Posts Tagged ‘machine learning’

Perficient is excited to announce that we have achieved Elite level partner status within the Databricks partner network. This top-tier recognition highlights the outstanding efforts of our talented Databricks strategists, architects, industry leaders, and engineers. It’s a testament to our data and AI expertise and unwavering commitment to delivering transformative results for our clients. Perficient’s […]

The financial services sector is experiencing transformative changes driven by technological advancements and innovative trends. We are witnessing the integration of AI, the rise of hyper-personalization, and the adoption of advanced digital platforms, all of which are revolutionizing operations and client interactions. Additionally, the emergence of embedded finance and an increased focus on regulatory compliance […]

A friend recently shared a research paper from Oxford Academic about Large Language Models (LLMs) and their human-like biases. I found it fascinating. The article explains how some groups use LLMs to simulate human participants. Since these models are trained on human-generated data, they can emulate human responses across diverse psychological and behavioral experiments. It […]

Artificial Intelligence (AI) has exploded into the mainstream, largely through chatbots and agents powered by Large Language Models (LLMs). Users can now have real-time conversations with multimodal AI tools that understand your text, voice, and images – even documents! The progress has been mind blowing, and tech companies are racing to integrate AI features into […]

In the rapidly evolving landscape of digital transformation, businesses are constantly seeking innovative ways to enhance their operations and gain a competitive edge. While Generative AI (GenAI) has been the hot topic since OpenAI introduced ChatGPT to the public in November 2022, a new evolution of the technology is emerging that promises to revolutionize how […]

Nowadays, AI is a crucial field with various frameworks like ML.NET that can be used to build amazing applications using pre-built models from cloud providers. It’s important to learn how these services work behind the scenes, how to create custom models, and understand how your application can interact with AI frameworks beyond just cloud providers […]

The Setting Imagine a solitary walk in a crowded park in the middle of downtown. Walking down the main path, one can hear joggers bounding past one’s left, a couple laughing to one’s right, a street musician playing the violin over one’s shoulder, and a group of children laughing at the playground somewhere off and […]

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 […]

As we step into 2024, the transformative impact of Artificial Intelligence (AI) and generative AI on enterprise-level organizations has reshaped the business landscape in profound ways. The continual evolution of these technologies has empowered businesses to leverage advanced algorithms, predictive modeling, and generative capabilities, driving unprecedented innovation and efficiency. From enhancing decision-making processes to revolutionizing […]

Now that the dust has settled, the team has had the chance to Re:flect on the events and announcements of AWS re:Invent 2023. Dominating the conversation was the advancement and capabilities of Generative AI across several AWS Services, while not losing sight on the importance of application modernization and cloud migration. Perficient walked away with […]

The recent introduction of AWS Q has certainly caught the attention of the tech community. This new platform offers a promising set of features, including Retrieval Augmented Generation capabilities, aiming to enhance the domain of generative AI-powered assistance. It’s an interesting development that offers fresh possibilities for IT professionals and developers. In terms of utilizing […]

At the center of digital transformation, we face the exciting challenge of creating an ecosystem driven by high-performance, interconnected microservices developed in diverse languages such as Java, C#, JavaScript, and Python. At Perficient we extract the best of each language to shape an agile and efficient ecosystem.  Capturing data in real time: IoT and Priority […]