Analytics Vidhya
APRIL 18, 2024
Introduction Emotion detection is the most important component of affective computing. It has gained significant traction in recent years due to its applications in diverse fields such as psychology, human-computer interaction, and marketing. Central to the development of effective emotion detection systems are high-quality datasets annotated with emotional labels.
AI News
APRIL 18, 2024
Mistral AI has released Mixtral 8x22B , which sets a new benchmark for open source models in performance and efficiency. The model boasts robust multilingual capabilities and superior mathematical and coding prowess. Mixtral 8x22B operates as a Sparse Mixture-of-Experts (SMoE) model, utilising just 39 billion of its 141 billion parameters when active.
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Analytics Vidhya
APRIL 18, 2024
Introduction Text embedding plays a crucial role in modern AI workloads, particularly in the context of enterprise search and retrieval systems. The ability to accurately and efficiently find the most relevant content is fundamental to the success of AI systems. However, existing solutions for text embedding have certain limitations that hinder their effectiveness.
IBM Journey to AI blog
APRIL 18, 2024
Imagine a world where machines aren’t confined to pre-programmed tasks but operate with human-like autonomy and competence. A world where computer minds pilot self-driving cars, delve into complex scientific research, provide personalized customer service and even explore the unknown. This is the potential of artificial general intelligence (AGI), a hypothetical technology that may be poised to revolutionize nearly every aspect of human life and work.
Speaker: David Warren and Kevin O’Neill Stoll
Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng
Analytics Vidhya
APRIL 18, 2024
Meta has unveiled its much-awaited Llama 3 model, marking a significant milestone in the field of open-source large language models (LLMs). This new model sets a new standard for LLMs with enhanced capabilities and a commitment to responsible development. Let’s delve into the key features and implications of Meta’s most powerful model yet. Also Read: […] The post Meta Releases Much-Awaited Llama 3 Model 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
APRIL 18, 2024
NVIDIA has expanded its professional GPU lineup with the introduction of the RTX A1000 and A400, ushering in a new era of performance and efficiency for workstation users. These Ampere-based GPUs are tailored for professionals seeking enhanced AI capabilities and real-time ray tracing. Let’s delve into the details. Also Read: Game Changer Alert: NVIDIA GeForce […] The post NVIDIA Launches Ampere-based RTX A1000 and A400 Pro GPUs appeared first on Analytics Vidhya.
AI Weekly
APRIL 18, 2024
Powered by global.ntt In the News Google restructures finance team as part of AI shift, CFO tells employees in memo Alphabet CFO Ruth Porat said in a memo Wednesday that Google is restructuring its finance organization, a move that will include layoffs and relocations, as the company pushes resources to favor investments in AI. cnbc.com Sponsor Align your infrastructure management with your business goals Hardware and software - the core of your infrastructure - need constant management througho
Analytics Vidhya
APRIL 18, 2024
Introduction Imagine harnessing the power of advanced language models right on your personal computer or mobile device without relying on cloud services or powerful servers. Sounds incredible, doesn’t it? Well, these tiny language models make this dream a reality. In NLP, we’ve observed the advent of enormous language models that assimilate and create text just […] The post 15+ Smallest LLMs that You can Run on Local Devices appeared first on Analytics Vidhya.
Unite.AI
APRIL 18, 2024
‘Bias’ in models of any type describes a situation in which the model responds inaccurately to prompts or input data because it hasn’t been trained with enough high-quality, diverse data to provide an accurate response. One example would be Apple’s facial recognition phone unlock feature, which failed at a significantly higher rate for people with darker skin complexions as opposed to lighter tones.
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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?
Analytics Vidhya
APRIL 18, 2024
Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #9 appeared first on Analytics Vidhya.
IBM Journey to AI blog
APRIL 18, 2024
It has been proven time and time again that a business application’s outages are very costly. The estimated cost of an average downtime can run USD 50,000 to 500,000 per hour , and more as businesses are actively moving to digitization. The complexity of applications is growing as well, so Site Reliability Engineers (SREs) require hours—and sometimes days—to identify and resolve problems.
Analytics Vidhya
APRIL 18, 2024
Amazon Music is stepping up its game with the launch of Maestro, an AI-driven playlist generator aimed at revolutionizing how users create and enjoy their music collections. Similar to Spotify’s AI playlist feature, Maestro promises to simplify playlist creation and inject a dose of fun into the process. Let’s delve into what Maestro offers and […] The post Amazon Music Introduces Maestro: Your Personal AI Playlist Assistant appeared first on Analytics Vidhya.
AssemblyAI
APRIL 18, 2024
We recently announced our latest speech recognition model, Universal-1 , which achieves state-of-the-art speech-to-text accuracy. Trained on millions of hours of audio data, Universal-1 demonstrates near-human accuracy, even with accented speech, background noise, and difficult phrases like flight numbers and email addresses. Universal-1 is also an order of magnitude faster than our previous model, Conformer-2 , and supports English, Spanish, French, and German, with more languages coming shortl
Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.
The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven
Analytics Vidhya
APRIL 18, 2024
Do you want to learn Python for data science or tech, but worried about expensive courses? Great news! This article is all about a free Python course that’s perfect for you, no matter your experience level. Even if you are a beginner, this course will help you with foundation building. Or, if you’re already a […] The post Introduction to Python Programming for Data Science appeared first on Analytics Vidhya.
Unite.AI
APRIL 18, 2024
In today's fast-paced business world, having a well-crafted business plan is essential for securing funding, guiding decision-making, and charting a course for success. However, creating a comprehensive and persuasive business plan can be a daunting task, especially for entrepreneurs and small business owners who may not have extensive experience in this area.
Analytics Vidhya
APRIL 18, 2024
Introduction Learning Excel for free can be a great start to boost your skills. Excel is super important for lots of jobs. It helps you organize info and do cool stuff with numbers. In this article, we’ll talk about a free course on Excel. It’s like a special class where you can learn all about […] The post Microsoft Excel: Formulas & Functions appeared first on Analytics Vidhya.
Unite.AI
APRIL 18, 2024
Parameter-efficient fine-tuning or PeFT methods seek to adapt large language models via updates to a small number of weights. However, a majority of existing interpretability work has demonstrated that representations encode semantic rich information, suggesting that it might be a better and more powerful alternative to edit these representations. Pre-trained large models are often fine tuned to be used for new domains or tasks, and during the fine-tuning process, a single base model can be adap
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.
Analytics Vidhya
APRIL 18, 2024
In this episode of Leading with Data, we have the privilege of exploring the vibrant world of data-driven innovation with Vijay Gabale, co-founder at Infilect. Amidst the intricate interplay of economics and resource optimization, Gabale emerges as a visionary leader, leveraging the power of AI and software solutions to reshape industries. With a keen focus […] The post From Learning to Leading: The Vijay Gabale Story appeared first on Analytics Vidhya.
NVIDIA
APRIL 18, 2024
NVIDIA today announced optimizations across all its platforms to accelerate Meta Llama 3 , the latest generation of the large language model ( LLM ). The open model combined with NVIDIA accelerated computing equips developers, researchers and businesses to innovate responsibly across a wide variety of applications. Trained on NVIDIA AI Meta engineers trained Llama 3 on a computer cluster packing 24,576 NVIDIA H100 Tensor Core GPUs , linked with an NVIDIA Quantum-2 InfiniBand network.
Analytics Vidhya
APRIL 18, 2024
Introduction When it comes to professional video editing software, Adobe Premiere Pro is considered the standard tool to do so. Filmmakers, TV editors, and content producers use it a lot all around the world. Integrating artificial intelligence into this versatile platform heralds a significant advancement in video editing, cultivating greater speed, intuition, and creative potential. […] The post Transforming Video Editing with Adobe’s AI Innovations in Premiere Pro appeared first o
Marktechpost
APRIL 18, 2024
As digital interactions become increasingly complex, the demand for sophisticated analytical tools to understand and process this diverse data intensifies. The core challenge involves integrating distinct data types, primarily images, and text, to create models that can effectively interpret and respond to multimodal inputs. This challenge is critical for applications ranging from automated content generation to enhanced interactive systems.
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Analytics Vidhya
APRIL 18, 2024
Introduction Linux, the operating system favored by data science professionals, offers flexibility, power, and open-source tools. As a data science beginner, mastering the Linux command line is a key step towards empowering yourself in data manipulation, analysis, and modeling. This article will provide you with 20 basic Linux commands essential for your journey in data […] The post 20 Basic Linux Commands for Data Science in 2024 appeared first on Analytics Vidhya.
Marktechpost
APRIL 18, 2024
Meta has revealed its latest large language model, the Meta Llama 3, which is a major breakthrough in the field of AI. This new model is not just an incremental update, but it represents a significant leap in capabilities and accessibility, setting a new benchmark for open-source AI models. With the Meta Llama 3, Meta has established itself as a leader in the AI landscape, delivering a powerful tool that users can rely on to achieve their goals.
AWS Machine Learning Blog
APRIL 18, 2024
See CHANGELOG for latest features and fixes. You’ve likely experienced the challenge of taking notes during a meeting while trying to pay attention to the conversation. You’ve probably also experienced the need to quickly fact-check something that’s been said, or look up information to answer a question that’s just been asked in the call. Or maybe you have a team member that always joins meetings late, and expects you to send them a quick summary over chat to catch them up.
Marktechpost
APRIL 18, 2024
The field of artificial intelligence is rapidly evolving, and taking a prototype to production stage can be quite challenging. However, TrueFoundry has recently introduced a new open-source framework called Cognita , which utilizes Retriever-Augmented Generation (RAG) technology to simplify the transition by providing robust, scalable solutions for deploying AI applications.
Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage
When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.
databricks
APRIL 18, 2024
We are excited to partner with Meta to release the latest state-of-the-art large language model, Meta Llama 3 , on Databricks. With Llama.
Marktechpost
APRIL 18, 2024
Large models like BERT, GPT-3, and T5 boast billions of parameters and extensive training data, enabling them to discern intricate patterns and yield high accuracy. However, their widespread use raises privacy concerns regarding the unauthorized exposure of sensitive user information. Machine unlearning emerges as a solution, allowing for removing specific data from trained models without complete retraining.
AWS Machine Learning Blog
APRIL 18, 2024
Migrating to the cloud is an essential step for modern organizations aiming to capitalize on the flexibility and scale of cloud resources. Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. However, despite its benefits, IaC’s learning curve, and the complexity of adhering to your organization’s and industry-specific compliance and security standards, co
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