Thu.Mar 21, 2024

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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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Types of 5G: Which one is right for your organization?

IBM Journey to AI blog

5G technology isn’t a one-size-fits-all solution that can enable digital transformation at the touch of a button. There are three kinds of 5G, each with its own specific use cases and capabilities, that business leaders need to understand. 5G wireless is broken down into three types—low, mid and high band—named for the spectrum of radio frequencies they support.

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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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Unleashing the potential: 7 ways to optimize Infrastructure for AI workloads 

IBM Journey to AI blog

Artificial intelligence (AI) is revolutionizing industries by enabling advanced analytics, automation and personalized experiences. Enterprises have reported a 30% productivity gain in application modernization after implementing Gen AI. However, the success of AI initiatives heavily depends on the underlying infrastructure’s ability to support demanding workloads efficiently.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

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

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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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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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The Advancement of AI and Mixed Reality Technologies for Continued Training and Development in the Healthcare Industry

Unite.AI

While advancements have transformed many aspects of our lives over the past century, training and teaching has in a large part relied on a single person imparting their knowledge to a group, either in person or on-line. This is validated by the standardised testing system, built from a curriculum designed to serve the needs of a wide spectrum of learners.

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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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The Rise of Mixture-of-Experts for Efficient Large Language Models

Unite.AI

In the world of natural language processing (NLP), the pursuit of building larger and more capable language models has been a driving force behind many recent advancements. However, as these models grow in size, the computational requirements for training and inference become increasingly demanding, pushing against the limits of available hardware resources.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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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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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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‘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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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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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

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

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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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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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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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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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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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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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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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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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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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The Tumultuous IT Landscape Is Making Hiring More Difficult

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!

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Instant Latte: NVIDIA Gen AI Research Brews 3D Shapes in Under a Second

NVIDIA

NVIDIA researchers have pumped a double shot of acceleration into their latest text-to-3D generative AI model, dubbed LATTE3D. Like a virtual 3D printer, LATTE3D turns text prompts into 3D representations of objects and animals within a second. Crafted in a popular format used for standard rendering applications, the generated shapes can be easily served up in virtual environments for developing video games, ad campaigns, design projects or virtual training grounds for robotics.

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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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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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Improving the Accuracy of Generative AI Systems: A Structured Approach

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.

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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.

AI 95
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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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