Tue.Feb 27, 2024

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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.

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How to mitigate the risks of DIY authoritative DNS

IBM Journey to AI blog

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.

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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.

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Empathetic AI: Transforming Mental Healthcare and Beyond with Emotional Intelligence

Unite.AI

In an era where technology and humanity increasingly intertwine, the rise of empathetic AI represents a significant step forward in bridging the gap between technology and human emotion. This emerging field, where artificial intelligence is infused with the subtleties of human emotion, signals a shift in how we approach mental health care and beyond, suggesting a future where AI not only comprehends but also sensitively responds to our emotional needs.

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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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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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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.

AI 269
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HONOR CEO George Zhao Outlines AI Vision

Unite.AI

In the bustling halls of MWC 2024 , an event that garners the attention of the world's tech enthusiasts, HONOR stands out with its innovative flair. At the helm, HONOR CEO George Zhao offers a glimpse into a future where artificial intelligence (AI) seamlessly integrates into our daily lives. Under his guidance, HONOR isn't just navigating the next wave of smart device evolution; it's leading it.

AI 147
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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.

Python 260
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Unleash the Power of AI to Boost Your Customer Connections

Unite.AI

In a game of inches, communication service providers (CSPs) are looking for tools or practices to help them get ahead. With revenue in the communications services market projected to reach $337 billion in 2024, there’s inevitably a lot at stake. To explore how CSPs can gain a competitive advantage and get ahead of the competition in this growing market, let’s take a look at the potential impact of connecting with customers on their terms and leveraging generative AI (GenAI) to personalize those

AI 147
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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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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.

AI 258
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Carolyn Harvey, Chief Operations Officer at LXT – Interview Series

Unite.AI

Carolyn Harvey has extensive experience leading and growing global operations in the field of search relevance ranking and annotation for ML data. Carolyn is currently Chief Operations Officer (COO) of LXT where she leads the company’s global operations division, ensuring consistent delivery of all AI data programs and projects. She focuses on high-quality data at scale, building efficiencies in long-term programs and scaling across large numbers of global locales.

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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

Python 270
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Detect scam calls using Go with LeMUR and Twilio

AssemblyAI

As technology advances, scam attempts are becoming increasingly sophisticated, and harder to identify. Speech AI uses recent advances in speech recognition and generative AI to understand spoken language, and can give us an upper hand against scammers.  In this tutorial, you’ll build an application that uses Speech AI to transcribe a phone call and identify scam attempts.

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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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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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Meta AI Introduces MAGNET: The First Pure Non-Autoregressive Method for Text-Conditioned Audio Generation

Marktechpost

Recent advancements in self-supervised representation learning, sequence modeling, and audio synthesis have significantly enhanced the performance of conditional audio generation. The prevailing approach involves representing audio signals as compressed representations, either discrete or continuous, upon which generative models are applied. Various works have explored methods, such as applying a Vector Quantized Variational Autoencoder (VQ-VAE) directly on raw waveforms or training conditional

AI 137
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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?

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Researchers from the University of Pennsylvania and Vector Institute Introduce DataDreamer: An Open-Source Python Library that Allows Researchers to Write Simple Code to Implement Powerful LLM Workflow

Marktechpost

The deployment of large language models (LLMs) has become central to many applications, from synthetic data generation to fine-tuning models for specific tasks. With their vast capabilities, these models have opened new frontiers in research and application development. Yet, the adoption of LLMs has its challenges. The complexity of managing these models and the technical and financial barriers associated with their operation present significant challenges.

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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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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

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Researchers at Stanford Unveil C3PO: A Novel Machine Learning Approach for Context-Sensitive Customization of Large Language Models

Marktechpost

In the evolving landscape of artificial intelligence, language models transform interaction and information processing. However, aligning these models with specific user feedback while avoiding unintended overgeneralization poses a challenge. Traditional approaches often need to discern the applicability of feedback, leading to models extending rules beyond intended contexts.

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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.

Python 253
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In 2019 LM output was fluent but not trustworthy: still true in 2024

Ehud Reiter

In my NLG course a few weeks ago, I tried to give a very high level description of what LLMs can and cannot do from an NLG perspective, and ended up saying that they produced texts which were very fluent but could not be trusted content-wise. After I said this, I realised that I said pretty much the same thing 5 years ago. Ie, despite all the progress in neural LLMs since 2019, my ultra-high-level description of what they can do has not changed.

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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 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.

Python 252
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This Machine Learning Research from Amazon Introduces BASE TTS: A Text-to-Speech (TTS) Model that Stands for Big Adaptive Streamable TTS with Emergent Abilities

Marktechpost

Recent advancements in generative deep learning models have revolutionized fields such as Natural Language Processing (NLP) and Computer Vision (CV). Previously, specialized models with supervised training dominated these domains, but now, a shift towards generalized models capable of performing diverse tasks with minimal explicit guidance is evident.

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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.

Python 251
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This AI Paper Boldly Quantizes the Weight Matrices of LLMs to 1-Bit: Paving the Way for the Extremely Low Bit-Width Deployment of LLMs

Marktechpost

Large language models (LLMs), as computational giants capable of understanding and generating text with astonishing accuracy, hold the key to various applications, from automated content creation to sophisticated conversational agents. However, their deployment is marred by a significant hurdle: computational and memory requirements. As models become complex, deploying them outside high-powered servers becomes a formidable challenge, limiting their accessibility and real-world utility.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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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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Microsoft Present AI Controller Interface: Generative AI with a Lightweight, LLM-Integrated Virtual Machine (VM)

Marktechpost

The rise of Large Language Models (LLMs) has transformed text creation and computing interactions. These models’ lack of ensuring content accuracy and adherence to specific formats like JSON remains challenging. LLMs handling data from diverse sources encounter difficulties maintaining confidentiality and security, which is crucial in sectors like healthcare and finance.

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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?