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The Evolution of Conversational AI: From Eliza to GPT-3

Feb 12, 2024 By SystemsDigest In SystemsDigest

Explore the journey of conversational AI from its humble beginnings with Eliza to the transformative capabilities of GPT-3, uncovering insights and trends seldom discussed in the industry.

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Nuclio Demo

Feb 12, 2024 By Iguazio In Iguazio

Nuclio is a high-performance serverless framework focused on data, I/O, and compute intensive workloads. It is well integrated with popular data science tools, such as Jupyter and Kubeflow; supports a variety of data and streaming sources; and supports execution over CPUs and GPUs. The Nuclio project began in 2017 and is constantly and rapidly evolving; many start-ups and enterprises are now using Nuclio in production. In this video, Tomer takes you through a quick demo of Nuclio, triggering functions both from the UI and the CLI.

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LLMOps vs. MLOps: Understanding the Differences

Feb 8, 2024 By Alexandra Quinn In Iguazio

Data engineers, data scientists and other data professional leaders have been racing to implement gen AI into their engineering efforts. But a successful deployment of LLMs has to go beyond prototyping, which is where LLMOps comes into play. LLMOps is MLOps for LLMs. It’s about ensuring rapid, streamlined, automated and ethical deployment of LLMs to production. This blog post delves into the concepts of LLMOps and MLOps, explaining how and when to use each one.

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The Rise of ML-Centric Technology Consulting in 2024 and Beyond

Feb 4, 2024 By SystemsDigest In SystemsDigest

Businesses globally are witnessing the transformational impact of applied AI and machine learning (ML) capabilities during this blossoming chapter of the Information Age. Therefore, the demand for niche ML consulting services will continue its robust growth trajectory as we enter the year 2024. An increasing number of enterprises are partnering with ML specialists and boutique tech consultants to craft their AI-driven future.

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GenAI for Financial Services - MLOps Live #25 with McKinsey

Jan 31, 2024 By Iguazio In Iguazio

Generative AI has sparked the imagination with the explosion of tools like ChatGPT, CodePilot and others, highlighting the importance of LLMs as the basis for modern AI applications. However, implementing GenAI in the enterprise is challenging, and it becomes even more difficult for banks, insurance companies, and other financial services companies. Many Financial Service companies are struggling and end up missing out on the great value of GenAI and the competitive edge it can provide.

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Unlock the Power of Your Marketing Data with Snowflake Connector for Google Analytics

Jan 29, 2024 By Jakub Puchalski In Snowflake

Imagine seamlessly integrating your Google Analytics data with Snowflake, allowing you to combine it effortlessly with other key sources like CRM, ERP, social media metrics, email campaign data, and whatever data sources compose the full scope of your data estate. The good news is that it’s possible with the native Snowflake Connector for Google Analytics, now available in public preview.

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Real-time data processing for machine learning with Striim and BigQuery

Jan 24, 2024 By Simson Chow In Google BigQuery

Learn how to integrate Striim with BigQuery ML for real-time data processing in machine learning.

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Easily Train, Manage, and Deploy Your AI Models With Scalable and Optimized Access to Your Company's AI Compute. Anywhere.

Jan 24, 2024 By ClearML In ClearML

Now you can create and manage your control plane on-prem or on-cloud, regardless of where your data and compute are. We recently announced extensive new orchestration,scheduling, and compute management capabilities for optimizing control of enterprise AI & ML. Machine learning and DevOps practitioners can now fully utilize GPUs for maximal usage with minimal costs.

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Accelerate Your Machine Learning Workflows in Snowflake with Snowpark ML

Jan 23, 2024 By Sandeep Gupta In Snowflake

Many developers and enterprises looking to use machine learning (ML) to generate insights from data get bogged down by operational complexity. We have been making it easier and faster to build and manage ML models with Snowpark ML, the Python library and underlying infrastructure for end-to-end ML workflows in Snowflake.

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Implementing Gen AI in Practice

Jan 22, 2024 By Yaron Haviv In Iguazio

Across the industry, organizations are attempting to find ways to implement generative AI in their business and operations. But doing so requires significant engineering, quality data and overcoming risks. In this blog post, we show all the elements and practices you need to to take to productize LLMs and generative AI. You can watch the full talk this blog post is based on, which took place at ODSC West 2023, here.

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