Analytics Vidhya
FEBRUARY 27, 2024
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.
AI News
FEBRUARY 27, 2024
Mistral AI, a France-based startup, has introduced a new large language model (LLM) called Mistral Large that it claims can compete with several top AI systems on the market. Mistral AI stated that Mistral Large outscored most major LLMs except for OpenAI’s recently launched GPT-4 in tests of language understanding. It also performed strongly in maths and coding assessments.
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Analytics Vidhya
FEBRUARY 27, 2024
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.
Unite.AI
FEBRUARY 27, 2024
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.
Speaker: Conrado Morlan
In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:
Analytics Vidhya
FEBRUARY 27, 2024
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.
Artificial Intelligence Zone brings together the best content for AI and ML professionals from the widest variety of thought leaders.
Analytics Vidhya
FEBRUARY 27, 2024
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.
Unite.AI
FEBRUARY 27, 2024
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
Analytics Vidhya
FEBRUARY 27, 2024
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.
Unite.AI
FEBRUARY 27, 2024
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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The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.
Analytics Vidhya
FEBRUARY 27, 2024
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
AssemblyAI
FEBRUARY 27, 2024
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.
Analytics Vidhya
FEBRUARY 27, 2024
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.
Marktechpost
FEBRUARY 27, 2024
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
Speaker: Pulkit Agrawal
Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.
Analytics Vidhya
FEBRUARY 27, 2024
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?
Marktechpost
FEBRUARY 27, 2024
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.
Analytics Vidhya
FEBRUARY 27, 2024
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
Marktechpost
FEBRUARY 27, 2024
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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In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.
Analytics Vidhya
FEBRUARY 27, 2024
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.
Ehud Reiter
FEBRUARY 27, 2024
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.
Analytics Vidhya
FEBRUARY 27, 2024
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.
Marktechpost
FEBRUARY 27, 2024
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.
Speaker: Gary Dmitriev
Our upcoming webinar aims to demystify the process of selecting and implementing automation tools for financial institutes. This session will provide your roadmap for vetting potential solutions, focusing on due diligence, vendor assessments, and aligning technology with strategic goals. We’ll also address the critical issue of innovation fatigue, offering tips on maintaining enthusiasm and momentum for new initiatives.
Analytics Vidhya
FEBRUARY 27, 2024
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.
Marktechpost
FEBRUARY 27, 2024
Microsoft has recently released UFO, a UI-focused agent for specialized Windows OS Interaction. UFO addresses the challenges faced in interacting with the graphical user interface (GUI) of applications on the Windows operating system (OS) through natural language commands. LLMs have shown successful results in understanding and executing textual commands, but LLMs still are not able to navigate and operate within the UI of Windows applications.
Analytics Vidhya
FEBRUARY 27, 2024
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!
Marktechpost
FEBRUARY 27, 2024
The introduction of Augmented Reality (AR) and wearable Artificial Intelligence (AI) gadgets is a significant advancement in human-computer interaction. With AR and AI gadgets facilitating data collection, there are new possibilities to develop highly contextualized and personalized AI assistants that function as an extension of the wearer’s cognitive processes.
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In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.
Analytics Vidhya
FEBRUARY 27, 2024
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?
AWS Machine Learning Blog
FEBRUARY 27, 2024
This is a guest post written by Axfood AB. In this post, we share how Axfood, a large Swedish food retailer, improved operations and scalability of their existing artificial intelligence (AI) and machine learning (ML) operations by prototyping in close collaboration with AWS experts and using Amazon SageMaker. Axfood is Sweden’s second largest food retailer, with over 13,000 employees and more than 300 stores.
Analytics Vidhya
FEBRUARY 27, 2024
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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