ODSC - Open Data Science

FEBRUARY 6, 2024

In this session, you’ll cover some of the essential topics in LLM development, including prompt engineering and fine-tuning, document embeddings, Retrieval-Augmented Generation (RAG), and LangChain and Transformers libraries. By the end of the tutorial, you’ll have a basic familiarity with how to use the latest tools for LLM development.

Big Data Analytics 52

Big Data Analytics Big Data Analytics Big Data Big Data 52

Snorkel AI

DECEMBER 12, 2023

Zencore, a premier Google Cloud partner, provides expert guidance in integrating advanced cloud and AI technologies with an insider’s understanding of Google Cloud. Integrating Snorkel Flow and Google Dialogflow Snorkel Flow integrates natively with BigQuery to access unstructured data in Google Cloud.

AI 64

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Snorkel AI

DECEMBER 12, 2023

Zencore, a premier Google Cloud partner, provides expert guidance in integrating advanced cloud and AI technologies with an insider’s understanding of Google Cloud. Integrating Snorkel Flow and Google Dialogflow Snorkel Flow integrates natively with BigQuery to access unstructured data in Google Cloud.

AI 59

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AWS Machine Learning Blog

OCTOBER 2, 2023

This process can quickly become complex in an edge setting where models need to be deployed and run on devices that are often located far away from the cloud environment in which the models have been trained. Deploy – Transfer of model and inference components from the cloud to the edge device. Firstly, we simulate an edge device.

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Towards AI

JANUARY 9, 2024

It is unclear how much ChatGPT+ consumer product revenue is relative to cloud API developer revenues. The AI Tutor can help with your questions as you learn about topics such as building LLM apps with Langchain and the Deep Lake vector database, training and fine-tuning LLMs, and advanced RAG techniques!

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IBM Journey to AI blog

APRIL 22, 2024

In 2022, IBM introduced Vela , its first AI-optimized, cloud-native supercomputer. In 2024, IBM announced our latest request for proposal on the topic of resilient cities, which will aim to find ways to foster urban resiliency in the long term.

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Mlearning.ai

JANUARY 26, 2023

Which cloud-native data formats are applicable to store and share gridded, vector and tabular data? One way to make EO and environmental data more usable is to organize them through Cloud data services as Data Cubes. Which web-mapping tech / web-clients do you usually use to expose / visualise your data cubes?

AWS 98

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phData

SEPTEMBER 8, 2023

Snowflake Data Cloud, a cloud-native data platform, has emerged as a leading choice for business intelligence (BI) initiatives. Snowflake is a cloud-based data warehousing platform that provides a powerful and scalable solution for storing, managing, and analyzing large volumes of data. What is Snowflake?

Business Intelligence 59

Business Intelligence Business Intelligence Database Data Warehouse 59

IBM Journey to AI blog

JUNE 23, 2023

Core modernization Most major insurance companies have determined that their mid-to-long-term strategy is to migrate as much of their application portfolio as possible to the cloud. Market adaptability: The use of cloud speeds time to market for products and services and supports rapid prototyping and innovation.

Supervised Learning 61

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phData

MAY 14, 2024

The Snowflake Data Cloud offers unparalleled flexibility, performance, and ease of use; however, migrating to a new data platform is not without its challenges. Snowflake is a cloud-native data warehousing platform that separates computing and storage, allowing for automatic scaling and pay-per-use pricing. What is Snowflake?

SQL 52

SQL Data Warehouse Data Engineering Data Engineer 52

Smart Data Collective

FEBRUARY 20, 2022

AWS (Amazon Web Services), the comprehensive and evolving cloud computing platform provided by Amazon, is comprised of infrastructure as a service (IaaS), platform as a service (PaaS) and packaged software as a service (SaaS). It has brought a lot of data to the cloud in recent years. AWS SaaS: When to use it? Data storage databases.

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AWS Machine Learning Blog

DECEMBER 7, 2023

Solution overview The End-to-end Workforce Management Project (E2E Project) is a large-scale project and it can be described in three topics: 1. Mutlu Polatcan is a Staff Data Engineer at Getir, specializing in designing and building cloud-native data platforms. He loves combining open-source projects with cloud services.

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ODSC - Open Data Science

JULY 20, 2023

First Sessions and Speakers Announced for ODSC West 2023 With topics like monitoring drift with MLOps and anomaly detection, here are a few of the first announced sessions for ODSC West 2023. All of this will be done within the CARTO cloud native environment.

Machine Learning 52

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PyImageSearch

FEBRUARY 20, 2023

autograd is a python package that performs automatic differentiation on native python and NumPy code. Two points to note here: There is a light wrapper autograd.numpy around the native NumPy codebase. If you head over to the official documentation of JAX API , you will see several sub-packages and sub-topics with their APIs listed.

Machine Learning 114

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IBM Journey to AI blog

JULY 17, 2023

Prior to this phase, the European telco engaged with IBM to scale its first four cloud-native AI apps across Amazon Web Services (AWS) cloud , an IBM ecosystem partner. What’s more, they did not have time to fully read automatic transcriptions from previous calls.

AI 58

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Smart Data Collective

OCTOBER 21, 2021

For those who do not know, SASE is a network architecture that combines VPN and SD-WAN features with cloud-native security functions and provides it as a service. It will assist you in becoming a certified information security expert by covering a wide range of IT security topics.

Big Data 122

Big Data Big Data 122

ODSC - Open Data Science

FEBRUARY 15, 2024

The conversations included in the Anthropic HH Golden dataset are diverse, covering a broad range of topics and styles. The dataset covers a wide range of document types and topics, providing a broad spectrum of scenarios for logical data extraction and interpretation.

Data Science 52

Data Science Natural Language Processing AI AI 52

Flipboard

JUNE 20, 2023

We present the results of recent performance and power draw experiments conducted by AWS that quantify the energy efficiency benefits you can expect when migrating your deep learning workloads from other inference- and training-optimized accelerated Amazon Elastic Compute Cloud (Amazon EC2) instances to AWS Inferentia and AWS Trainium.

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IBM Journey to AI blog

JANUARY 8, 2024

They are able to combine event topics to identify patterns or aggregates to analyze trends and detect anomalies. This significantly reduces the burden on Kafka administrators as teams providing topics for reuse can placed them in the catalogue themselves, and consumers can self-administer their access. Ready to take the next step?

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EDA Apache Kafka Clustering Data Governance 80

AWS Machine Learning Blog

OCTOBER 10, 2023

These open-source packages are deployed in the cloud by running in virtual machines, without using the cloud-native services available on AWS. In this blog, you will learn to build a cloud-native FL architecture on AWS. We then demonstrate how to build a cloud-native FL architecture on AWS.

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O'Reilly Media

SEPTEMBER 15, 2021

Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. As we’ll see later, cloud certifications (specifically in AWS and Microsoft Azure) were the most popular and appeared to have the largest effect on salaries. Cloud certifications were by far the most popular.

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AWS Machine Learning Blog

NOVEMBER 17, 2023

You can deploy this solution to your AWS account using the AWS Cloud Development Kit (AWS CDK) package available in our GitHub repo. If the moderation result violates any rules, send notifications to an Amazon Simple Notification Service (Amazon SNS) topic, alerting downstream systems with moderation warnings.

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Alation

DECEMBER 14, 2021

What are the differences between cloud-native and cloud-enabled solutions? To remain competitive in an omnichannel world, IT leaders must carefully design cloud environments to reflect business needs and strategies. Cloud-enabled solutions are technologies adapted for the cloud. What is cloud-native?

Cloud Computing 52

Cloud Computing Azure AWS Data Quality 52

Snorkel AI

MAY 17, 2023

My name is Amy Hodler Anything science apps work at RelationalAI, cloud-native, Relational Knowledge Graph. I’d love to talk about this topic. Thank you for the wonderful introduction and for joining us to talk a little bit about reclaiming predictive data with knowledge graphs. So thank you all for your attention.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Snorkel AI

MAY 17, 2023

My name is Amy Hodler Anything science apps work at RelationalAI, cloud-native, Relational Knowledge Graph. I’d love to talk about this topic. Thank you for the wonderful introduction and for joining us to talk a little bit about reclaiming predictive data with knowledge graphs. So thank you all for your attention.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

AWS Machine Learning Blog

NOVEMBER 15, 2023

Solution requirements Principal provides investment services through Genesys Cloud CX, a cloud-based contact center that provides powerful, native integrations with AWS. Each year, Principal handles millions of calls and digital interactions. The Results PCA helped accelerate time to market.

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AWS Machine Learning Blog

FEBRUARY 14, 2023

For the query topic from the user, you can extract from the event object by reading the value of the slots identified by Amazon Lex. The Accenture AWS Business Group (AABG) helps customers accelerate their pace of digital innovation and realize incremental business value from cloud adoption and transformation. slot name”.”value”.”interpretedValue”

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AWS Machine Learning Blog

JULY 25, 2023

It also provides the ability to deploy these models in your own Virtual Private Cloud (VPC). Mehran Nikoo is a Senior Solutions Architect at AWS, working with Digital Native businesses in the UK and helping them achieve their goals. Outside of work, Vikesh enjoys trying out different cuisines and playing outdoor sports.

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phData

NOVEMBER 10, 2023

Something quite common in the routine of those who manage applications on Servers, such as the Alteryx Server , Tableau Server , Power BI Server , or even Snowflake Data Cloud , is solving problems that users occasionally face or at least carrying out troubleshooting. It would be an impossible task. What is a Firewall?

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Power BI Tableau Analytics Analytics 52

phData

APRIL 18, 2024

But Snowflake is continuously introducing newer features to implement these natively rather than implementing a custom process. Confluent offers a cloud version of Kafka, but for this demo, we will use the local version using a docker setup. Create the topic with all default settings and a single partition.

Clustering 52

Clustering Data Engineering Data Engineer Data Engineering 52

ODSC - Open Data Science

FEBRUARY 15, 2024

This article gets your AI dreams out of the clouds and onto solid ground with a practical 5-step plan to stop dreaming and start doing. Instead, use Prefect where interactive workflows are now natively supported. To DIY you need to: host an API, build a UI, and run or rent a database. See them here!

Data Lakes 52

Data Lakes AI AI Data Visualization 52

Cambridge Intelligence

OCTOBER 19, 2023

Four of our six describe themselves as native graph databases (Neo4j, TigerGraph, JanusGraph and Amazon Neptune), but we’ve also included a couple of multi-model options too (ArangoDB and Cosmos DB). Native graph databases are ‘graph first’. We’ve focused on the ones we see consistently.

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Database Azure SQL AWS 59

DrivenData Labs

MARCH 30, 2023

On the other hand, the DENOS lab has spearheaded cutting-edge research in distributed learning systems, federated learning, AIOps, edge computing, and cloud-native initiatives for blockchain services. Summary of approach : Our solution introduces MusCAT, a multi-scale federated system for privacy-preserving pandemic risk prediction.

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Machine Learning Machine Learning Data Science Algorithm 162

Becoming Human

MAY 15, 2023

In Descriptive Statistics, you need to focus on topics like Mean , Median , Mode, and Standard Deviation. And don’t think that Statistics only has these topics; Statistics itself is a vast field, but whatever I write above is good enough to start with, and as you go further in data science, you’ll explore more and more.

Data Science 75

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phData

MAY 25, 2023

Two of the platforms that we see emerging as a popular combination of data warehousing and business intelligence are the Snowflake Data Cloud and Power BI. Snowflake is a cloud computing–based data cloud company that provides data warehousing services that are far more scalable and flexible than traditional data warehousing products.

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AWS Machine Learning Blog

NOVEMBER 6, 2023

The best LLMs can process even complex, non-linear sentence structures with ease and determine various aspects, including topic, intent, next steps, outcomes, and more. LCA also supports other audio ingestion mechanisms, such Genesys Cloud Audiohook. transcript} Assistant: LCA runs the prompt and stores the generated summary.

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AWS Machine Learning Blog

FEBRUARY 1, 2024

This includes native AWS services like Amazon OpenSearch Service and Amazon Aurora. Observability Besides the resource metrics you typically collect, like CPU and RAM utilization, you need to closely monitor GPU utilization if you host a model on Amazon SageMaker or Amazon Elastic Compute Cloud (Amazon EC2).

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AWS AI AI Database 112