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Data & Intelligence

Data Lake Governance with Tagging in Databricks Unity Catalog

The goal of Databricks Unity Catalog is to provide centralized security and management to data and AI assets across the data lakehouse. Unity Catalog provides fine-grained access control for all the securable objects in the lakehouse; databases, tables, files and even models. Gone are the limitations of the Hive metadata store. The Unity Catalog metastore […]

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Navigating AI in Business: Moving Beyond “Using AI”

In today’s rapidly evolving business landscape, the role of artificial intelligence (AI) has shifted from being a mere buzzword to a strategic imperative. However, if the goal is simply to be “using AI”, we risk missing opportunities and wasting resources. To truly harness the power of AI, organizations must shift their mindset from vague aspirations […]

Feature Engineering with Databricks and Unity Catalog

Feature Engineering is the preprocessing step used to make raw data usable as input to an ML model through transformation, aggregation, enrichment, joining, normalization and other processes. Sometimes feature engineering is used against the output of another model rather than the raw data (transfer learning). At a high level, feature engineering has a lot in […]

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Do You Have An Enterprise Data Strategy?

This time of year, I like to talk about updating the data strategy for the new year to include new business goals and new technology and in doing so I sometimes forget that there are still many companies that do not have a data strategy to update.   What is a Data Strategy and why […]

Spark DataFrame: Writing to Tables and Creating Views

Spark DataFrame: Writing to Tables and Creating Views

In this Blog Post we will see methods of writing Spark DataFrame into tables and creating views, for essential tasks for data processing and analysis. Before diving into this blog have a look at my other blog posts discussing about creating the DataFrame and manipulating the DataFrame. Creating DataFrame: https://blogs.perficient.com/2024/01/10/spark-scala-approaches-toward-creating-dataframe/ Manipulating DataFrame: https://blogs.perficient.com/2024/02/15/spark-dataframe-basic-methods/ Dataset: The […]

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Data Virtualization with Oracle Enterprise Semantic Models

A common symptom of organizations operating at suboptimal performance is when there is a prevalent challenge of dealing with data fragmentation. The fact that enterprise data is siloed within disparate business and operational systems is not the crux to resolve, since there will always be multiple systems. In fact, businesses must adapt to an ever-growing […]

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Best Practices for Oracle Fusion HCM Analytics

Oracle Fusion HCM Analytics, a part of Oracle Fusion Data Intelligence Platform (DIP) (earlier known as Fusion Analytics Warehouse), equips various management levels with deep insights to effectively manage the workforce across the organization. DIP is to the most part a ready-to-use data and analytics solution that is typically implemented in a matter of weeks. […]

Data Cloud And AI Salesforce

Salesforce – Understanding the Overlap of Data Cloud and AI

In the wild world of artificial intelligence (AI), your vision of how to marry up systems and capabilities can get murky, quick. In fall of 2023, Salesforce hosted their annual expo, Dreamforce. At Dreamforce 2023, it was all about Data + AI + CRM. The team relaunched its Data Cloud platform and ensured exciting, trusted […]

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Leveraging ChatGPT For Professionals: Part 2

In part 2 of this series, we break down how professionals can leverage ChatGPT to code. This blog breaks down how to do that with both the free and paid version. Overview If you read part 1, you’ll know it was often possible to make 3.5 perform close to the level of 4. Fair warning […]

Incorta and Google Cloud: Unleashing the Power of Data in BigQuery

Incorta and Google are partnering on several initiatives around cloud computing and analytics deployments,  aimed at helping companies move business application and enterprise resource planning data into the cloud. Companies want to move data to a data lake to perform analytics and gain insights from that data. However, this can be challenging for ERP, CRM, […]

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Journey Science : How Journey Science is Transforming Data Science and Customer Experience

Computer Science, Data Science, Journey Science.     Computer Science: The Here and Now In the beginning, Computer Science was abstract. The theoretical concepts of Boole, Turing, Babbage, and Lovelace quickly gave way to real-life innovations. Their focus was ambitious but simple: Change the world by making our lives more efficient and less error-prone, relying […]

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Operationalize AI Across Your Organization with Perficient’s PACE Framework

In today’s rapidly evolving digital landscape, the promise of Generative Artificial Intelligence (GenAI) looms large, offering enticing opportunities for innovation, efficiency, and growth. However, alongside its transformative potential, AI brings with it a host of complexities and challenges that can give even the most seasoned executives pause. A majority of organizations are not fully embracing […]

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