Thu.Mar 21, 2024

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GitHub’s Autofix Automatically Detects and Fixes Code

Analytics Vidhya

In a bid to revolutionize the debugging and vulnerability remediation process, GitHub introduces an innovative AI-powered tool that automates the detection and fixing of code vulnerabilities. This new feature, called Autofix, leverages the synergy between GitHub Copilot and CodeQL. With Autofix, the platform aims to streamline the coding experience while bolstering security measures.

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AI tool finds cancer signs missed by doctors

AI News

An AI tool has proven capable of detecting signs of cancer that were overlooked by human radiologists. The AI tool, called Mia, was piloted alongside NHS clinicians in the UK and analysed the mammograms of over 10,000 women. Most of the participants were cancer-free, but the AI successfully flagged all of those with symptoms of breast cancer—as well as an additional 11 cases that the doctors failed to identify.

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Python Tutorial | Concepts, Resources and Projects

Analytics Vidhya

Python is the most popular programming languages, owing to its simplicity, versatility, and readability. Whether you’re a beginner or an experienced developer, having a comprehensive guide to Python can be invaluable. In this python tutorial, we’ll cover everything from the basics to advanced topics, as well as important libraries and practical projects in Python.

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AI News Weekly - Issue #377: Next in AI : Pioneers' Predictions! - Mar 21st 2024

AI Weekly

Powered by global.ntt In the News 3 tech pioneers on the biggest AI breakthroughs – and what they expect will come next Three leading experts in AI spoke to the World Economic Forum in a series of interviews. Mustafa Suleyman, Aidan Gomez and Yann LeCun anticipate profound societal impacts from generative AI and LLM, including productivity gains in healthcare.

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How To Get Promoted In Product Management

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.

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Comprehensive Guide on Non Parametric Tests

Analytics Vidhya

Introduction In this article, we will explore what is hypothesis testing, focusing on the formulation of null and alternative hypotheses, setting up hypothesis tests and we will deep dive into parametric and non-parametric tests, discussing their respective assumptions and implementation in python. But our main focus will be on non-parametric tests like the Mann-Whitney U […] The post Comprehensive Guide on Non Parametric Tests appeared first on Analytics Vidhya.

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Top 7 Free ChatGPT Prompt Engineering Courses and Resources

Analytics Vidhya

In today’s rapidly evolving digital landscape, natural language processing (NLP) technologies like ChatGPT have become integral parts of our daily lives. From customer service chatbots to smart assistants, these AI-powered systems are revolutionizing how we interact with technology. However, the full potential of these language models requires more than just using them out of the […] The post Top 7 Free ChatGPT Prompt Engineering Courses and Resources appeared first on Analytics Vidh

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This AI Paper from IBM and Princeton Presents Larimar: A Novel and Brain-Inspired Machine Learning Architecture for Enhancing LLMs with a Distributed Episodic Memory

Marktechpost

The quest to refine large language models (LLMs) capabilities is a pivotal challenge in artificial intelligence. These digital behemoths, repositories of vast knowledge, face a significant hurdle: staying current and accurate. Traditional methods of updating LLMs, such as retraining or fine-tuning, are resource-intensive and fraught with the risk of catastrophic forgetting, where new learning can obliterate valuable previously acquired information.

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Truecaller Introduces AI Spam Blocking Feature

Analytics Vidhya

In today’s digital world, spam calls have become an unblockable nuisance. They come uninvited, disrupt daily routines, and pose security risks. Leading caller identification app, Truecaller, has introduced an AI-powered spam-blocking feature to solve this problem. Let’s explore how this innovation is helping users block spam calls and enhancing user experience.

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Data Interpreter: An LLM-based Agent Designed Specifically for the Field of Data Science

Marktechpost

Researchers from esteemed institutions, including DeepWisdom, have introduced Data Interpreter – a unique solution for effective problem-solving in data science. This innovative tool harnesses the power of Large Language Models (LLMs) to address the intricate challenges in data science, providing a novel approach to navigating the vast and complex data landscape with precision and adaptability.

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Navigating the Future: Generative AI, Application Analytics, and Data

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?

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AI in Football? Liverpool FC Uses DeepMind’s TacticAI for High-Impact Corner Kicks

Analytics Vidhya

Introduction AI’s integration into various sectors, from healthcare to retail, banking to logistics, and entertainment to manufacturing, has been revolutionary. Its impact extends into sports, glorifying a new era of innovation and optimization. Under manager Jürgen Klopp, Liverpool FC has adopted state-of-the-art AI technology by collaborating with DeepMind to develop TacticAI.

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Google AI Research Introduces ChartPaLI-5B: A Groundbreaking Method for Elevating Vision-Language Models to New Heights of Multimodal Reasoning

Marktechpost

In the evolving landscape of artificial intelligence, vision-language models (VLMs) stand as a testament to the quest for machines that can interpret and understand the world like human perception. These models, which analyze visual content and textual descriptions together, have shown remarkable prowess in tasks ranging from image captioning to complex question answering.

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24 GenAI Conferences that you can’t MISS in 2024

Analytics Vidhya

Introduction Conferences, bootcamps, and events with thousands of gatherings might sound overwhelming, but they are beneficial for connecting with like-minded individuals. These gatherings provide networking opportunities, learning from experts, and gaining new perspectives. Participating in these events can lead to valuable collaborations, friendships, and personal growth.

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Researchers from Stanford and Google AI Introduce MELON: An AI Technique that can Determine Object-Centric Camera Poses Entirely from Scratch while Reconstructing the Object in 3D

Marktechpost

While humans can easily infer the shape of an object from 2D images, computers struggle to reconstruct accurate 3D models without knowledge of the camera poses. This problem, known as pose inference, is crucial for various applications, like creating 3D models for e-commerce and aiding autonomous vehicle navigation. Existing techniques relying on either gathering the camera poses beforehand or using generative adversarial networks (GANs) which were unable to solve the problem with accuracy and e

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Understanding User Needs and Satisfying Them

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.

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‘AGI Will be a Reality by 2029’ Says Nvidia’s CEO

Analytics Vidhya

Nvidia’s CEO Jensen Huang recently gave the keynote speech at the annual GTC AI conference. In his address, he shared his perspectives on two critical aspects of artificial intelligence: the solvability of AI hallucinations and the timeline for achieving Artificial General Intelligence (AGI). Let’s explore how these insights shed light on the complexities of AI […] The post ‘AGI Will be a Reality by 2029’ Says Nvidia’s CEO appeared first on Analytics Vidhya.

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DIstributed PAth COmposition (DiPaCo): A Modular Architecture and Training Approach for Machine Learning ML Models

Marktechpost

The fields of Machine Learning (ML) and Artificial Intelligence (AI) are significantly progressing, mainly due to the utilization of larger neural network models and the training of these models on increasingly massive datasets. This expansion has been made possible through the implementation of data and model parallelism techniques, as well as pipelining methods, which distribute computational tasks across multiple devices simultaneously.

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Jeevantika Lingalwar’s Journey Through Data Science, AI, and Quantum Computing

Analytics Vidhya

We, at Anaytics Vidhya, believe in the power of storytelling. Celebrating Women’s Day, we have dedicated the month of March to honoring some of the trailblazing women in AI, by sharing their inspiring stories. Today, let’s explore the journey of the founder of ‘International Women in Tech’, Jeevantika Lingalwar, in her own words. A Woman […] The post Jeevantika Lingalwar’s Journey Through Data Science, AI, and Quantum Computing appeared first on Analytics Vidhya.

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Navigating the Waves: The Impact and Governance of Open Foundation Models in AI

Marktechpost

The advent of open foundation models, such as BERT, CLIP, and Stable Diffusion, has ushered in a new era in artificial intelligence, marked by rapid technological development and significant societal impact. These models are characterized by their widely available model weights, allowing for greater customization and broader access, which, in turn, offers a host of benefits and introduces new risks.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

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.

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Top 25 AI Tools for Educators in 2024

Analytics Vidhya

Introduction When it comes to education, teachers are always looking for fresh ways to keep students interested, cater to their individual needs, and make their lives easier. That’s where artificial intelligence (AI) steps in – it’s like a supercharged assistant for educators, bringing many cool features to the table and assisting them in teaching.

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Introducing the Databricks AI Security Framework (DASF)

databricks

We are excited to announce the release of the Databricks AI Security Framework (DASF) version 1.0 whitepaper! The framework is designed to improve.

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FouriScale: A Novel AI Approach that Enhances the Generation of High Resolution Images from Pre-Trained Diffusion Models

Marktechpost

In digital imagery, the quest to synthesize high-resolution images with impeccable quality has spurred continuous innovation. Although effective within their designed scope, traditional approaches encounter significant hurdles when generating images that transcend their native resolution boundaries. This challenge is characterized by the emergence of repetitive patterns and structural distortions, which compromise the fidelity and integrity of the resulting images.

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AMD Confirms RDNA 3+ GPUs Coming to 'Strix Point' Zen 5 APUs in 2024

Extreme Tech

AMD CEO Dr. Lisa Su has updated the company's roadmap with some new details on its 2024 launch plans.

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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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Agent-FLAN: Revolutionizing AI with Enhanced Large Language Model Agents + Improved Performance, Efficiency, and Reliability

Marktechpost

The intersection of artificial intelligence and human-like understanding has always been a fascinating domain, especially when empowering large language models (LLMs) to function as agents that interact, reason, and make decisions like humans. The drive to enhance these digital entities has led to notable innovations, with each stride aimed at making machines more helpful and intuitive in real-world applications, from automated assistance to complex analytical tasks in various fields.

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Turbocharged Training: Optimizing the Databricks Mosaic AI stack with FP8

databricks

Benchmarking for training (dense) models at scale. We demonstrate great performance (very high MFU) and highlight our use of NVIDIA's Transformer Engine, along with PyTorch FSDP and DTensor.

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GitHub Unveils an AI-Powered Tool to Automatically Fix Code Vulnerabilities

Marktechpost

In an era where digital security is paramount, GitHub has taken a significant step forward by launching the public beta of its code scanning autofix feature. This new addition promises to revolutionize how developers and security teams tackle vulnerabilities in code, merging the real-time assistance of GitHub’s Copilot with the analytical prowess of CodeQL, GitHub’s semantic code analysis engine.

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AMD Announces FSR 3.1 Upscaling, Decouples It From Frame Gen

Extreme Tech

FSR 3.1 reduces 'shimmering' around objects and offers improved detail preservation, among other upgrades.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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‘You Transformed the World,’ NVIDIA CEO Tells Researchers Behind Landmark AI Paper

NVIDIA

Of GTC ’s 900+ sessions, the most wildly popular was a conversation hosted by NVIDIA founder and CEO Jensen Huang with seven of the authors of the legendary research paper that introduced the aptly named transformer — a neural network architecture that went on to change the deep learning landscape and enable today’s era of generative AI. “Everything that we’re enjoying today can be traced back to that moment,” Huang said to a packed room with hundreds of attendees, who heard him speak with the a

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Supercomputer Predicts Existence of Super-Diamonds

Extreme Tech

This form of carbon could be 30% stronger than diamond but only forms under intense temperature and pressure.

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DataCentral: Uber’s Big Data Observability and Chargeback Platform

Uber AI

Discover real-time query analytics and governance with DataCentral: Uber’s big data observability powerhouse, tackling millions of queries in petabyte-scale environments.