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Multimodal Information Retrieval
In today’s rapidly evolving digital landscape, the wealth of available information has expanded beyond the boundaries of traditional text-based...
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Retrieval Augmented Modeling
Till this point in our book, we have discussed the fundamental principles of information retrieval, exploring its key elements, and various...
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Outlook
While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several...
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Multimodal Content Generation
In this chapter, we will review the advances that are being made in this new field of multimodal content generation and also discuss several...
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Transformer-Driven Models for Language, Vision, and Multimodality
In this chapter, we will learn about the modeling and learning techniques that drive multimodal applications. We will focus specifically on the...
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Introduction
In this book, our emphasis is on multimodal information retrieval, specifically concentrating on text and image data. The traditional unimodal...
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Views, Duality Views, and Materialized Views
Views are used extensively in reporting applications to present data APIs and also present subsets of data to users. One could start to look at views...
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Policy and Governance of Hybrid and Multi-cloud Infrastructure
One way to think about policy is as an enforced objective. To be useful, a technology estate must be shaped to suit its purpose. It is constantly...
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Date and Time Functions
In the ever-evolving landscape of data analysis and manipulation, time stands as an unyielding dimension. From sales records stamped with precise...
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RMAN Restore and Recovery
I said it in the previous chapter, and I will say it again, a backup is good only if you can use it to restore. Ideally, you will never need it, but...
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Creating a Database
The Oracle Database can be created when installing the Oracle software; however, we discussed in Chapter 1 how to just install the Oracle software...
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What Is Azure Arc?
The unification of IT infrastructure management under a “single pane of glass” has been an end of the rainbow objective since the beginning of...
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Overview of Benefits of Arc in the Enterprise
What is “enterprise” computing? Gartner defines an enterprise as a business with more than a thousand employees or more than 50M in revenue. Such...
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Text Functions
In the realm of data transformation and manipulation, text data stands as a foundational building block. Whether dealing with customer names, product...
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List Functions
In the vast landscape of data manipulation, individual data points often weave together to create a larger narrative. This is where the power of...
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Containers and Pluggables
Oracle Multitenant was introduced in Oracle Database 12c. Now with 23c it is the only supported architecture. We have already discussed how to...
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Enterprise DBS Management and Arc
Before discussing the scenario of a SQL Server migration, it will be helpful to understand the data services Arc provides, both in how they underpin...
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Migration to Multitenant and Fleet Management
Oracle 23c supports only a multitenant architecture. We saw this during the installation of the database software and the creation of databases as a...
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Regression Analysis
In this chapter, we introduce regression analysis andRegression analysis some of its applications in data scienceData science. Regression is related...