Towards AI

JUNE 24, 2023

ChatGPT Can Now Automate Operational Tasks: The DAM Example Real-life scenarios where ChatGPT can improve your Digital Asset Management platform With the chatter about OpenAI and ChatGPT taking up lots of space and content over the Internet and even here on Medium, it is probably a topic that is familiar to many of you.

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phData

APRIL 18, 2024

We will ingest data using Confluent Kafka and enable Schema detection in the Kafka connector. The process of setting up schema evolution in the Snowflake Kafka connector is simpler, as we will see below. However, to ingest data into Snowflake, we will also need a Snowflake Kafka connector installed inside the container.

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Alation

MAY 24, 2022

Before diving into that initiative, can you tell us what you’re hearing from customers on the topic of data quality? Peter Wang, senior product manager, Alation: Data quality has consistently been a hot topic for our customers. To support developers in creating their own connectors, we provide a starter kit and well-defined APIs.

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Alation

DECEMBER 15, 2022

While often a heavily debated topic, most would agree that just like every story needs a hero, every pursuit needs a GOAT. As I reflected on this topic, it occurred to me that software categories should be no different. If you follow professional sports, you’re likely familiar with GOATs.

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Tableau

APRIL 20, 2022

Learn how to bring Salesforce and Tableau together with native connectors and accelerators to bring speed to insights. These six interactive sessions will put a fun twist on a range of Data Culture topics, ranging from strategy and data literacy to governance and enablement. Susan Emerson , SVP, Product GTM, Salesforce Analytics. .

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Tableau

APRIL 20, 2022

Learn how to bring Salesforce and Tableau together with native connectors and accelerators to bring speed to insights. These six interactive sessions will put a fun twist on a range of Data Culture topics, ranging from strategy and data literacy to governance and enablement. Susan Emerson , SVP, Product GTM, Salesforce Analytics. .

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AWS Machine Learning Blog

JANUARY 5, 2024

Integrating multiple tool stacks to build a compact solution might involve building custom connectors or workflows. If the model fails at metric validation, the notification is sent by a Lambda function to the target topic registered in Amazon Simple Notification Service (Amazon SNS).

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Alation

JUNE 14, 2021

Recently, I dug in with CIOs on the topic of data security. Pre-built connectors, an open connector framework, and SDK are all encouraged as ways to access all data sources. What came as no surprise was the importance CIOs place on taking a broader approach to data protection.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Large language models (LLMs) with their broad knowledge, can generate human-like text on almost any topic. This synergy enables more accurate topic modeling, content recommendation, and semantic search capabilities. Documents are processed and indexed by Amazon Kendra through the Amazon Simple Storage Service (Amazon S3) connector.

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AWS Machine Learning Blog

MARCH 17, 2023

You can now use the Amazon Kendra connector for Microsoft Teams to index Microsoft Teams messages and documents, and search this content using intelligent search in Amazon Kendra, powered by machine learning (ML). We use an example of an illustrative Microsoft Teams instance where users discuss technical topics related to AWS.

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AWS Machine Learning Blog

MAY 5, 2023

Understanding the nuances between search queries for similar topics is important to provide relevant results and minimize the effort required from the user to manually sort through results. These results can also be stored across different repositories because the search service employs built-in connectors.

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phData

SEPTEMBER 8, 2023

Data Integration and Ecosystem Connectivity Snowflake provides various connectors and integration options that enable seamless data ingestion from diverse sources into the Snowflake data platform. To learn more about connecting your tooling to Snowflake, check out our blog on the topic here.

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phData

OCTOBER 20, 2023

Fivetran’s database connectors are made to be safe in this aspect so that you don’t have to worry about securing your Production data continuously. We will now go over all the topics one by one. Connecting Your Database Connection Options Fivetran connectors can be categorized as pull connectors.

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Pickl AI

MARCH 4, 2024

Advanced topics like DAX, row-level security, and performance optimisation are essential for complex analysis. Integration achieve through connectors, APIs, and data gateways, enabling data exchange and collaboration across platforms. Understanding the depth of Power BI can significantly enhance career prospects.

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AWS Machine Learning Blog

AUGUST 4, 2023

In this post, we expand on this topic to demonstrate how to use Einstein Studio for product recommendations. Use the newly launched capability of the Amazon SageMaker Data Wrangler connector for Salesforce Data Cloud to prepare the data in SageMaker without copying the data from Salesforce Data Cloud.

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Alation

AUGUST 18, 2022

We all know that data lineage is a complex and challenging topic. Additional leading capabilities include our automation of BI lineage and the ability to create custom database connectors that include your own query log parsing logic. How do you approach data lineage?

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

For structured data, the agent uses the SQL Connector and SQLAlchemy to analyze databases, which includes Amazon Athena. Sentiment Analysis Tool – To identify and score sentiments on a topic using Amazon Comprehend. The agent also utilizes Python in Lambda and the Amazon SageMaker SDK for computations and quantitative modeling.

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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. A subset of these FMs focused on natural language understanding are called large language models (LLMs) and are able to generate human-like, contextually relevant summaries.

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phData

MAY 25, 2023

Microsoft has developed a native connector for Power BI that allows developers to choose Import or DirectQuery mode as well as the capability to utilize Azure AD Single Sign On (SSO) with Snowflake. The December 2019 release of Power BI Desktop introduced a native Snowflake connector that supported SSO and did not require driver installation.

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IBM Journey to AI blog

MAY 18, 2023

Gateways , which act as virtual routers and connectors. This statement replaces all prior statements on this topic. Seamless: Designed to reduce the barriers between clouds and teams, you can manage services across clouds, with on-demand, intent-driven application-centric connectivity.

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phData

APRIL 18, 2023

Additionally, various Snowflake connectors enable direct integration with transaction applications, simplifying the data ingestion into Snowflake. This vastly improves the data freshness and lowers the overall Total Cost of Ownership (TCO).

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phData

DECEMBER 4, 2023

More on this topic later; but for now, keep in mind that the simplest method is to create a naming convention for database objects that allows you to identify the owner and associated budget. Instead, always load data in bulk by using either Snowpipe or the SQL COPY INTO statement, which is how all Snowflake-approved connectors work.

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ODSC - Open Data Science

APRIL 6, 2023

These tools often provide pre-built connectors for many different databases and data sources and allow data scientists to write SQL queries to transform data as it moves between systems. The most popular of these tools are Talend, Informatica, and Apache NiFi.

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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.

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IBM Journey to AI blog

JUNE 26, 2023

The data-generating application extracts data—such as parts production shifts, production quantities, demand quantities, rework quantities, sequencing and other relevant production data—from the MES system and sends them to the corresponding data topic channel.

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The MLOps Blog

OCTOBER 20, 2023

As I already mentioned, Jupyter notebooks are a polarising topic, so let’s go straight into my opinion. Executive summaries are always advisable as they’re perfect for stakeholders with a vague interest in the topic or limited time. Jupyter notebooks should be used for purely exploratory tasks or ad-hoc analysis ONLY.

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phData

FEBRUARY 24, 2023

Its capabilities can be split into the following topics: automating inputs & outputs, data preparation, data enrichment, and data science. Python The Snowflake Connector for Python provides an interface for developing Python applications that can connect to Snowflake and perform all standard operations. What is Snowflake?

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AWS Machine Learning Blog

MAY 4, 2023

The workload template deploys Step Functions state machines for workflow management, AWS Systems Manager Parameter Store parameters to store parameter values from AWS CloudFormation and inform the workflow, an Amazon Simple Notification Service (Amazon SNS) topic for workflow notifications, and an IAM role for workflow service permissions.

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AWS Machine Learning Blog

OCTOBER 26, 2023

You should have the following prerequisites: SageMaker Domain setup – Onboard to Amazon SageMaker Domain Create a Kendra index (or more than one) Setup the Kendra Amazon S3 connector – follow the Amazon S3 Connector – and upload PDF files and other documents to the Amazon S3 bucket associated with the Kendra index Setup IAM so that Canvas has the appropriate (..)

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The MLOps Blog

AUGUST 3, 2023

So that is where connectors or other things come in as to, like, where do you push like actual artifacts? Stefan, a question because I think when it comes to topics we wanted to cover, we are doing pretty well. Stefan: This is where Hamilton is really lightweight. It’s not opinioned with materialization. Stefan: Good question.

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Heartbeat

FEBRUARY 9, 2024

This acts as a connector, allowing developers to combine LLMs with other tools and databases. LangChain: The Glue that Connects I believe you all have heard of LangChain. It is an innovative tool for LLMOps that serves as a general-purpose interface for interacting with LLM.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

With guardrails, customers can specify topics to avoid, and Amazon Bedrock will only provide users with approved responses to questions that fall in those restricted categories. For example, an online banking application can be set up to avoid providing investment advice, and remove inappropriate content (such as hate speech and violence).

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Tableau

DECEMBER 1, 2021

Clustered under visual encoding , we have topics of self-service analysis , authoring , and computer assistance. The “connectivity” choice shows that we have added new data sources and/or updated existing connectors in almost every Tableau release. Let’s take a look at each. . Query innovation. Connectivity.

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Tableau

DECEMBER 1, 2021

Clustered under visual encoding , we have topics of self-service analysis , authoring , and computer assistance. The “connectivity” choice shows that we have added new data sources and/or updated existing connectors in almost every Tableau release. Let’s take a look at each. . Query innovation. Connectivity.

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