce news articles. This cutting-edge technology has already caught the attention of prominent news organizations like The New York Times, The Washington Post, and News Corp, which publishes The Wall Street Journal.

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A Beginner’s Guide to Data Engineering

KDnuggets

So you want to break into data engineering? Start today by learning more about data engineering and the fundamental concepts.

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Apple Enters the Generative AI Race with ‘AppleGPT’ Chatbot

Analytics Vidhya

Tech giant Apple is forging ahead with its highly anticipated AI-powered chatbot, tentatively named “AppleGPT.” This revolutionary project, which utilizes the “Ajax” large language model (LLM) framework powered by Google JAX, has remained a closely guarded secret within the company. However, sources reveal that Apple is diligently working on this cutting-edge technology and is gearing […] The post Apple Enters the Generative AI Race with ‘AppleGPT’ Chatb

Modeling 208
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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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Unlock DataOps Success with DataOps.live: Featured in Gartner Market Guide!

KDnuggets

To learn more about the DataOps market, download your free copy of the Gartner Market Guide for DataOps Tools.

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Build A Text Summariser Using LLMs with Hugging Face

Analytics Vidhya

Introduction Text Summariser using LLMs has drawn a lot of interest lately because they are now necessary tools for many different natural language processing (NLP) applications. These models, like GPT-3 and T5, are pre trained models that are capable of producing text that resembles that of a human being as well as text classification, summarization, […] The post Build A Text Summariser Using LLMs with Hugging Face appeared first on Analytics Vidhya.

Modeling 270
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Automate SAP S/4HANA infrastructure deployment on IBM Power Virtual Server with deployable architectures

IBM Big Data Hub

When businesses need industry-leading performance scalability and reliability for their SAP ERP landscape, they turn to IBM® Power® for their compute infrastructure. I can pull a list of benchmarks that highlight why over 4,500 customers run SAP HANA on Power—highest SAP-certified memory scalability, leadership in SAPS performance benchmarks, ranked most reliable among SAP-certified infrastructure platforms, etc.

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How to Crack Data Science FAANG Jobs in 2023?

Analytics Vidhya

Data science has emerged as a highly sought-after field, and securing a job at a FAANG (Facebook, Amazon, Apple, Netflix, Google) company is considered a major achievement. FAANG companies are known for their innovative approaches, cutting-edge technologies, and attractive compensation packages. This article will discuss 15 tips that can help you crack data science FAANG […] The post How to Crack Data Science FAANG Jobs in 2023?

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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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Potentials & Advantages of Knowledge Graph Based Conversational AI in Manufacturing & Industry – Examples, Use Cases, Best Practises

Ontotext

We are Onlim , a leading Conversational AI company. Whether it’s a chatbot, a voicebot, or an enterprise search, our knowledge-based Conversational AI platform enables personalized interactions to increase customer satisfaction and improve the efficiency of businesses. We specialize in automated customer communication via chatbots and voice assistants.

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What is SUBSTRING Function in SQL? [ Explained with Examples]

Analytics Vidhya

SUBSTRING Function in SQL: Definition, syntax application, examples, use cases, difference between Substring and CharIndex functions in SQL.

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Forget PIP, Conda, and requirements.txt! Use Poetry Instead And Thank Me Later

KDnuggets

Pain-free dependency management is finally here.

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Choose Mobile BI and Enjoy the Benefits!

Smarten

Mobile BI Provides Numerous Benefits. Explore the Possibilities! According to recent research, every industry is adopting mobile business intelligence as a means of staying abreast of crucial data, collaborating from within and outside the office and enabling business agility and digital transformation (Dx). Here are just a few of the statistics for the industries making significant moves into the Mobile BI market: Telecomm Software Tech Retail Manufacturing Professional Services Healthcare Fina

ROI 40
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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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Logical Data Management and Data Mesh

Data Virtualization

Reading Time: < 1 minute In this post, I’m going to cover logical data management and its impact on data mesh architectures. But there’s a lot of confusion in the marketplace today between different types of architectures, specifically data mesh and data fabric, so I’ll. The post Logical Data Management and Data Mesh appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Orca Security’s journey to a petabyte-scale data lake with Apache Iceberg and AWS Analytics

AWS Big Data

This post is co-written with Eliad Gat and Oded Lifshiz from Orca Security. With data becoming the driving force behind many industries today, having a modern data architecture is pivotal for organizations to be successful. One key component that plays a central role in modern data architectures is the data lake, which allows organizations to store and analyze large amounts of data in a cost-effective manner and run advanced analytics and machine learning (ML) at scale.

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Why Do We Use Excel?

Jet Global

On September 30, 1985, Microsoft released Excel into the world. First built for Macintosh, Microsoft added a Windows version in November of 1987, and the world of finance and accounting has never been the same. Countless other spreadsheet software has since landed on the market, from Google Sheets to Apple’s iWork Numbers to Gnumeric for Linux. And yet, none so far have proven quite as enduring or prolific as Excel.

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Cracking the code: solving for 3 key challenges in generative AI

CIO Business Intelligence

By Chet Kapoor, Chairman and CEO, DataStax Generative AI is on everyone’s mind. It will revolutionize how we work, share knowledge, and function as a society. Simply put, it will be the biggest innovation we will see in our lifetime. One of the biggest areas of opportunity is productivity. Think about where we’re at right now – we’re facing workforce shortages, debt, inflation, and more.

Risk 40
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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.