Analytics Vidhya
APRIL 21, 2024
Mixtral 8x22B by Mistral AI Crushes Benchmarks in 4+ Languages The post Mistral’s New Model Crushes Benchmarks in 4+ Languages appeared first on Analytics Vidhya.
Marktechpost
APRIL 21, 2024
The following six free AI courses offer a structured pathway for beginners to start their journey into the world of artificial intelligence. Each course is designed to introduce fundamental concepts and practical tools in a concise and manageable format: 1. Introduction to Generative AI: This course provides an introductory overview of Generative AI, explaining what it is and how it differs from traditional machine learning methods.
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Analytics Vidhya
APRIL 21, 2024
Introduction Converting natural language queries into code is one of the toughest challenges in NLP. The ability to change a simple English question into a complex code opens up a number of possibilities in developer productivity and a quick software development lifecycle. This is where Google Gemma, an Open Source Large Language Model comes into […] The post Fine-tuning Google Gemma with Unsloth appeared first on Analytics Vidhya.
Marktechpost
APRIL 21, 2024
Scaling up LLMs presents significant challenges due to the immense computational resources needed and the need for high-quality datasets. Typically, the pre-training process involves utilizing models with billions of parameters and training them on datasets containing trillions of tokens. This intricate procedure demands substantial computational power and access to high-quality data to achieve better performance in language understanding and generation tasks.
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 21, 2024
Introduction In today’s data-driven world, data science skills are more crucial than ever. But bridging the gap between textbook knowledge and real-world application is essential. Data science internships provide the perfect solution. These internships allow you to sharpen your skills by applying your programming prowess and analytical thinking to solve impactful problems.
Artificial Intelligence Zone brings together the best content for AI and ML professionals from the widest variety of thought leaders.
Analytics Vidhya
APRIL 21, 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 #10 appeared first on Analytics Vidhya.
Marktechpost
APRIL 21, 2024
MIT researchers proposed working with deep learning to address the challenges of understanding and accurately modeling the planetary boundary layer (PBL) to improve weather forecasting and climate projections and deal with issues like droughts. The current technology struggles to resolve important features of the PBL, such as its height, which significantly impacts weather and climate near the Earth’s surface.
Towards AI
APRIL 21, 2024
Last Updated on April 21, 2024 by Editorial Team Author(s): Saankhya Mondal Originally published on Towards AI. Dealing with tabular data? Pandas is the first Python library you’ll come across when dealing with tabular data preprocessing. It’s one of the most popular libraries used in Data Science. Pandas is the go-to framework for working with small or medium-sized CSV files.
Marktechpost
APRIL 21, 2024
Computer vision has advanced significantly in recent decades, thanks in large part to comprehensive benchmark datasets like COCO. However, nearly a decade after its introduction, COCO’s suitability as a benchmark for modern AI models is being questioned. Its annotations may contain biases and nuances reflecting the early stages of computer vision research.
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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?
Towards AI
APRIL 21, 2024
Last Updated on April 21, 2024 by Editorial Team Author(s): Salvatore Raieli Originally published on Towards AI. In a deluge of information, research is becoming more and more isolated, and this is a problemPhoto by George Rosema on Unsplash Communication — the human connection — is the key to personal and career success. — Paul J. Meyer The need for connection and community is primal, as fundamental as the need for air, water, and food. — Dean Ornish The degree to which the ideas and artifacts
Marktechpost
APRIL 21, 2024
Vector databases have become increasingly prominent, especially in applications that involve machine learning, image processing, and similarity searches. Unlike traditional databases that store data as scalar values (numbers and strings), vector databases are designed to handle multidimensional data points, typically represented as vectors. These vectors can be used to model complex items like images, videos, and text in a format that machines can interpret for tasks such as content recommendati
Robot Writers AI
APRIL 21, 2024
Unleashes AI Upgrade Facebook’s parent company Meta has released newly upgraded AI designed to eclipse ChatGPT. Dubbed Llama 3, the AI engine will ultimately be used to power Meta AI — a chatbot designed by Zuckerberg’s company to compete directly with ChatGPT. Meanwhile, the souped-up AI engine will also be powering a number of Meta apps and be integrated into the search engines of Facebook, Instagram, WhatsApp and Messenger.
Marktechpost
APRIL 21, 2024
The advent of Generative Artificial Intelligence (AI) is revolutionizing numerous sectors, and education stands out as a prime beneficiary. This technology, capable of generating text, images, and interactive content, transforms how educators teach and students learn. Let’s explore how Generative AI enhances educational tools and methods, using examples and use cases and showing how these innovations are integrated into the classroom. 1.
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
Towards AI
APRIL 21, 2024
Last Updated on April 21, 2024 by Editorial Team Author(s): Mélony Qin (aka cloudmelon) Originally published on Towards AI. As AI tools become increasingly popular, they play an important role in boosting our productivity in everyday tasks. However, bringing them into professional settings faces challenges because they need internet access, and some company policies simply do not allow them.
Marktechpost
APRIL 21, 2024
Embedding models are fundamental tools in natural language processing (NLP), providing the backbone for applications like information retrieval and retrieval-augmented generation. These models transform the text into a numerical format that machines can process, which is crucial for understanding and manipulating language. Traditionally, these models are restricted by a narrow context window, typically handling no more than 512 tokens.
Artificial Lawyer
APRIL 21, 2024
‘Contracts are not just about lawyers. The users are sales and finance,’ Juro CEO, Richard Mabey, told Artificial Lawyer.
Marktechpost
APRIL 21, 2024
Partial differential equations (PDEs) are required for modeling dynamic systems in science and engineering, but solving them accurately, especially for initial value problems, remains challenging. Integrating machine learning into PDE research has revolutionized both fields, offering new avenues to tackle PDE complexities. ML’s ability to approximate complex functions has led to algorithms that can solve, simulate, and even discover PDEs from data.
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.
Towards AI
APRIL 21, 2024
Last Updated on April 21, 2024 by Editorial Team Author(s): Eera Bhatt Originally published on Towards AI. Especially since the COVID-19 epidemic, we have relied on the Internet for so many of our daily services like banking, entertainment, and social networking. Sadly, cyber attackers take advantage of this by trying out more phishing attacks on unsuspecting users.
Marktechpost
APRIL 21, 2024
In the ever-expanding landscape of artificial intelligence, Large Language Models (LLMs) have emerged as versatile tools, making significant strides across various domains. As they venture into multimodal realms like visual and auditory processing, their capacity to comprehend and represent complex data, from images to speech, becomes increasingly indispensable.
Towards AI
APRIL 21, 2024
Last Updated on April 21, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. A Comparison Between Chroma, Milvus, Faiss, and Weaviate Vector Databases Semantic search and retrieval-augmented generation (RAG) are revolutionizing the way we interact online. However, the backbone enabling these groundbreaking advancements is often overlooked: vector databases.
Marktechpost
APRIL 21, 2024
In probabilistic programming, developers often face the challenge of efficiently composing and performing inference on intricate probabilistic programs. A recent release, Coix (COmbinators In jaX) , has emerged as a flexible and backend-agnostic solution to address this. Coix offers a comprehensive set of program transformations known as inference combinators, enabling compositional inference with probabilistic programs.
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After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!
Machine Learning Research at Apple
APRIL 21, 2024
Adaptive gradient methods, notably Adam, have become indispensable for optimizing neural networks, particularly in conjunction with Transformers. In this paper, we present a novel optimization anomaly called the Slingshot Effect, which manifests during extremely late stages of training. We identify a distinctive characteristic of this phenomenon through cyclic phase transitions between stable and unstable training regimes, as evidenced by the cyclic behavior of the norm of the last layer’s weigh
TransOrg Analytics
APRIL 21, 2024
Gen AI Applications and Use Cases in Banking & Financial Services Generative AI tools are pioneering innovative breakthroughs and represent the convergence of machine learning and creativity, empowering machines to generate content independently. The significance of Generative AI extends across diverse sectors, from consumer products and automotives to healthcare and finance.
Unite.AI
APRIL 21, 2024
In the field of generative AI, Meta continues to lead with its commitment to open-source availability, distributing its advanced Large Language Model Meta AI (Llama) series globally to developers and researchers. Building on its progressive initiatives, Meta recently introduced the third iteration of this series, Llama 3. This new edition improves significantly upon Llama 2 , offering numerous enhancements and setting benchmarks that challenge industry competitors such as Google, Mistral, and An
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