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 […]
Data + Intelligence
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 […]
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 […]
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 […]
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. […]
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 […]
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 […]
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 […]
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 […]
Perficient Wins 2023-24 Coveo Relevance Accelerator Award
Perficient is excited to announce we’ve won Coveo’s exclusive partner award! The Accelerator Award commemorates a Coveo partner that exhibited deep knowledge and technical expertise, understands a customers’ business challenges, and clearly delivers value-driven business outcomes. Perficient is a trusted Coveo Platinum Partner with expertise in modern intelligent search solutions. Our award-winning work helps organizations […]
Lading into Generative AI: Transformers
As we’re all aware, generative AI has come to revolutionize our lives, our daily routines, and particularly the way we work. It’s as simple as choosing your preferred AI assistant and integrating it into your everyday tasks. Major companies like Google, Facebook, Microsoft, and OpenAI are in a race to develop increasingly precise AI systems […]
Web Analytics: Navigating the Basics and Key Metrics
In the current digital era, every business is bound to have a website to scale its business. Hence it becomes very important and crucial for a business owner to understand how users interact with a website. Why is it important to understand how the user engages with a website? Business owners need to understand user […]