Tue.Feb 27, 2024

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CIOs rethink all-in cloud strategies

CIO Business Intelligence

After years of marching to the cloud migration drumbeat, CIOs are increasingly becoming circumspect about the cloud-first mantra, catching on to the need to turn some workloads away from the public cloud to platforms where they will run more productively, more efficiently, and cheaper. “‘Cloud exit’ became a big theme in 2023 and there’s good odds it’ll turn into a real trend for 2024.

Strategy 144
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How to Use Gemma LLM?

Analytics Vidhya

Introduction Large language models (LLMs) are increasingly becoming powerful tools for understanding and generating human language. These models have achieved state-of-the-art results on different natural language processing tasks, including text summarization, machine translation, question answering, and dialogue generation. LLMs have even shown promise in more specialized domains, like healthcare, finance, and law.

Finance 315
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Your Generative AI LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers

DataKitchen

Your LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers The rise of Large Language Models (LLMs) such as GPT-4 marks a transformative era in artificial intelligence, heralding new possibilities and challenges in equal measure. LLMs have the potential to revolutionize how we interact with data, automate processes, and extract insights.

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Microsoft Invests in Mistral AI to Launch GPT-4 Rival

Analytics Vidhya

In a significant move within the AI industry, Microsoft has forged a strategic partnership with Mistral AI, to revolutionize generative artificial intelligence. The first outcome of their partnership is Mistral Large, a language model proven to be as good as OpenAI’s GPT-4. This partnership signals a paradigm shift in the landscape of AI innovation.

Modeling 315
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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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Free Data Analyst Bootcamp for Beginners

KDnuggets

Want to become a data analyst? This free beginner-friendly data analyst bootcamp is all you need.

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Samsung Introduces Galaxy Ring: A Smart Wellness Companion

Analytics Vidhya

Samsung wows attendees at the Mobile World Congress (MWC) 2024 in Barcelona with the unveiling of its latest innovation, the Galaxy Ring. This smart ring promises to revolutionize the wearable tech market by offering users a seamless and intuitive way to monitor their health and wellness. Also Read: Old Samsung Devices to get Galaxy AI […] The post Samsung Introduces Galaxy Ring: A Smart Wellness Companion appeared first on Analytics Vidhya.

Marketing 295

More Trending

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30+ MCQs on Python Exception Handling

Analytics Vidhya

Welcome to the Python Exception Handling MCQs! Exception handling is a crucial aspect of programming that allows you to gracefully handle errors and unexpected situations in your code. In Python, exceptions are raised when an error occurs during program execution, and they can be caught and handled using try-except blocks. These questions will test your […] The post 30+ MCQs on Python Exception Handling appeared first on Analytics Vidhya.

Testing 293
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How CIOs in the Middle East address talent shortages

CIO Business Intelligence

IT organizations are having to transform themselves to meet the evolving needs of the future enterprise, and CIOs are increasingly being tasked with leading this transformation as IT becomes the enterprise operating system. As the world of work continues to evolve and organizations shift to hybrid work models, new challenges and opportunities present themselves.

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PowerPoint Presentations Made East With GAMMA

Analytics Vidhya

Introduction PowerPoint has long been the reigning champion in creating presentations for clients or other important meetings. However, with the rise of AI-powered tools, a new contender has emerged: GAMMA. It is a web-based presentation builder that utilizes AI to help you create compelling and visually engaging presentations in minutes. You no longer need to […] The post PowerPoint Presentations Made East With GAMMA appeared first on Analytics Vidhya.

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5 reasons to move to a network platform

CIO Business Intelligence

In today’s era of dynamic disruption, IT leaders are taking center stage in navigating a complex and vast network. It’s a balance of accelerating digital initiatives such as AI with the need to securely transform IT operations and increase business. Navigating these complexities can be challenging. How do you handle an intricate array of devices, cloud applications, and workloads, especially when users are located everywhere?

Risk 97
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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Understanding Metaprogramming with Metaclasses in Python

Analytics Vidhya

Introduction Metaprogramming is a fascinating aspect of software development, allowing developers to write programs that manipulate code itself, altering or generating code dynamically. This powerful technique opens up a world of possibilities for automation, code generation, and runtime modifications. In Python, metaprogramming with metaclasses is not just a feature but an integral part of the […] The post Understanding Metaprogramming with Metaclasses in Python appeared first on Analytic

Software 284
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Use Amazon OpenSearch Ingestion to migrate to Amazon OpenSearch Serverless

AWS Big Data

Amazon OpenSearch Serverless is an on-demand auto scaling configuration for Amazon OpenSearch Service. Since its release, the interest for OpenSearch Serverless had been steadily growing. Customers prefer to let the service manage its capacity automatically rather than having to manually provision capacity. Until now, customers have had to rely on using custom code or third-party solutions to move the data between provisioned OpenSearch Service domains and OpenSearch Serverless.

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7 Tools to Create Engaging Presentations

Analytics Vidhya

Introduction Visual presentations are indispensable for effective communication. Whether you’re a student, professional, or entrepreneur, mastering the art of crafting engaging and informative presentations is vital. This article will explore seven tools to help you create stunning presentations that will captivate your audience and effectively convey your message.

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How to Learn Python Basics With ChatGPT

KDnuggets

Your Ultimate Learning Companion.

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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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How to Build a GPT Tokenizer?

Analytics Vidhya

Introduction Tokenization is the bedrock of large language models (LLMs) such as GPT tokenizer, serving as the fundamental process of transforming unstructured text into organized data by segmenting it into smaller units known as tokens. In this in-depth examination, we meticulously explore the critical role of tokenization in LLMs, highlighting its essential contribution to language […] The post How to Build a GPT Tokenizer?

Modeling 284
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Technoslavia: Navigating the Data World in the Age of Generative AI

Dataiku

In the ever-evolving landscape of enterprise analytics and AI, the boundaries that once separated distinct regions in the data world are becoming increasingly blurry. As we venture into each new era, it’s crucial to have a platform that can seamlessly adapt to the shifting industry expectations and new cross-industry norms.

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The Complete Guide to User-Defined Exceptions in Python

Analytics Vidhya

Introduction Exception handling stands as a pivotal skill in programming, allowing adept maneuvering through errors and unforeseen circumstances with grace. Python, equipped with an array of built-in exceptions, acknowledges scenarios where developers might find it necessary to tailor exceptions to their unique needs. This article delves into the realm of user-defined exceptions in Python, elucidating […] The post The Complete Guide to User-Defined Exceptions in Python appeared first on An

Analytics 283
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A digital paradigm shift for emergency communications: Toronto Fire Services makes history with Avaya

CIO Business Intelligence

The first telephone call was made almost 150 years ago in Ontario, Canada by Alexander Graham Bell. Today, that call would probably look different. He might have texted Mr. Watson, record a video, or send a DM. There are so many ways we now communicate, and we don’t think twice about the details. We expect to know where someone is, what communication device or application they’re using, and more in real-time as we engage.

IoT 19
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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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Understanding Abstraction in Python: Simplifying Complex Concepts

Analytics Vidhya

Introduction Abstraction is a fundamental concept in Python programming that allows us to simplify complex concepts and focus on the essential details. It involves hiding unnecessary details and exposing only the relevant information to the users. In this article, we will explore what an abstract class is, how abstraction in Python works, and what benefits […] The post Understanding Abstraction in Python: Simplifying Complex Concepts appeared first on Analytics Vidhya.

Analytics 282
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Managing the ‘H’ out of AI

CIO Business Intelligence

To survive in the Paleolithic Age, you had to be able to hunt and gather. In the Agrarian Age, thriving meant being able to farm. In today’s post-Industrial Age, you will need to master artificial intelligence. Full stop – end of conversation. Well, “master” might not be the right word. Like outrunning the proverbial lion, you will need to be better than the next guy at AI to be competitive in this day and age.

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How to Plot Heatmaps in Seaborn?

Analytics Vidhya

Introduction Within the domain of data visualization, heatmaps distinguish themselves for their adeptness in portraying intricate data sets in a visually intuitive manner. Seaborn, a Python library constructed on top of Matplotlib, presents a sophisticated interface for crafting visually appealing and informative statistical graphics, heatmaps included.

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How to mitigate the risks of DIY authoritative DNS

IBM Big Data Hub

While many network admins outsource the management of authoritative domain name system (DNS) infrastructure to a third party like IBM® NS1 Connect®, there is a sizable community of network operators who prefer to dig in and build something themselves. These do it yourself (DIY) authoritative DNS architectures can be cobbled together from various tools.

Risk 93
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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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30+ MCQs on Python Regular Expression

Analytics Vidhya

Welcome to the Python Regular Expression MCQs! Regular expressions, often abbreviated as “regex,” are powerful tools for pattern matching and searching in strings. In Python, the re module provides support for regular expressions, allowing you to search, match, and manipulate text based on specific patterns. These questions will test your understanding of various aspects of […] The post 30+ MCQs on Python Regular Expression appeared first on Analytics Vidhya.

Testing 282
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Extend Your Business Reach with Mobile BI!

Smarten

Support Your Team and Achieve Business Results with a Mobile BI Solution! Gone are the days when every employee in your enterprise was tied to a desk inside the walls of your office building. Today’s team members are working remote, or visiting clients, or on the road, or perhaps they are in the office in a staff meeting and in need of crucial information to make a decision.

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10 Advanced Plots for Effective Data Visualization with Matplotlib

Analytics Vidhya

Introduction Matplotlib is a fundamental Python library, empowers you to create various visualizations to explore and communicate your data effectively. While basic plots like bar charts and scatter plots are essential, delving into advanced visualizations can unlock deeper insights and enhance your storytelling. Here are the top 10 advanced plots you can create with Matplotlib!

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Empowering data-driven excellence: How the Bluestone Data Platform embraced data mesh for success

AWS Big Data

This post is co-written with Toney Thomas and Ben Vengerovsky from Bluestone. In the ever-evolving world of finance and lending, the need for real-time, reliable, and centralized data has become paramount. Bluestone , a leading financial institution, embarked on a transformative journey to modernize its data infrastructure and transition to a data-driven organization.

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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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How to Enhance RAG Performance with CRAG?

Analytics Vidhya

Introduction In this article we will learn to enhance RAG performance with CRAG. The word RAG has been floating around for a while and for all the good reasons. Large language models made it possible to build solutions for problems that were difficult before. Question and Answering over large amounts of data was one such […] The post How to Enhance RAG Performance with CRAG?

Modeling 227
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Optimize Project and Team Management With AI

Analytics Vidhya

Introduction Project and team management are crucial aspects of any organization’s success. With the advancement of technology, various tools have been developed to streamline these processes and enhance productivity. One such tool that has gained popularity in recent years is Ayanza. In this article, we will explore the features of Ayanza, its benefits, how to […] The post Optimize Project and Team Management With AI appeared first on Analytics Vidhya.

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Mistral AI’s New Model: An Alternative to ChatGPT?

Analytics Vidhya

Introduction As we know, Mistral AI is one of the buzziest companies in the AI ecosystem. Established in April 2023, the organization was founded by former Meta, OpenAI, and Google DeepMind researchers, namely Arthur Mensch, Timothée Lacroix, and Guillaume Lample. Recently, it has gained traction in the LLM trend. But why is Mistral in the […] The post Mistral AI’s New Model: An Alternative to ChatGPT?

Modeling 155
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Google’s Genie Brings AI Innovation in Crafting 2D Games

Analytics Vidhya

The realm of artificial intelligence (AI) continues to witness innovative advancements, with Google’s DeepMind team introducing Genie. This new revolutionary model is designed to transform single-image prompts into fully playable 2D platformer games. This innovation showcases the remarkable progress in generative AI, opening doors to endless possibilities in game development and interactive experiences.

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.