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Something really exciting and largely unnoticed is going on in the Spark ecosystem. As data scientists and engineers learn Spark, they’re actually all implicitly learning a much older, more general topic: typed functional programming. While Spark itself was built on an accumulation of powerful computer science concepts from functional programming and other areas, developers are often encountering these ideas in the context of Spark for the first time. It turns out that Spark makes an excellent platform for learning concepts like immutability, higher order and anonymous functions, laziness, and monadic operators. This talk will discuss how Spark can be used as teaching tool, to build skills in areas like typed functional programming. We’ll explore a skill-building curriculum that can be used with a data scientist or engineer who only has experience in imperative, dynamically-typed languages like Python. This curriculum introduces the core concepts of functional programming and type theory, while providing learners the opportunity to immediately apply their skills at massive scale, using the power of Spark’s painless scalability and resilience. Based on the experience of building machine learning teams at x.ai and other data-centric startups, this curriculum is the foundation of building poly-skilled, highly autonomous team members who can build scalable intelligent systems. We’ll work from foundational concepts of Scala and functional programming towards a fully implemented machine learning pipeline, all using Spark and MLlib. Unique new features of Spark like Datasets and Structured Streaming will be particularly useful in this effort. Using this approach, teams can help members in all roles learn how to use sophisticated programming techniques that ensure correctness at scale. With these skills in their toolbox, data scientists and engineers often find that building powerful machine learning systems is intuitive, easy, and even fun.
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In this session, we will delve into strategic approaches for optimizing knowledge management within Microsoft 365, amidst the evolving landscape of Copilot. From leveraging automatic metadata classification and permission governance with SharePoint Premium, to unlocking Viva Engage for the cultivation of knowledge and communities, you will gain actionable insights to bolster your organization's knowledge-sharing initiatives. In this session, we will also explore how to facilitate solutions to enable your employees to find answers and expertise within Microsoft 365. You will leave equipped with practical techniques and a deeper understanding of how there is more to effective knowledge management than just enabling Copilot, but building actual solutions to prepare the knowledge that Copilot and your employees can use.
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Copy of the slides presented by Matt Robison to the SFWelly Salesforce user group community on May 2 2024. The audience was truly international with attendees from at least 4 different countries joining online. Matt is an expert in data cloud and this was a brilliant session.
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Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.
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Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.
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I've been in the field of "Cyber Security" in its many incarnations for about 25 years. In that time I've learned some lessons, some the hard way. Here are my slides presented at BSides New Orleans in April 2024.
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Explore the top 10 most downloaded games on the Play Store in 2024, reflecting the latest gaming trends. As a premier game development company in India, we're committed to crafting innovative and engaging gaming experiences. Partner with us to bring your game ideas to life and captivate audiences worldwide. Visit here:- https://www.synarionit.com/game-development-company-in-india.html
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Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
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Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
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sammart93
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
The Digital Insurer
A Principled Technologies deployment guide Conclusion Deploying VMware Cloud Foundation 5.1 on next gen Dell PowerEdge servers brings together critical virtualization capabilities and high-performing hardware infrastructure. Relying on our hands-on experience, this deployment guide offers a comprehensive roadmap that can guide your organization through the seamless integration of advanced VMware cloud solutions with the performance and reliability of Dell PowerEdge servers. In addition to the deployment efficiency, the Cloud Foundation 5.1 and PowerEdge solution delivered strong performance while running a MySQL database workload. By leveraging VMware Cloud Foundation 5.1 and PowerEdge servers, you could help your organization embrace cloud computing with confidence, potentially unlocking a new level of agility, scalability, and efficiency in your data center operations.
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Principled Technologies
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Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
JPA Code Generation via MyEclipse
1.
JPA Code Generation
via MyEclipse Albert Guo [email_address]
2.
Add JPA Capabilities
to your MyEclipse Project
3.
4.
Specify datasource
5.
JPA Wizard will
generate persistence.xml automatically
6.
Change view to
MyEclipse Database Explorer
7.
Selected specified table
to do code generation
8.
Click JPA Reverse
Engineering
9.
Choose the destination
for code generation and its package name Generate entities first and update entities into persistence.xml simultaneously
10.
Choose the destination
for code generation and its package name Generate DAOs (Data Access Object)
11.
Artifacts It will
generate CRUD in DAOs
12.
If schema changes…
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