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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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.

professionals

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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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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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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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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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Collection of Free Courses to Learn Data Science, Data Engineering, Machine Learning, MLOps, and LLMOps

KDnuggets

Begin your data professional journey from the basics of statistics to building a production-grade AI application.

More Trending

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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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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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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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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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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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Cencora data breach is unfortunately confirmed

Dataconomy

The Cencora data breach resulted in unauthorized access and theft of data from its corporate IT systems. Formerly identified as AmerisourceBergen, Cencora plays a key role in the pharmaceutical industry by providing drug distribution and healthcare solutions to doctor’s offices, pharmacies, and animal health services. What’s the extent of the Cencora data breach?

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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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5 Free Courses to Master Statistics for Data Science

KDnuggets

Want to learn statistics for data science? Check out these free courses to learn essential statistics concepts.

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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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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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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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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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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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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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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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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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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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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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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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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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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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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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How Meta’s Llama 3 will impact the future of AI

IBM Journey to AI blog

In January of 2024, Meta CEO Mark Zuckerberg announced in an Instagram video that Meta AI had recently begun training Llama 3. This latest generation of the LLaMa family of large language models (LLMs) follows the Llama 1 models (originally stylized as “LLaMA”) released in February 2023 and Llama 2 models released in July. Though specific details (like model sizes or multimodal capabilities) have not yet been announced, Zuckerberg indicated Meta’s intent to continue to open sou

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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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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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Apple reverses course on death of Progressive Web Apps in EU

Hacker News

After a few weeks of internet drama, Apple has responded to complaints about the death of Progressive Web Apps in the European Union and is restoring them to how they worked in iOS 17.3 and before.

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More than 1 billion people have obesity, including 159 million young people, study estimates

Hacker News

More than 1 billion people — or one in eight people worldwide — are now estimated to have obesity, a new study finds. Obesity rates grew particularly fast among children and teens, quadrupling from 1990 to 2022, the latest year the analysis looked at, while rates among adults more than doubled. That comes to 159 million children and teens with obesity, and 879 million adults, according to the study, published Thursday in the Lancet and conducted by the NCD Risk Factor Collaboration

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Calendar Meeting Links Used to Spread Mac Malware

Hacker News

Malicious hackers are targeting people in the cryptocurrency space in attacks that start with a link added to the target’s calendar at Calendly , a popular application for scheduling appointments and meetings. The attackers impersonate established cryptocurrency investors and ask to schedule a video conference call. But clicking the meeting link provided by the scammers prompts the user to run a script that quietly installs malware on macOS systems.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating