insideBIGDATA
NOVEMBER 30, 2023
Today, November 30, 2023, mark’s the first anniversary of OpenAI’s ChatGPT. In the last year, the AI chatbot has secured support from major Silicon Valley companies and seen integration across various fields including academia, the arts, marketing, medicine, gaming, and government. These are exciting times, so we decided to put together this round-up of commentaries from around the big data ecosystem.
Analytics Vidhya
NOVEMBER 30, 2023
Introduction ChatGPT is a powerful language model developed by OpenAI that has taken the world by storm with its ability to understand and conversationally respond to human input. One of the most exciting features of ChatGPT is its ability to generate code snippets in various programming languages, including Python, Java, JavaScript, and C++. This feature […] The post ChatGPT’s Code Interpreter: GPT-4 Advanced Data Analysis for Data Scientists appeared first on Analytics Vidhya.
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insideBIGDATA
NOVEMBER 30, 2023
In this contributed article, Magnus Revang, Chief Product Officer of Openstream.ai, points out that In the Large Language Model space, one acronym is frequently put forward as the solution to all the weaknesses. Hallucinations? RAG. Privacy? RAG. Confidentiality? RAG. Unfortunately, when asked to define RAG, the definitions are all over the place.
Analytics Vidhya
NOVEMBER 30, 2023
In a major revelation, a recent research paper titled “Extracting Training Data from ChatGPT” exposed a startling vulnerability in the widely-used language model. The study, conducted by a team of researchers, discloses that it is possible to extract several megabytes of ChatGPT’s training data for a mere two hundred dollars, unraveling a potential data breach […] The post Shocking News: ChatGPT’s Vulnerability to Data Breach appeared first on Analytics Vidhya.
Speaker: Jason Chester, Director, Product Management
In today’s manufacturing landscape, staying competitive means moving beyond reactive quality checks and toward real-time, data-driven process control. But what does true manufacturing process optimization look like—and why is it more urgent now than ever? Join Jason Chester in this new, thought-provoking session on how modern manufacturers are rethinking quality operations from the ground up.
databricks
NOVEMBER 30, 2023
We are excited to introduce five new integrations in Databricks Partner Connect—a one-stop portal enabling you to use partner solutions with your Databricks D.
Analytics Vidhya
NOVEMBER 30, 2023
In a development, Amazon Bedrock introduces the ability to assess, compare, and choose the optimal foundation models (FMs) tailored to your specific need. The Model Evaluation feature, now in preview, empowers developers with a range of evaluation tools, offering both automatic and human benchmarking options. The Power of Model Evaluation Model evaluations play a pivotal […] The post Amazon launches Bedrock: AI Model Evaluation with Human Benchmarking appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
NOVEMBER 30, 2023
In recent years, AI integration in healthcare has innovated diagnostics, treatment planning, and patient engagement. GPT-4 emerges as a game-changer, demonstrating potential in radiology’s natural language tasks. A collaborative research paper, “Exploring the Boundaries of GPT-4 in Radiology,” is being presented at EMNLP 2023, and delves into AI’s impact on radiologists’ workflow.
Data Science Dojo
NOVEMBER 30, 2023
Are you already aware of the numerous advantages of using AI tools like GPT 3.5 and GPT 4? Then skip the intro and quickly head to its comparative analysis. We will briefly define the core differences offered in both versions. What is GPT, and why do we need it? ChatGPT is used by 92% of the Fortune 500 companies. GPT stands for Generative Pretrained Transformer, which is a large language model (LLM) chatbot developed by OpenAI.
Analytics Vidhya
NOVEMBER 30, 2023
In a recent development, the DeepSeek LLM has emerged as a formidable force in the realm of language models, boasting an impressive 67 billion parameters. Trained meticulously from scratch on an expansive dataset of 2 trillion tokens in both English and Chinese, the DeepSeek LLM has set new standards for research collaboration by open-sourcing its […] The post DeepSeek: China’s Latest Language Model appeared first on Analytics Vidhya.
Dataconomy
NOVEMBER 30, 2023
Fooocus breathes new life into AI-powered image generation, making it very easy to use Stable Diffusion models. Fooocus is an image generation software that simplifies the process of creating stunning images using Stable Diffusion. Unlike other SD interfaces like ComfyUI , Fooocus requires just a single prompt, making it easy for even beginners to get started, just as easy as how Midjourney works. ”Fooocus is an image generating software (based on Gradio).
Speaker: Kenten Danas, Senior Manager, Developer Relations
ETL and ELT are some of the most common data engineering use cases, but can come with challenges like scaling, connectivity to other systems, and dynamically adapting to changing data sources. Airflow is specifically designed for moving and transforming data in ETL/ELT pipelines, and new features in Airflow 3.0 like assets, backfills, and event-driven scheduling make orchestrating ETL/ELT pipelines easier than ever!
Analytics Vidhya
NOVEMBER 30, 2023
In a surprising turn of events, tech giants Apple and Google have diverged from their usual patterns in selecting their ‘App of the Year.’ While hiking and biking companion AllTrails clinched the top spot for Apple’s iPhone App of the Year, Google Play crowned the educational app Imprint: Learn Visually as its best app. The […] The post Apple and Google Overlooks ChatGPT as App of the Year appeared first on Analytics Vidhya.
Machine Learning Research at Apple
NOVEMBER 30, 2023
*=Equal Contributors Current machine learning models for vision are often highly specialized and limited to a single modality and task. In contrast, recent large language models exhibit a wide range of capabilities, hinting at a possibility for similarly versatile models in computer vision. In this paper, we take a step in this direction and propose a multimodal training scheme called 4M.
Hacker News
NOVEMBER 30, 2023
Researchers say cyber-criminals are offering big sums for hotels' log-in details to target holidaymakers.
NOVEMBER 30, 2023
The companies had honed a protocol for releasing artificial intelligence ambitiously but safely. Then OpenAI’s board exploded all their carefully laid plans. At around 11:30 a.m.
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Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Hacker News
NOVEMBER 30, 2023
Code is read more than written, code is run more than read. I think this line of thought can be extended beyond code-writing, and used as a rule of thumb to identify problems and make decisions.
NOVEMBER 30, 2023
"It's wild to us that our attack works.
Hacker News
NOVEMBER 30, 2023
Roadrunner defines a radical new class of operator-supervised autonomous air vehicles capable of high subsonic speeds, high G-force maneuvers, and VTOL return to base for reuse.
NOVEMBER 30, 2023
Amazon’s (AMZN) AWS re:Invent developer conference kicked off with a slew of announcements this week. The early takeaway?
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Hacker News
NOVEMBER 30, 2023
Upon its release in late 2022, ChatGPT has brought a seismic shift in the entire landscape of AI, both in research and commerce. Through instruction-tuning a large language model (LLM) with supervised fine-tuning and reinforcement learning from human feedback, it showed that a model could answer human questions and follow instructions on a broad panel of tasks.
NOVEMBER 30, 2023
The program now lets users create an unlimited number of custom voices that vary by gender, age, and tone. Thanks to AI voice cloning, anyone can sound like Joe Rogan, Oprah, or even Darth Vader.
Hacker News
NOVEMBER 30, 2023
A few months ago, a STEM and economics literate global decarbonization executive for a $4 billion annual revenue logistics business. [continued] The post What Drives This Madness On Small Modular Nuclear Reactors? appeared first on CleanTechnica.
Dataconomy
NOVEMBER 30, 2023
In an era dominated by digital communication, the role of executives in shaping a company’s online presence is more crucial than ever. Social media platforms have evolved beyond personal networking, transforming into powerful professional communication and brand-building tools. This article explores the significance of executives engaging in social media and how social leadership can bring value to individuals and the organizations they represent.
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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate
Hacker News
NOVEMBER 30, 2023
The BBC Scotland drama Scotch on the Rocks was so contentious it has been locked away for 50 years.
NOVEMBER 30, 2023
A new study reveals a significant link between individuals' musical tastes and their moral values.
Hacker News
NOVEMBER 30, 2023
This post is the second part of a multi-series blog focused on how to accelerate generative AI models with pure, native PyTorch. We are excited to share a breadth of newly released PyTorch performance features alongside practical examples to see how far we can push PyTorch native performance. In part one, we showed how to accelerate Segment Anything over 8x using only pure, native PyTorch.
Analytics Vidhya
NOVEMBER 30, 2023
In this Leading with Data episode, Rajan Sethuraman, CEO of LatentView Analytics, discusses his journey from Accenture to leading a fast-growing analytics firm. He highlights challenges in transforming LatentView, stressing generative AI, talent acquisition, and geographic expansion. Rajan shares insights for those starting careers in data analytics.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Hacker News
NOVEMBER 30, 2023
It uncovered systemic problems with offset markets and recommended that the public university system focus on cutting its direct emissions instead.
NOVEMBER 30, 2023
Since social media entered our lives, influencer marketing has become a powerful tool for brands to build awareness and for individuals looking to become brands themselves.
Hacker News
NOVEMBER 30, 2023
The coming years will be filled with innovation in areas designed to democratize access to technology and help us keep up with the increasing pace of every-day life -- and it starts with Generative AI.
NOVEMBER 30, 2023
The technology is less important than the ideas it represents. ChatGPT is one year old today, and it’s accomplished a lot in its first trip around the sun.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
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