The document is a list of 20 lines that are all identical. It states "Presented by www.ziaraat.com" 20 consecutive times without any other text or variation. The high-level summary is that the document repeatedly promotes or is associated with the website www.ziaraat.com.
The document is a collection of lines stating "Presented by www.ziaraat.com" repeated many times with no other substantive information provided. It does not have a clear purpose or convey any essential ideas or facts in need of summarizing.
The document is a series of repeated statements that the content is "Presented by www.ziaraat.com" with no other descriptive text provided. Therefore, it does not contain any essential information that can be summarized.
The document provides an introduction to key concepts in the Indian constitution, including sovereignty, democracy, socialism, secularism, republic, and citizenship. It explains that the Indian constitution was formulated by the constituent assembly and reflects the ideas that arose during the independence struggle. It establishes that sovereignty lies with the people, democracy is ensured through representative assemblies, socialism aims to reduce inequality and raise living standards, secularism means there is no official religion, India is a republic with an elected head of state, and citizenship guarantees equality.
The document is a list of 20 lines that are all identical. It states "Presented by www.ziaraat.com" 20 consecutive times without any other text or variation. The high-level summary is that the document repeatedly promotes or is associated with the website www.ziaraat.com.
The document is a collection of lines stating "Presented by www.ziaraat.com" repeated many times with no other substantive information provided. It does not have a clear purpose or convey any essential ideas or facts in need of summarizing.
The document is a series of repeated statements that the content is "Presented by www.ziaraat.com" with no other descriptive text provided. Therefore, it does not contain any essential information that can be summarized.
The document provides an introduction to key concepts in the Indian constitution, including sovereignty, democracy, socialism, secularism, republic, and citizenship. It explains that the Indian constitution was formulated by the constituent assembly and reflects the ideas that arose during the independence struggle. It establishes that sovereignty lies with the people, democracy is ensured through representative assemblies, socialism aims to reduce inequality and raise living standards, secularism means there is no official religion, India is a republic with an elected head of state, and citizenship guarantees equality.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses scanning a document with an ACE scanner. It repeats the phrase "Scanned with ACE Scanner" multiple times without providing any other context or details about the scanning process or results. The summary is limited due to the brevity and lack of substantive information contained within the original document.
The document discusses the importance of diversity and inclusion in the workplace. It notes that a diverse workforce leads to better problem solving and decision making by bringing in a variety of perspectives. The document encourages companies to promote diversity through their policies and culture in order to gain competitive advantages and strengthen communities.
The document does not contain any text to summarize. It only contains line numbers 92, 93 and 94 without any accompanying text. In 3 sentences or less, I am unable to provide a meaningful summary as there is no content within the given document to summarize.
This document appears to be random characters and does not contain any coherent information that can be summarized in 3 sentences or less. The document does not convey any clear meaning or ideas that could be extracted to create a useful summary.
This very short document does not contain enough contextual information to generate a meaningful 3 sentence summary. It includes only nonsensical characters and numbers that do not convey any clear ideas, concepts, events, or other essential information that could be summarized at a high level.
Ziyarat e Imam e Zamana (atfs) Roz e Jumma.pdfshia qaum
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise boosts blood flow, releases endorphins, and promotes changes in the brain which help regulate emotions and stress levels.
This document does not contain any meaningful information to summarize. It consists of random characters without any context or identifiable content that could be condensed into a multi-sentence summary.
The document is a list of text repeating "Presented by www.ziaraat.com" over 100 times without any other context or information provided. It does not have a clear purpose or meaning and simply repeats the same phrase multiple times.
The document discusses the history and development of artificial intelligence over the past 70 years. It outlines some of the key milestones in AI research including the creation of logic theories, machine learning algorithms, and neural networks. Recent advances in deep learning have led to AI systems that can perform complex tasks like object recognition and language translation.
Build applications with generative AI on Google CloudMárton Kodok
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses scanning a document with an ACE scanner. It repeats the phrase "Scanned with ACE Scanner" multiple times without providing any other context or details about the scanning process or results. The summary is limited due to the brevity and lack of substantive information contained within the original document.
The document discusses the importance of diversity and inclusion in the workplace. It notes that a diverse workforce leads to better problem solving and decision making by bringing in a variety of perspectives. The document encourages companies to promote diversity through their policies and culture in order to gain competitive advantages and strengthen communities.
The document does not contain any text to summarize. It only contains line numbers 92, 93 and 94 without any accompanying text. In 3 sentences or less, I am unable to provide a meaningful summary as there is no content within the given document to summarize.
This document appears to be random characters and does not contain any coherent information that can be summarized in 3 sentences or less. The document does not convey any clear meaning or ideas that could be extracted to create a useful summary.
This very short document does not contain enough contextual information to generate a meaningful 3 sentence summary. It includes only nonsensical characters and numbers that do not convey any clear ideas, concepts, events, or other essential information that could be summarized at a high level.
Ziyarat e Imam e Zamana (atfs) Roz e Jumma.pdfshia qaum
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise boosts blood flow, releases endorphins, and promotes changes in the brain which help regulate emotions and stress levels.
This document does not contain any meaningful information to summarize. It consists of random characters without any context or identifiable content that could be condensed into a multi-sentence summary.
The document is a list of text repeating "Presented by www.ziaraat.com" over 100 times without any other context or information provided. It does not have a clear purpose or meaning and simply repeats the same phrase multiple times.
The document discusses the history and development of artificial intelligence over the past 70 years. It outlines some of the key milestones in AI research including the creation of logic theories, machine learning algorithms, and neural networks. Recent advances in deep learning have led to AI systems that can perform complex tasks like object recognition and language translation.
Build applications with generative AI on Google CloudMárton Kodok
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
The Ipsos - AI - Monitor 2024 Report.pdfSocial Samosa
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
Open Source Contributions to Postgres: The Basics POSETTE 2024ElizabethGarrettChri
Postgres is the most advanced open-source database in the world and it's supported by a community, not a single company. So how does this work? How does code actually get into Postgres? I recently had a patch submitted and committed and I want to share what I learned in that process. I’ll give you an overview of Postgres versions and how the underlying project codebase functions. I’ll also show you the process for submitting a patch and getting that tested and committed.
Orchestrating the Future: Navigating Today's Data Workflow Challenges with Ai...Kaxil Naik
Navigating today's data landscape isn't just about managing workflows; it's about strategically propelling your business forward. Apache Airflow has stood out as the benchmark in this arena, driving data orchestration forward since its early days. As we dive into the complexities of our current data-rich environment, where the sheer volume of information and its timely, accurate processing are crucial for AI and ML applications, the role of Airflow has never been more critical.
In my journey as the Senior Engineering Director and a pivotal member of Apache Airflow's Project Management Committee (PMC), I've witnessed Airflow transform data handling, making agility and insight the norm in an ever-evolving digital space. At Astronomer, our collaboration with leading AI & ML teams worldwide has not only tested but also proven Airflow's mettle in delivering data reliably and efficiently—data that now powers not just insights but core business functions.
This session is a deep dive into the essence of Airflow's success. We'll trace its evolution from a budding project to the backbone of data orchestration it is today, constantly adapting to meet the next wave of data challenges, including those brought on by Generative AI. It's this forward-thinking adaptability that keeps Airflow at the forefront of innovation, ready for whatever comes next.
The ever-growing demands of AI and ML applications have ushered in an era where sophisticated data management isn't a luxury—it's a necessity. Airflow's innate flexibility and scalability are what makes it indispensable in managing the intricate workflows of today, especially those involving Large Language Models (LLMs).
This talk isn't just a rundown of Airflow's features; it's about harnessing these capabilities to turn your data workflows into a strategic asset. Together, we'll explore how Airflow remains at the cutting edge of data orchestration, ensuring your organization is not just keeping pace but setting the pace in a data-driven future.
Session in https://budapestdata.hu/2024/04/kaxil-naik-astronomer-io/ | https://dataml24.sessionize.com/session/667627
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
