Sat.Feb 24, 2024 - Fri.Mar 01, 2024

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A Brief Overview of the Strengths and Weaknesses Artificial Intelligence 

insideBIGDATA

In this contributed article, editorial consultant Jelani Harper suggests that since there are strengths and challenges for each form of AI, prudent organizations will combine these approaches for the most effective results. Certain solutions in this space combine vector databases and applications of LLMs alongside knowledge graph environs, which are ideal for employing Graph Neural Networks and other forms of advanced machine learning.

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How Blackbox AI Can Solve All Your Coding Problems

Analytics Vidhya

Introduction Stuck on a coding problem? Need a fresh perspective on your project? Blackbox.ai is your new AI-powered coding assistant, ready to supercharge your development workflow. Whether you’re seeking code suggestions in real-time, want to chat about complex concepts, or require assistance writing entire sections, Blackbox has you covered.

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Top 6 YouTube Series for Data Science Beginners

KDnuggets

Want to start your data science journey from home, for free, and work at your own pace? Have a dive into this data science roadmap using the YouTube series.

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Announcing Public Preview of Delta Sharing with Cloudflare R2 Integration

databricks

Special thanks to Phillip Jones, Senior Product Manager, and Harshal Brahmbhatt, Systems Engineer from Cloudflare for their contributions to this blog. Organizations across.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Heard on the Street – 2/29/2024

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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How to Use Gemma LLM?

Analytics Vidhya

Introduction Large language models (LLMs) are increasingly becoming powerful tools for understanding and generating human language. These models have achieved state-of-the-art results on different natural language processing tasks, including text summarization, machine translation, question answering, and dialogue generation. LLMs have even shown promise in more specialized domains, like healthcare, finance, and law.

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Groq sparks LPU vs GPU face-off

Dataconomy

The big LPU vs GPU debate when Groq has recently showcased its Language Processing Unit’s remarkable capabilities, setting new benchmarks in processing speed. This week, Groq’s LPU astounded the tech community by executing open-source Large Language Models (LLMs) like Llama-2, which boasts 70 billion parameters, at an impressive rate of over 100 tokens per second.

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How to Unit Test Machine Learning Code & Models

Eugene Yan

How it differs from unit testing typical software and some guidelines

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Ente: Open-Source, E2E Encrypted, Google Photos Alternative

Hacker News

Protect your photos and videos with Ente - a secure, cross-platform, open source, encrypted photos app. Automatic backups, end-to-end encryption, collaborative albums, family plans, library-sync, 1-click import, human support, locked photos, live photos, descriptions, private sharing, search and more.

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7 Free Harvard University Courses to Advance Your Skills

KDnuggets

Transform your tech career with one of the best universities in the world!

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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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EMO lets your photos talk

Dataconomy

Have you ever wished your still photos could speak or sing? Meet EMO, short for Emote Portrait Alive. Developed by researchers at Alibaba’s Institute for Intelligent Computing, EMO is an artificial intelligence system designed to do just that. EMO takes a unique approach to animation, bypassing complex 3D models by directly converting audio into video frames.

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McDonald’s Locations vs. Golf Courses

FlowingData

I read that there are more golf courses than there are McDonald’s locations in the United States, which seemed surprising. There are about 16,000 golf courses and 13,000 McDonald’s locations. How could this be? Obviously, there are a lot of McDonald’s locations, but where are all these golf courses? Some maps made it clear.

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Lazarus and the FudModule rootkit: Beyond BYOVD with an admin-to-kernel zero-day

Hacker News

The Lazarus Group is back with an upgraded variant of their FudModule rootkit, this time enabled by a zero-day admin-to-kernel vulnerability for CVE-2024-21338. Read this blog for a detailed analysis of this rootkit variant and learn more about several new techniques, including a handle table entry manipulation technique that directly targets Microsoft Defender, CrowdStrike Falcon, and HitmanPro.

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Free Data Analyst Bootcamp for Beginners

KDnuggets

Want to become a data analyst? This free beginner-friendly data analyst bootcamp is all you need.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Real-Time Sentiment Analysis with Kafka and PySpark

Towards AI

Last Updated on February 29, 2024 by Editorial Team Author(s): Hira Akram Originally published on Towards AI. Diagram by author As technology continues to advance, the generation of data increases exponentially. In this dynamically changing landscape, businesses must pivot towards data-driven models to maintain a competitive edge. Time emerges as a critical factor in this equation, where the ability to make timely decisions surpasses all other strategies.

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Map of most common domesticated animals

FlowingData

Based on data from the USDA Census of Agriculture , this map by John Johnson shows the predominant domesticated animal in each county in the United States. It nonchalantly includes humans.

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On the genetic basis of tail-loss evolution in humans and apes

Hacker News

The loss of the tail is among the most notable anatomical changes to have occurred along the evolutionary lineage leading to humans and to the ‘anthropomorphous apes’1–3, with a proposed role in contributing to human bipedalism4–6. Yet, the genetic mechanism that facilitated tail-loss evolution in hominoids remains unknown. Here we present evidence that an individual insertion of an Alu element in the genome of the hominoid ancestor may have contributed to tail-loss evolu

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Vector Database for LLMs, Generative AI, and Deep Learning

KDnuggets

Exploring the limitless possibilities of AI and making it context-aware.

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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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Size Matters: How Big Is Too Big for An LLM?

Towards AI

Last Updated on February 24, 2024 by Editorial Team Author(s): Dr. Leon Eversberg Originally published on Towards AI. Compute-optimal large language models according to the Chinchilla paperThe evolution of GPT’s number of parameters over time. Large Language Models (LLMs) have grown rapidly in size over the past few years. As shown in the graph above, GPT-1 was released in 2018 with 117 million parameters.

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Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning Blog

Amazon Bedrock provides a broad range of models from Amazon and third-party providers, including Anthropic, AI21, Meta, Cohere, and Stability AI, and covers a wide range of use cases, including text and image generation, embedding, chat, high-level agents with reasoning and orchestration, and more. Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-

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California's fast food law exempts Panera Gov. Newsom's relationship

Hacker News

As California prepares to implement a new law that requires major fast food chains to pay workers a minimum of $20 an hour starting in April, a new report explains why the governor's relationship with a billionaire helped exempt Panera Bread and chain restaurants like it.

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Renewable energy in action: Examples and use cases for fueling the future

IBM Journey to AI blog

As more countries, companies and individuals seek energy sources beyond fossil fuels, interest in renewable energy continues to rise. In fact, world-wide capacity for energy from solar, wind and other renewable sources increased by 50% in 2023. More than 110 countries at the United Nations’ COP28 climate change conference agreed to triple that capacity by 2030, and global investment in clean energy transition hit a record high of USD 1.8 trillion in 2023.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Qualcomm At MWC 2024: Spatial Computing, Loads Of AI And 5G/6G Demos

MoorInsights for Forbes

Analyst Anshel Sag reviews the latest 5G, AI, spatial computing and automotive announcements from Qualcomm at Mobile World Congress Barcelona 2024.

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How Axfood enables accelerated machine learning throughout the organization using Amazon SageMaker

AWS Machine Learning Blog

This is a guest post written by Axfood AB. In this post, we share how Axfood, a large Swedish food retailer, improved operations and scalability of their existing artificial intelligence (AI) and machine learning (ML) operations by prototyping in close collaboration with AWS experts and using Amazon SageMaker. Axfood is Sweden’s second largest food retailer, with over 13,000 employees and more than 300 stores.

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The game magazine that spent two years taunting a Final Fantasy VIII hater

Hacker News

I'm unsure how popular GameNOW magazine was, but over the course of two years, they pulled off one of the weirdest running gags I've seen in a game magazine, just to have fun at the expense of an irate reader who didn't like Final Fantasy VIII.

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How IBM is helping accelerate AI adoption and application centric connectivity

IBM Journey to AI blog

This week, as thousands of network operators, technology vendors, and mobile device providers from all over the world converge on Barcelona for Mobile World Congress , it’s the perfect time to discuss how IBM® is shaping the future of network operations and telecommunications. Outside the glitz of new phones, connected cars and 5G with everything, there are some real challenges the industry must address.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Fine-Tuning LLMs: Use Case Examples

Towards AI

Last Updated on February 24, 2024 by Editorial Team Author(s): Leo Tisljaric, PhD Originally published on Towards AI. From LLM-based machine translations to text generation fine-tuning, find all the theory, examples, and code in one place.Working on AI (Image by: Author) In one of his recent interviews, famous AI scientist Yann LeCun said that we do not have to seek general intelligence because even humans do not have it as „machines“ that have very specific and limited knowledge and skills.

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Techniques and approaches for monitoring large language models on AWS

AWS Machine Learning Blog

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), improving tasks such as language translation, text summarization, and sentiment analysis. However, as these models continue to grow in size and complexity, monitoring their performance and behavior has become increasingly challenging. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness.

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Rendering protein structures inside cells at the atomic level with Unreal Engine

Hacker News

While the recent development of cryogenic electron tomography (CryoET) makes it possible to identify various macromolecules inside cells and determine their structure at near-atomic resolution, it remains challenging to visualize the complex cellular environment at the atomic level. One of the main hurdles in cell visualization is to render the millions of molecules in real time computationally.

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4 smart technologies modernizing sourcing strategy

IBM Journey to AI blog

Sourcing is getting smarter. To start, many organizations have already pivoted from a tactical to a strategic sourcing mindset—which can make all the difference when it comes to gaining and retaining a competitive advantage. Why? Because organizations with strategic sourcing mindsets look beyond price and cost savings-centered supplier selection initiatives.

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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.