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.

AI 340

AI AI Large Language Models AI Tools 340

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.

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence BERT Large Language Models 131

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.

Large Language Models 309

Large Language Models Software Development NLP Generative AI 309

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.

Computer Vision 113

Computer Vision Neural Network ML AI Modeling 113

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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.

Data Science 290

Data Science 290

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.

Prompt Engineer 282

Prompt Engineer Prompt Engineering AI AI 282

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.

Generative AI 105

Generative AI Automation AI Tools AI 105

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.

Chatbots 105

Chatbots AI Chatbots AI Engineer ChatGPT 105

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.

Deep Learning 101

Deep Learning Neural Network Artificial Intelligence Artificial Intelligence 101

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Generative AI

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

NLP 98

NLP Artificial Intelligence Artificial Intelligence AI 98

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.

NLP 103

NLP Natural Language Processing BERT AI 103

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.

AI Chatbots 94

AI Chatbots LLM Chatbots Large Language Models 94

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.

Machine Learning 93

Machine Learning Neural Network ML Algorithm 93

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Artificial Lawyer

APRIL 21, 2024

‘Contracts are not just about lawyers. The users are sales and finance,’ Juro CEO, Richard Mabey, told Artificial Lawyer.

110

110

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.

Algorithm 88

Algorithm AI AI Artificial Intelligence 88

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.

Machine Learning 83

Machine Learning Deep Learning NLP AI 83

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

Neural Network 59

Neural Network 59

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Data Analysis

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.

Large Language Models 75

Large Language Models AI AI Data Science 75

TheSequence

APRIL 21, 2024

Created Using Ideogram Next Week in The Sequence: Edge 389: In our series about autonomous agents, we discuss the concept of large action models(LAMs). We review the LAM research pioneered by the team from Rabbit and we dive into the MetaGPT framework for multi-agent systems. Edge 390: We dive into Databricks’ new impressive model: DBRX. You can subscribed to The Sequence below: TheSequence is a reader-supported publication.

Large Language Models 120

Large Language Models Generative AI Robotics ML 120

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.

Data Scientist 101

Data Scientist Data Science Machine Learning Python 101

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.

Neural Network 108

Neural Network Data Quality ML Large Language Models 108

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.

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

Large Language Models 265

Large Language Models Generative AI LLM AI 265

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.

AI Modeling 92

AI Modeling Large Language Models Artificial Intelligence Artificial Intelligence 92