Tue.Jun 11, 2024

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Optimizing LLMs with Mistral AI’s New Fine-Tuning APIs

Analytics Vidhya

Introduction Fine-tuning enables large language models to better align with specific tasks, teach new facts, and incorporate new information. Fine-tuning significantly improves performance compared to prompting, typically surpassing larger models due to its speed and cost-effectiveness. It offers superior task alignment because it undergoes specific training for these tasks.

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LightAutoML: AutoML Solution for a Large Financial Services Ecosystem

Unite.AI

Although AutoML rose to popularity a few years ago, the ealy work on AutoML dates back to the early 90’s when scientists published the first papers on hyperparameter optimization. It was in 2014 when ICML organized the first AutoML workshop that AutoML gained the attention of ML developers. One of the major focuses over the years of AutoML is the hyperparameter search problem, where the model implements an array of optimization methods to determine the best performing hyperparameters in a large

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Stored Procedure in SQL

Analytics Vidhya

Introduction Stored procedures are a crucial part of SQL databases. They consist of prepared SQL code that you can save and reuse. This feature helps avoid writing the same queries repeatedly. You can call the stored procedure to execute the saved code. Additionally, stored procedures can accept parameters, making them versatile and dynamic. This article […] The post Stored Procedure in SQL appeared first on Analytics Vidhya.

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Approaches to migrating your VMware workloads to AWS   

IBM Journey to AI blog

The VMware® acquisition by Broadcom has changed VMware’s product and partner strategies. In November 2023, Broadcom finalized its acquisition (link resides outside ibm.com) of VMware for USD 69 billion, with an aim to enhance its multicloud strategy. Further to the acquisition, Broadcom decided to discontinue (link resides outside ibm.com) its AWS authorization to resell VMware Cloud on AWS as of 30 April 2024.

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AI in Marketing & Sales: Today’s Tools, Tomorrow’s Potential

Speaker: Kevin Burke

AI is reshaping marketing and sales, empowering professionals to work smarter, faster, and more effectively. This webinar will provide a practical introduction to AI, focusing on its current applications, transformative potential, and strategies for successful implementation in your organization. Using real-world examples and actionable insights, we’ll examine how businesses are leveraging AI to increase efficiency, enhance personalization, and drive measurable results.

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80+ Excel Shortcuts That You Should Know in 2024

Analytics Vidhya

Introduction Undoubtedly, Microsoft Excel is one of the most important tools in quick-paced data processing and analysis. Because of its capacity to function well in a dynamic environment, Excel has become more well-known and acknowledged as a valuable tool among research, data science, accounting, and finance professionals. It is a commonly used program, especially with […] The post 80+ Excel Shortcuts That You Should Know in 2024 appeared first on Analytics Vidhya.

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What is Exploratory Data Analysis (EDA) and How Does it Work?

Analytics Vidhya

Introduction Exploratory Data Analysis (EDA) is a process of describing the data by means of statistical and visualization techniques in order to bring important aspects of that data into focus for further analysis. This involves inspecting the dataset from many angles, describing & summarizing it without making any assumptions about its contents.

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Qwen2 – Alibaba’s Latest Multilingual Language Model Challenges SOTA like Llama 3

Unite.AI

After months of anticipation, Alibaba's Qwen team has finally unveiled Qwen2 – the next evolution of their powerful language model series. Qwen2 represents a significant leap forward, boasting cutting-edge advancements that could potentially position it as the best alternative to Meta's celebrated Llama 3 model. In this technical deep dive, we'll explore the key features, performance benchmarks, and innovative techniques that make Qwen2 a formidable contender in the realm of large language

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Pattern Program in Python

Analytics Vidhya

Introduction In this comprehensive guide, we’ll delve into the world of pattern programming using Python, a fundamental exercise for mastering nested loops and output formatting. This article covers a wide array of patterns, including basic star and number patterns, such as right triangles and pyramids, as well as more intricate designs like Pascal’s Triangle, spiral […] The post Pattern Program in Python appeared first on Analytics Vidhya.

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How AI Enhances Digital Forensics

Unite.AI

Digital forensics professionals can use artificial intelligence to accelerate and enhance their current processes, shrinking their investigation time and improving efficiency. However, while its impact is mostly positive, some issues do exist. Can AI replace forensics analysts? More importantly, would AI-driven findings even hold up in court? What Is Digital Forensic Science?

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AI for Paralegals: Everything You Need to Know (and How to Use It Safely)

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Ready to cut through the AI hype and learn exactly how to use these tools in your legal work? Join this webinar to get practical guidance from attorney and AI legal expert, Joe Stephens, who understands what really matters for legal professionals! What You'll Learn: Evaluate AI Tools Like a Pro 🔍 Learn which tools are worth your time and how to spot potential security and ethics risks before they become problems.

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Mastering Line Plots with Matplotlib

Analytics Vidhya

Introduction This post provides a thorough tutorial on using Matplotlib, a potent Python data visualization tool, to create and modify line plots. It covers setting up an environment, generating sample data, and constructing basic graphs. Additional modification methods covered in the guide include altering line styles, plotting multiple lines, adding markers, and adding annotations.

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Hallucination Control: Benefits and Risks of Deploying LLMs as Part of Security Processes

Unite.AI

Large Language Models (LLMs) trained on vast quantities of data can make security operations teams smarter. LLMs provide in-line suggestions and guidance on response, audits, posture management, and more. Most security teams are experimenting with or using LLMs to reduce manual toil in workflows. This can be both for mundane and complex tasks. For example, an LLM can query an employee via email if they meant to share a document that was proprietary and process the response with a recommendation

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HLOOKUP in Excel

Analytics Vidhya

Introduction Does it take you forever to find your lost sock? Do you also find it difficult to search for some particular data on an Excel sheet? While we may not be able to help you with the first, we definitely have an Excel function to help you with the second. Meet the HLOOKUP function! […] The post HLOOKUP in Excel appeared first on Analytics Vidhya.

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Introducing AI/BI: Intelligent Analytics for Real-World Data

databricks

Today, we are excited to announce Databricks AI/BI , a new type of business intelligence product built from the ground up to deeply.

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4 HR Priorities for 2025 to Supercharge Your Employee Experience

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

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Reimagining software development with the Amazon Q Developer Agent

AWS Machine Learning Blog

Amazon Q Developer is an AI-powered assistant for software development that reimagines the experience across the entire software development lifecycle, making it faster to build, secure, manage, and optimize applications on or off of AWS. The Amazon Q Developer Agent includes an agent for feature development that automatically implements multi-file features, bug fixes, and unit tests in your integrated development environment (IDE) workspace using natural language input.

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Benchmarking Federated Learning for Large Language Models with FedLLM-Bench

Marktechpost

Large language models (LLMs) have achieved remarkable success across various domains, but training them centrally requires massive data collection and annotation efforts, making it costly for individual parties. Federated learning (FL) has emerged as a promising solution, enabling collaborative training of LLMs on decentralized data while preserving privacy (FedLLM).

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New Starlink Satellites Could Orbit at Lower Altitudes to Reduce Latency

Extreme Tech

SpaceX CEO Elon Musk mused about lower orbits while playing Diablo IV.

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Advancing Reliable Question Answering with the CRAG Benchmark

Marktechpost

Large Language Models (LLMs) have revolutionized Natural Language Processing (NLP), particularly in Question Answering (QA). However, hallucination remains a significant obstacle as LLMs may generate factually inaccurate or ungrounded responses. Studies reveal that even state-of-the-art models like GPT-4 struggle with accurately answering questions involving changing facts or less popular entities.

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Trial Prep: What Attorneys Really Want (And How to Deliver It)

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Get ready to uncover what attorneys really need from you when it comes to trial prep in this new webinar! Attorney and law professor, Joe Stephens, J.D., will share proven techniques for anticipating attorney needs, organizing critical documents, and transforming complex information into compelling case presentations. Key Learning Objectives: Organization That Makes Sense 🎯 Learn how to structure and organize case materials in ways that align with how attorneys actually work and think.

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Get started quickly with AWS Trainium and AWS Inferentia using AWS Neuron DLAMI and AWS Neuron DLC

AWS Machine Learning Blog

Starting with the AWS Neuron 2.18 release , you can now launch Neuron DLAMIs (AWS Deep Learning AMIs) and Neuron DLCs (AWS Deep Learning Containers) with the latest released Neuron packages on the same day as the Neuron SDK release. When a Neuron SDK is released, you’ll now be notified of the support for Neuron DLAMIs and Neuron DLCs in the Neuron SDK release notes, with a link to the AWS documentation containing the DLAMI and DLC release notes.

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Report: Intel Pauses Construction on Its $25 Billion Fab in Israel

Extreme Tech

The company has yet to confirm or deny reports of any delays.

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Enhancing Large-scale Parallel Training Efficiency with C4 by Alibaba

Marktechpost

The training of Large Language Models (LLMs) like GPT-3 and Llama on a large scale faces significant inefficiencies due to hardware failures and network congestion. These issues lead to substantial GPU resource waste and extended training durations. Specifically, hardware malfunctions cause interruptions in training, and network congestions force GPUs to wait for parameter synchronization, further delaying the training process.

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How Wiz is empowering organizations to remediate security risks faster with Amazon Bedrock

AWS Machine Learning Blog

Wiz is a cloud security platform that enables organizations to secure everything they build and run in the cloud by rapidly identifying and removing critical risks. Over 40% of the Fortune 100 trust Wiz’s purpose-built cloud security platform to gain full-stack visibility, accurate risk prioritization, and enhanced business agility. Organizations can connect Wiz in minutes to scan the entire cloud environment without agents and identify the issues representing real risk.

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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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Only 14% of Inhouse Lawyers ‘Never’ Use GenAI – Survey

Artificial Lawyer

A survey by Juro of 105 inhouse lawyers around the world has found that only 14.3%, (i.e. 15 of the 105), were ‘never’ using any GenAI tools at all.

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Apple Intelligence: Leading the Way in On-Device AI with Advanced Fine-Tuned Models and Privacy

Marktechpost

Apple made a significant announcement, strongly advocating for on-device AI through its newly introduced Apple Intelligence. This innovative approach emphasizes the integration of a ~3 billion parameter language model (LLM) on devices like Mac, iPhone, and iPad, leveraging fine-tuned LoRA adapters to perform specialized tasks. This model claims to outperform larger models, such as the 7 billion and 3 billion parameter LLMs, marking a major step forward in on-device AI capabilities.

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Mitratech Buys Doc Auto Old-Timer HotDocs From CARET

Artificial Lawyer

HotDocs, which can trace its roots back to 1993 and helped pioneer the field of document automation, has been sold to Mitratech, the technology conglomerate.

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Sprinklr improves performance by 20% and reduces cost by 25% for machine learning inference on AWS Graviton3

AWS Machine Learning Blog

This is a guest post co-written with Ratnesh Jamidar and Vinayak Trivedi from Sprinklr. Sprinklr’s mission is to unify silos, technology, and teams across large, complex companies. To achieve this, we provide four product suites, Sprinklr Service, Sprinklr Insights, Sprinklr Marketing, and Sprinklr Social, as well as several self-serve offerings. Each of these products are infused with artificial intelligence (AI) capabilities to deliver exceptional customer experience.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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New Lung Cancer Treatment Boasts 'Unprecedented' Trial Results

Extreme Tech

The experimental drug is capable of preventing lung cancer progression for far longer than any other treatment in history.

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Answers: Generative AI as Learning Tool

O'Reilly Media

At O’Reilly, we’re not just building training materials about AI. We’re also using it to build new kinds of learning experiences. One of the ways we are putting AI to work is our update to Answers. Answers is a generative AI-powered feature that aims to answer questions in the flow of learning. It’s in every book, on-demand course, and video, and will eventually be available across our entire learning platform.

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Hanzo Offers Gigabyte Pricing for ‘Smaller LLMs’, ‘10X Cheaper’

Artificial Lawyer

eDiscovery company Hanzo is making its Spotlight AI technology generally available, which they claim ‘drastically lowers the cost’ of applying ‘smaller LLMs’ to enterprise legal.

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