Wed.Dec 13, 2023

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Phi-2 Unleashed: Language Models with Compact Brilliance

Analytics Vidhya

In a recent development, Microsoft Research’s Machine Learning Foundations team has unveiled Phi-2, the latest addition to their suite of small language models (SLMs). Clocking in at 2.7 billion parameters, Phi-2 defies expectations, showcasing unparalleled reasoning and language understanding capabilities within a surprisingly compact framework.

Modeling 285
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Upskilling ramps up as gen AI forces enterprises to transform

CIO Business Intelligence

Thomson Reuters is in the information business, and has been for a long time. Thomson Corporation was founded in 1934 as a newspaper company, and Reuters was founded even earlier, in 1851, to transmit stock prices. The emergence of the Internet could have been a death blow, but the company survived — and thrived. Over the past 15 years, its stock price grew from a low of $20 in 2008 to $170 today as it diversified into new areas of business, research, and workflow products for legal, accounting,

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Solving Computer Vision Problems with Satya Mallick

Analytics Vidhya

In this episode of Leading with Data, we have Satya Mallick, CEO of OpenCV.org and founder of Big Vision LLC, with us. Satya shares his remarkable journey in computer vision, emphasizing the crucial distinction between image processing and computer vision. From transparency in AI consulting to strategic growth strategies and the transformative impact of Generative […] The post Solving Computer Vision Problems with Satya Mallick appeared first on Analytics Vidhya.

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5 Rare Data Science Skills That Can Help You Get Employed

KDnuggets

This article is about the less common data science skills that can help you get hired. While these skills are not as common as they are for technical jobs, they are certainly worth developing.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Decoding vLLM: Strategies for Supercharging Your Language Model Inferences

Analytics Vidhya

Introduction Large Language Models (LLMs) have revolutionized how we interact with computers. However, deploying these models in production can be challenging due to their high memory consumption and computational cost. vLLM, an open-source library for fast LLM inference and serving, addresses these challenges by working with a novel attention algorithm called PagedAttention.

Strategy 274
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Leveraging AI to discover and classify your data in a complex and dynamic landscape

Laminar Security

In the ever-evolving digital landscape, the importance of data discovery and classification can’t be overstated. As we generate and interact with unprecedented volumes of data, the task of accurately identifying, categorizing, and utilizing this information becomes increasingly difficult. This challenge is intensified by complex multi-cloud infrastructures and the swift proliferation of data.

More Trending

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7 tech trends that have changed the tech landscape in 2023

CIO Business Intelligence

Technology never stops evolving or constantly experiencing changes and improvements. Technology is becoming more and more relevant in our daily tasks and every year new technologies promise to change the paradigm of our reality. Shumon Zaman, Chief Digital and Information Officer at Ali&Sons explains to CIO Middle East what are the top 7 technologies that have changed the tech landscape in 2023. 1.

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Meta Used Copyrighted Books for Training Its LLaMA Model, Authors File Lawsuit

Analytics Vidhya

Meta Platforms, formerly Facebook, finds itself entangled in legal turbulence as renowned figures like comedian Sarah Silverman and Pulitzer Prize winner Michael Chabon, among others, unite against the tech giant. The allegations suggest that Meta utilized copyrighted books, despite warnings from its legal team, to train its artificial intelligence models, sparking a contentious battle between […] The post Meta Used Copyrighted Books for Training Its LLaMA Model, Authors File Lawsuit appea

Modeling 267
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Break data silos and stream your CDC data with Amazon Redshift streaming and Amazon MSK

AWS Big Data

Data loses value over time. We hear from our customers that they’d like to analyze the business transactions in real time. Traditionally, customers used batch-based approaches for data movement from operational systems to analytical systems. Batch load can run once or several times a day. A batch-based approach can introduce latency in data movement and reduce the value of data for analytics.

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A Comprehensive NLP Learning Path 2024

Analytics Vidhya

Introduction The year 2023 witnessed groundbreaking advancements in Natural Language Processing (NLP) with the rise of powerful language models like Bard, Gemini, and ChatGPT. These wonders are not just impressive feats of AI evolution – they signify the dawn of a new era where machines can understand and generate human language with unprecedented accuracy and […] The post A Comprehensive NLP Learning Path 2024 appeared first on Analytics Vidhya.

Modeling 267
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Undersampling Techniques Using Python

KDnuggets

The article discusses the undersampling data preprocessing techniques to address data imbalance challenges.

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Building a Personalized AI Trading Consultant with GPT-4

Analytics Vidhya

Introduction In recent years, integrating artificial intelligence (AI) in stock trading has revolutionized investors’ decisions. With the emergence of Large Language Models (LLMs) such as GPT-3 and GPT-4, a paradigm shift has occurred, making complex market analyses and insights more accessible to individual investors and traders. This transformative technology leverages vast amounts of data and […] The post Building a Personalized AI Trading Consultant with GPT-4 appeared first on A

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The three main types of cryptography

IBM Big Data Hub

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that it may only be read by the intended recipient. The applications of cryptography are endless. From the quotidian end-to-end message authentication on WhatsApp to the practical digital signatures on legal forms or even the CPU-draining ciphers used for mining cryptocurrency , cryptography has become an essential aspect of our digital world and a critical cybersecu

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Did ChatGPT Just Crash? OpenAI’s AI Downtime and Swift Recovery!

Analytics Vidhya

The artificial intelligence community encountered a brief setback. ChatGPT, a popular OpenAI-developed chatbot, faced a ‘major outage.’ OpenAI, the creator, confirmed the incident through a website notice. Despite limited details about the problem, OpenAI assured users it was resolved. The unexpected disruption happened between 5:32 pm and 6:10 pm PST, leaving users intermittently unable to […] The post Did ChatGPT Just Crash?

Analytics 265
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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Generative AI is pushing unstructured data to center stage

CIO Business Intelligence

When I think about unstructured data, I see my colleague Rob Gerbrandt (an information governance genius) walking into a customer’s conference room where tubes of core samples line three walls. Each contains carefully extracted and preserved layers of planet Earth that differ in color and texture. While most of us would see dirt and rock, Rob sees unstructured data.

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OpenAI Plans Bengaluru Developer Meet to Tackle AI Safety Concerns

Analytics Vidhya

OpenAI, the influential force behind the AI chatbot ChatGPT, is set to host a developer gathering in Bengaluru in January 2024. The primary aim of this event is to engage with Indian developers and collectively address safety challenges linked with artificial intelligence. Anna Makanju, OpenAI’s Vice President of Global Affairs, expressed her enthusiasm about the […] The post OpenAI Plans Bengaluru Developer Meet to Tackle AI Safety Concerns appeared first on Analytics Vidhya.

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COP28: How Du and Ericsson’s partnership is supporting UAE Net Zero Strategy

CIO Business Intelligence

Ericsson and Du, from Emirates Integrated Telecommunication Company (EITC) have partnered to support the communications service provider to enhance the sustainability of its networks and accelerate their transition to Net Zero by reducing network energy consumption and carbon emissions. The partnership supports the objectives of the UAE Net Zero by 2030 Strategic Initiative and Du’s commitment to achieving Net Zero by 2050.

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Top Generative AI GitHub Repositories to Revisit in 2023

Analytics Vidhya

Introduction As 2023 draws to a close, the landscape of artificial intelligence continues its relentless march forward. Staying abreast of the latest advancements can feel like chasing a moving target. Luckily, a wealth of invaluable resources resides within the vibrant ecosystem of GitHub. Here, we revisit some of the top AI GitHub repositories, offering a […] The post Top Generative AI GitHub Repositories to Revisit in 2023 appeared first on Analytics Vidhya.

Analytics 257
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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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KDnuggets News, December 13: 5 Super Cheat Sheets to Master Data Science • Using Google’s NotebookLM for Data Science: A Comprehensive Guide

KDnuggets

This week on KDnuggets: A collection of super cheat sheets that covers basic concepts of data science, probability & statistics, SQL, machine learning, and deep learning • An exploration of NotebookLM, its functionality, limitations, and advanced features essential for researchers and scientists • And much, much more!

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Deterministic vs Stochastic – Machine Learning Fundamentals

Analytics Vidhya

Deterministic and stochastic models are approaches in various fields, including machine learning and risk assessment. Understanding the differences between these models is crucial for making informed decisions and predictions. This article will explore the pros and cons of deterministic and stochastic models, their applications, and their impact on machine learning and risk assessment.

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Emirates NBD drives sustainability goals with Microsoft partnership

CIO Business Intelligence

Emirates NBD has collaborated with Microsoft to successfully implement Microsoft Sustainability Manager, a Microsoft Cloud for Sustainability solution, to drive digital transformation in its sustainability operations. Emirates NBD is one of the first banks in the region to successfully integrate Sustainability Manager in its sustainability journey which will drive efficiencies by engaging on all horizons.

Finance 98
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Top 10 Research Papers on GenAI

Analytics Vidhya

Introduction In the ever-evolving landscape of natural language understanding, researchers continue to push the boundaries of what’s possible through innovative approaches. In this article, we will delve into a collection of groundbreaking research papers on generative AI (GenAI). They explore diverse facets of language models, from improving alignment with human preferences to synthesizing 3D content […] The post Top 10 Research Papers on GenAI appeared first on Analytics Vidhya.

Modeling 190
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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Modernize your ETL platform with AWS Glue Studio: A case study from BMS

AWS Big Data

This post is co-written with Ramesh Daddala, Jitendra Kumar Dash and Pavan Kumar Bijja from Bristol Myers Squibb. Bristol Myers Squibb (BMS) is a global biopharmaceutical company whose mission is to discover, develop, and deliver innovative medicines that help patients prevail over serious diseases. BMS is consistently innovating, achieving significant clinical and regulatory successes.

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How Axel Johnson International’s IT division handles constant acquisition

CIO Business Intelligence

Axel Johnson International is an industrial group within Axel Johnson, which also owns Swedish food retailer Axfood and Dustin, the online IT partner in the Nordics and Benelux, among others. The group develops and acquires industrial companies in selected niche markets, including just over 200 companies in six different business areas with a focus on, among other things, technical components and industrial process solutions.

IT 104
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#Volunteer Spotlight: Remus Lim

Cloudera

During Week of Giving Clouderans across the globe took time out of their busy schedules to give back and support causes meaningful to them. For many colleagues, however, giving and volunteering during Week of Giving is just one of the many ways they support the causes meaningful to them. We had the privilege of sitting down with Remus Lim, Regional VP of Sales in APAC who not only volunteered alongside his Singapore-based colleagues during Week of Giving but is dedicating an upcoming trip to phi

Sales 88
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Certinia uses AI to accelerate finance functions for service companies

CIO Business Intelligence

Certinia, a developer of software for service businesses, is using AI and automation to extend the capabilities of its tools for report-building or planning and analysis beyond the financial sphere and into operations, too. The company offers a suite of enterprise SaaS applications for services companies, including ERP, professional services automation, customer success, and configure-price-quote (CPQ), all built on Salesforce’s software development platform, Force.com.

Finance 101
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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Cloudera Customer Story

Cloudera

Legal & General Investment Management (LGIM) is one of the largest global asset managers, managing £1.2 trillion on behalf of savers, retirees, and institutions worldwide. LGIM prides itself on being a responsible investor and is at the forefront of global index fund management and pension investment. Its strategies cover a broad array of asset classes and styles, including equities, bonds, property and alternatives, as well as multi-asset funds.

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The three main types of cryptography

IBM Big Data Hub

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that it may only be read by the intended recipient. The applications of cryptography are endless. From the quotidian end-to-end message authentication on WhatsApp to the practical digital signatures on legal forms or even the CPU-draining ciphers used for mining cryptocurrency , cryptography has become an essential aspect of our digital world and a critical cybersecu

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Smarten Support Portal Updates – November – 2023!

Smarten

We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles LDAP/AD : AD Integration in Smarten Working with Cross-Tabs : Display filter value in the title Embedded / API Integration : API Call to rebuild cubes / datasets Predictive Use cases Medical Cost Prediction Using Smarten Assisted Predictive Modelling Sampling Data using Smar

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Seven customer service types that organizations should provide

IBM Big Data Hub

Conducting the best customer service strategy today requires organizations to invest in several customer service types. This way, organizations can ensure their customer base receives answers to their problems in the format they prefer. Customer service is an integral part of the customer experience. It has increasingly become an omnichannel discipline where every customer prefers to communicate on varying channels.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.