Nickel concentrate at Cosmic Boy in AustraliaVacon Plc
Nickel is a corrosion-resistant metal used in many industrial and consumer products, including stainless steel. The Cosmic Boy nickel concentrate plant in Western Australia will be a vital asset for Western Areas, which is aiming to become a major nickel producer. VACON AC drives control a wide variety of pumps at the concentrator plant, for process flow and pressure control.
This document is a senior project proposal form completed by Amanda Price. She proposes a senior project on the topics of cosmetology and business. Specifically, she will intern at a makeup business called Painted Earth Skincare, attend one of their makeup events, help promote their products through advertisements, produce a short line of her own cosmetic products, hold a makeup event to sell the products where she will teach makeup application techniques, and connect her project to a future career in business and cosmetology. Her estimated costs are $300-500 and she will fund the costs herself. Her project facilitator will be Joanne M. McClure, the owner of Painted Earth Skincare, who has expertise in producing and selling
El documento describe brevemente el sistema educativo de Finlandia, el cual se basa en altos impuestos que financian escuelas públicas de alta calidad. Los maestros son los responsables del proceso educativo y son muy respetados. Los niños comienzan la escuela primaria a una edad temprana y el fracaso escolar es mínimo en comparación con otros países.
Εποίκα δύο τάματαν, κι’ εδέκα την καρδία μ’,
εφέκα 'τεναν αμανάτ’, 'ς σα xερόπα σ’ τα κρύαν,
Έκανα δύο τάματα, και έδωσα την καρδιά μου,
την άφησα ενέχυρο, στα χεράκια σου τα ψυχρά,
This document is a certificate issued by MITx and edX to Dylan Wilson for successfully completing and receiving a passing grade in the course 6.00.1x: Introduction to Computer Science and Programming Using Python. The certificate is signed by three professors from the Massachusetts Institute of Technology who are involved with MITx and online learning initiatives.
Nickel concentrate at Cosmic Boy in AustraliaVacon Plc
Nickel is a corrosion-resistant metal used in many industrial and consumer products, including stainless steel. The Cosmic Boy nickel concentrate plant in Western Australia will be a vital asset for Western Areas, which is aiming to become a major nickel producer. VACON AC drives control a wide variety of pumps at the concentrator plant, for process flow and pressure control.
This document is a senior project proposal form completed by Amanda Price. She proposes a senior project on the topics of cosmetology and business. Specifically, she will intern at a makeup business called Painted Earth Skincare, attend one of their makeup events, help promote their products through advertisements, produce a short line of her own cosmetic products, hold a makeup event to sell the products where she will teach makeup application techniques, and connect her project to a future career in business and cosmetology. Her estimated costs are $300-500 and she will fund the costs herself. Her project facilitator will be Joanne M. McClure, the owner of Painted Earth Skincare, who has expertise in producing and selling
El documento describe brevemente el sistema educativo de Finlandia, el cual se basa en altos impuestos que financian escuelas públicas de alta calidad. Los maestros son los responsables del proceso educativo y son muy respetados. Los niños comienzan la escuela primaria a una edad temprana y el fracaso escolar es mínimo en comparación con otros países.
Εποίκα δύο τάματαν, κι’ εδέκα την καρδία μ’,
εφέκα 'τεναν αμανάτ’, 'ς σα xερόπα σ’ τα κρύαν,
Έκανα δύο τάματα, και έδωσα την καρδιά μου,
την άφησα ενέχυρο, στα χεράκια σου τα ψυχρά,
This document is a certificate issued by MITx and edX to Dylan Wilson for successfully completing and receiving a passing grade in the course 6.00.1x: Introduction to Computer Science and Programming Using Python. The certificate is signed by three professors from the Massachusetts Institute of Technology who are involved with MITx and online learning initiatives.
Scientists have found evidence that the coronavirus may be mutating and adapting to humans. Analysis of over 5,300 coronavirus genomes from around the world showed that some strains have gained mutations in the spike protein that the virus uses to infect cells. While the mutations are still rare, they arose independently in different countries and may help the virus spread more easily. Scientists are concerned that more extensive mutations could impact the effectiveness of potential vaccines and treatments being developed that target the spike protein. Ongoing surveillance is needed to monitor any changes in the virus.
This document discusses efforts to restore and safeguard human life on Earth. It thanks the deities AuthorityGod TileKa Anand and Supremini Godesses Triskelonee for interactive messages received on April 23rd and 24th, 2020 regarding stopping activities that transmit radiating fumes and viral fumes through the sky to end the severe human suffering from pandemics. It was signed by Deepak-Somajee-Sawant and their Roman referral name RoonwunSun-LarryLingham.
The document summarizes analytics and happenings regarding Covid-19. It discusses messages received through telewaves from the Supreme God Triskelonee on April 19th and 20th, 2020 regarding different attacks on human life through transmitted viral fumes spreading from cities. These attacks were reportedly caused by mysterious authorities to damage and destroy human and humanic lives on Earth, forcing their souls to return to their respective destiny planets.
The document discusses efforts by cosmic authorities like the Chief Brahma Doots to protect human life on Earth from mysterious threats. It describes how they stopped activities by spawn halloweens and creatures that were damaging human life in Asia and India. It also discusses observations of the Chief Brahma Doots in the US in April, noting attacks transmitting viral fumes over cities from long distances, later causing human suffering from pandemic fever. The document credits creators like Creatos Creator God Zeuso-MeRon for their efforts to stop threats from anti-deemesars and restore human living conditions with support from other creators and godesses.
1. The document discusses plans by creator gods and goddesses to send beings to Earth to protect human life over the next 200 years.
2. Checks will be done in India to ensure the safety of humans with regards to activities on cultivated lands.
3. The creator gods and goddesses may transform human souls and life over the next 200 years to living beings that can exist in outer space.
1. The document discusses observations from the Chief Brahma Doot Tiamsan from the Kalestha-Neelega GodsPlanetases about their visits to India and the U.S.
2. The Chief Brahma Doot Tiamsan had an important voice link with the author on April 2nd, 2020 to discuss gifting the author with a 30 year life extension starting April 4th, 2020.
3. The author believes that with the support of authority gods like TileKa Anand and Chief Brahma Doots, along with Creators God and Godesses, human life on Earth will be restored to normal and safe within 15 days.
The document discusses communications from Chief Doot Neelvan of the Kalestha-Neelega Gods Planet about efforts to protect human life on Earth from the Covid-19 virus and attacks from mysterious creatures. It describes interactions between Neelvan and the author regarding visits to India and the US, as well as past events where the author's life was saved from accidents and threats. Neelvan's last message suggests the creature authorities responsible for attacks on humans will be punished and that human life on Earth will be restored to safety soon.
The document discusses messages received from authorities about efforts being made by gods and goddesses to safeguard human life on Earth. Specifically:
1. Gods Shiva Maheshvara and Durga Poojima are working to stop activities that damage or destroy the planet.
2. Gods Shiva-Shiva and MahaParwati Neezni are also engaged in protection efforts.
3. These gods and goddesses are trying to ensure human safety, especially in India, by sending threatening supernatural beings back to their home planets.
4. Major efforts are underway focused on protecting human life in India and surrounding countries.
The Politburo announced plans to stimulate China's economy which is expected to shrink significantly due to the coronavirus outbreak. This includes expanding the budget deficit, issuing more bonds, guiding interest rates lower, and boosting consumption. While locally transmitted cases in China have dwindled, there are now concerns around imported cases. Restrictions on foreigners entering China took effect and airlines were ordered to cut international flights.
China and the US are sparring over the origin of the coronavirus pandemic. A Chinese official promoted a conspiracy theory that the US army brought the virus to Wuhan, without evidence. This contradicts China's initial assessment that the seafood market in Wuhan was the source. While the exact origin is still unclear, scientists believe the virus jumped from an animal to humans at the Wuhan market. The WHO says COVID-19 was unknown before the outbreak in Wuhan in December 2019. The US calls it the "Wuhan virus", angering China.
The document discusses the author's experience with throat pain while visiting their native place. It then mentions seeing a TV news report about the Covid-19 outbreak in India. The rest of the document speculates about supernatural explanations for the spread of Covid-19, including messages received from gods and spirits about creatures planning to damage human life through "spawn-Halloween mysteries." It claims gods and goddesses are working to stop these creatures' activities.
This document provides a summary of the author's recent meditation experiences and techniques. It details his travel to his native place in India from March 7th to 15th, where an authority figure tried some theological experiments on him. It describes receiving a new telelink message in 2019 about meditation techniques from space that create "Jewel-Embellics" on the front of the head. The author has practiced daily Vipassana meditation since 1996 and experienced side effects from sound wave transmissions during this visit but was able to balance himself. The techniques were successfully practiced in his native place in India.
Biologists grew dragonflies 15% larger than normal by raising them in conditions mimicking Earth's atmosphere 300 million years ago, which contained 50% more oxygen. When various insects including dragonflies, beetles, and cockroaches were raised in environments with different oxygen levels, the dragonflies and beetles grew faster and larger in high oxygen, while cockroaches grew slower and remained the same size. Measuring the insects' breathing tube volumes provided a potential tool to estimate ancient oxygen levels by correlating with measurements from fossilized insects in amber.
This document discusses the author's concerns about COVID-19 and their connection to ancient figures from China and India that may be able to help stop the virus. The author claims to have telepathic connections to angels and received messages from Emperor XimNuaha and Queen Zingiyana-Xentukto about the mysterious spread of COVID-19. They provide their registered Hindu and Roman names and refer to news sources about how China detected the virus.
The document discusses the creation of a new name coding and dual established names for the recipient, Deepak Somaji Sawant, as instructed by archangels. It provides Deepak's new name coding as (Deepak-Atim.Somaji-Sawant) for the universe and (Deepak.Somajee.Sawant) for Earth. It also discusses plans to establish mini-billionaire fortunes through film studies and productions over the next 25 years.
This document provides a detailed palm reading for a client. It examines numerous lines and markings on both hands, analyzing characteristics and making predictions. Key points include:
- The client has a creative and adaptable nature, deep family loyalty, and a thirst for knowledge.
- Two marriages are predicted, as well as three children (two likely male).
- Career success is indicated, with the client becoming a master teacher known for expertise. Wealth accumulation is also seen.
- Overall, the reading finds the client will experience both career and financial success, especially starting at age 35, with a happy family life and longevity. Creativity and perseverance will aid achieving goals.
1) The document introduces palmistry and discusses some of the skepticism around it, noting that some see it as predetermining fate rather than allowing for free will.
2) It explains that palmistry analyzes influences like passions and desires, which some see as lessening the spiritual nature, though palmistry only symbolizes these things rather than strengthening them.
3) Perceptions of influences depend on one's needs and stage of development, and palmistry acknowledges we are not devoid of influences at birth but that circumstances are not truly fixed.
An awakened Kundalini causes involuntary physical movements like trembling and shaking in the body, accompanied by feelings of pleasure and spiritual awakening. The brain feels heavy, as if intoxicated. These are the first signs of an awakened Kundalini, followed by various other experiences. The full effects of an awakened Kundalini can be classified according to different aspects like Bhakti, Jnana, and Yoga, with yoga further divided into Hatha, Mantra, Laya and Rajayoga, collectively known as Mahayoga or Siddhayoga.
The document presents mythological origin stories for several social media platforms:
- Twitter is a magical bird trapped in the website by a jealous god, and will one day be freed.
- Tumblr is described as a bottomless pit or reservoir that feeds content to the rest of the internet.
- Facebook profiles are said to be immortal entities that can exist without physical bodies.
- Pinterest was created by four yelling gods.
- Snapchat began as an attempt to make an infinite void more interesting by creating disappearing content.
The document describes a vision from Zech 4,2ff of two olive trees marking the gate of light, with a golden candlestick containing a bowl at the top and seven lamps and pipes. It then shows the gate of the sun marked by two different trees representing duality, with the two trees as opposites signifying the primordial mountain split into duality. It cites Prinz, Altorientalische Symbolik from 1915.
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.
Scientists have found evidence that the coronavirus may be mutating and adapting to humans. Analysis of over 5,300 coronavirus genomes from around the world showed that some strains have gained mutations in the spike protein that the virus uses to infect cells. While the mutations are still rare, they arose independently in different countries and may help the virus spread more easily. Scientists are concerned that more extensive mutations could impact the effectiveness of potential vaccines and treatments being developed that target the spike protein. Ongoing surveillance is needed to monitor any changes in the virus.
This document discusses efforts to restore and safeguard human life on Earth. It thanks the deities AuthorityGod TileKa Anand and Supremini Godesses Triskelonee for interactive messages received on April 23rd and 24th, 2020 regarding stopping activities that transmit radiating fumes and viral fumes through the sky to end the severe human suffering from pandemics. It was signed by Deepak-Somajee-Sawant and their Roman referral name RoonwunSun-LarryLingham.
The document summarizes analytics and happenings regarding Covid-19. It discusses messages received through telewaves from the Supreme God Triskelonee on April 19th and 20th, 2020 regarding different attacks on human life through transmitted viral fumes spreading from cities. These attacks were reportedly caused by mysterious authorities to damage and destroy human and humanic lives on Earth, forcing their souls to return to their respective destiny planets.
The document discusses efforts by cosmic authorities like the Chief Brahma Doots to protect human life on Earth from mysterious threats. It describes how they stopped activities by spawn halloweens and creatures that were damaging human life in Asia and India. It also discusses observations of the Chief Brahma Doots in the US in April, noting attacks transmitting viral fumes over cities from long distances, later causing human suffering from pandemic fever. The document credits creators like Creatos Creator God Zeuso-MeRon for their efforts to stop threats from anti-deemesars and restore human living conditions with support from other creators and godesses.
1. The document discusses plans by creator gods and goddesses to send beings to Earth to protect human life over the next 200 years.
2. Checks will be done in India to ensure the safety of humans with regards to activities on cultivated lands.
3. The creator gods and goddesses may transform human souls and life over the next 200 years to living beings that can exist in outer space.
1. The document discusses observations from the Chief Brahma Doot Tiamsan from the Kalestha-Neelega GodsPlanetases about their visits to India and the U.S.
2. The Chief Brahma Doot Tiamsan had an important voice link with the author on April 2nd, 2020 to discuss gifting the author with a 30 year life extension starting April 4th, 2020.
3. The author believes that with the support of authority gods like TileKa Anand and Chief Brahma Doots, along with Creators God and Godesses, human life on Earth will be restored to normal and safe within 15 days.
The document discusses communications from Chief Doot Neelvan of the Kalestha-Neelega Gods Planet about efforts to protect human life on Earth from the Covid-19 virus and attacks from mysterious creatures. It describes interactions between Neelvan and the author regarding visits to India and the US, as well as past events where the author's life was saved from accidents and threats. Neelvan's last message suggests the creature authorities responsible for attacks on humans will be punished and that human life on Earth will be restored to safety soon.
The document discusses messages received from authorities about efforts being made by gods and goddesses to safeguard human life on Earth. Specifically:
1. Gods Shiva Maheshvara and Durga Poojima are working to stop activities that damage or destroy the planet.
2. Gods Shiva-Shiva and MahaParwati Neezni are also engaged in protection efforts.
3. These gods and goddesses are trying to ensure human safety, especially in India, by sending threatening supernatural beings back to their home planets.
4. Major efforts are underway focused on protecting human life in India and surrounding countries.
The Politburo announced plans to stimulate China's economy which is expected to shrink significantly due to the coronavirus outbreak. This includes expanding the budget deficit, issuing more bonds, guiding interest rates lower, and boosting consumption. While locally transmitted cases in China have dwindled, there are now concerns around imported cases. Restrictions on foreigners entering China took effect and airlines were ordered to cut international flights.
China and the US are sparring over the origin of the coronavirus pandemic. A Chinese official promoted a conspiracy theory that the US army brought the virus to Wuhan, without evidence. This contradicts China's initial assessment that the seafood market in Wuhan was the source. While the exact origin is still unclear, scientists believe the virus jumped from an animal to humans at the Wuhan market. The WHO says COVID-19 was unknown before the outbreak in Wuhan in December 2019. The US calls it the "Wuhan virus", angering China.
The document discusses the author's experience with throat pain while visiting their native place. It then mentions seeing a TV news report about the Covid-19 outbreak in India. The rest of the document speculates about supernatural explanations for the spread of Covid-19, including messages received from gods and spirits about creatures planning to damage human life through "spawn-Halloween mysteries." It claims gods and goddesses are working to stop these creatures' activities.
This document provides a summary of the author's recent meditation experiences and techniques. It details his travel to his native place in India from March 7th to 15th, where an authority figure tried some theological experiments on him. It describes receiving a new telelink message in 2019 about meditation techniques from space that create "Jewel-Embellics" on the front of the head. The author has practiced daily Vipassana meditation since 1996 and experienced side effects from sound wave transmissions during this visit but was able to balance himself. The techniques were successfully practiced in his native place in India.
Biologists grew dragonflies 15% larger than normal by raising them in conditions mimicking Earth's atmosphere 300 million years ago, which contained 50% more oxygen. When various insects including dragonflies, beetles, and cockroaches were raised in environments with different oxygen levels, the dragonflies and beetles grew faster and larger in high oxygen, while cockroaches grew slower and remained the same size. Measuring the insects' breathing tube volumes provided a potential tool to estimate ancient oxygen levels by correlating with measurements from fossilized insects in amber.
This document discusses the author's concerns about COVID-19 and their connection to ancient figures from China and India that may be able to help stop the virus. The author claims to have telepathic connections to angels and received messages from Emperor XimNuaha and Queen Zingiyana-Xentukto about the mysterious spread of COVID-19. They provide their registered Hindu and Roman names and refer to news sources about how China detected the virus.
The document discusses the creation of a new name coding and dual established names for the recipient, Deepak Somaji Sawant, as instructed by archangels. It provides Deepak's new name coding as (Deepak-Atim.Somaji-Sawant) for the universe and (Deepak.Somajee.Sawant) for Earth. It also discusses plans to establish mini-billionaire fortunes through film studies and productions over the next 25 years.
This document provides a detailed palm reading for a client. It examines numerous lines and markings on both hands, analyzing characteristics and making predictions. Key points include:
- The client has a creative and adaptable nature, deep family loyalty, and a thirst for knowledge.
- Two marriages are predicted, as well as three children (two likely male).
- Career success is indicated, with the client becoming a master teacher known for expertise. Wealth accumulation is also seen.
- Overall, the reading finds the client will experience both career and financial success, especially starting at age 35, with a happy family life and longevity. Creativity and perseverance will aid achieving goals.
1) The document introduces palmistry and discusses some of the skepticism around it, noting that some see it as predetermining fate rather than allowing for free will.
2) It explains that palmistry analyzes influences like passions and desires, which some see as lessening the spiritual nature, though palmistry only symbolizes these things rather than strengthening them.
3) Perceptions of influences depend on one's needs and stage of development, and palmistry acknowledges we are not devoid of influences at birth but that circumstances are not truly fixed.
An awakened Kundalini causes involuntary physical movements like trembling and shaking in the body, accompanied by feelings of pleasure and spiritual awakening. The brain feels heavy, as if intoxicated. These are the first signs of an awakened Kundalini, followed by various other experiences. The full effects of an awakened Kundalini can be classified according to different aspects like Bhakti, Jnana, and Yoga, with yoga further divided into Hatha, Mantra, Laya and Rajayoga, collectively known as Mahayoga or Siddhayoga.
The document presents mythological origin stories for several social media platforms:
- Twitter is a magical bird trapped in the website by a jealous god, and will one day be freed.
- Tumblr is described as a bottomless pit or reservoir that feeds content to the rest of the internet.
- Facebook profiles are said to be immortal entities that can exist without physical bodies.
- Pinterest was created by four yelling gods.
- Snapchat began as an attempt to make an infinite void more interesting by creating disappearing content.
The document describes a vision from Zech 4,2ff of two olive trees marking the gate of light, with a golden candlestick containing a bowl at the top and seven lamps and pipes. It then shows the gate of the sun marked by two different trees representing duality, with the two trees as opposites signifying the primordial mountain split into duality. It cites Prinz, Altorientalische Symbolik from 1915.
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.
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.
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
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/
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.
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
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