December, 2023

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A Comprehensive Guide to Implement HuggingFace Models Using Langchain

Analytics Vidhya

Introduction Large Language Models have been the backbone of advancement in the AI domain. With the release of various Open source LLMs, the need for ChatBot-specific use cases has grown in demand.

Modeling 438
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Building an LLM Model using Google Gemini API

Analytics Vidhya

Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space.

Modeling 371
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Implementing Diffusion Models for Creative AI Art Generation

Analytics Vidhya

Introduction The amalgamation of artificial intelligence (AI) and artistry unveils new avenues in creative digital art, prominently through diffusion models. These models stand out in the creative AI art generation, offering a distinct approach from conventional neural networks.

Modeling 302
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Mistral AI Introduces Mixtral 8x7B: A Powerful Sparse Mixture-of-Experts Model

Analytics Vidhya

In a move towards advancing artificial intelligence, Mistral AI, a pioneer in delivering cutting-edge open models, has unveiled Mixtral 8x7B. This high-quality sparse mixture-of-experts (SMoE) model with open weights marks a significant leap in the field.

Modeling 305
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How to Use a Semantic Layer to Scale Data & Analytics Across Your Organization

Download this guide for practical advice on using a semantic layer to improve data literacy and scale self-service analytics. The guide includes a checklist, an assessment, industry-specific use cases, and a data & analytics maturity model and roadmap.

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What are Multimodal Models?

Analytics Vidhya

Introduction Welcome to the fascinating world of Multimodal Models! Combining the strengths of computer vision and Natural Language Processing (NLP), multimodal models open up new possibilities for machines to interact with the environment in a more human-like manner. In this […] The post What are Multimodal Models?

Modeling 306
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A Step-by-Step Guide for Small Language Models on Local CPUs

Analytics Vidhya

Introduction In natural language processing, language models have undergone a transformative journey. While attention often gravitates towards colossal models like GPT-3, the practicality and accessibility of small language models should not be underestimated.

Modeling 291
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Guide to Mathematical Optimization & Modeling

For decades, operations research professionals have been applying mathematical optimization to address challenges in the field of supply chain planning, manufacturing, energy modeling, and logistics. Want to find out where optimization falls in the broader AI and business analytics spectrum.

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Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics. But today, dashboards and visualizations have become table stakes.

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How to Operationalize Data From Multiple Sources to Deliver Actionable Insights

Speaker: Speakers from SafeGraph, Facteus, AWS Data Exchange, SimilarWeb, and AtScale

Data and analytics leaders across industries can benefit from leveraging multiple types of diverse external data for making smarter business decisions. Data and analytics specialists from AWS Data Exchange and AtScale will walk through exactly how to blend and operationalize these diverse data external and internal sources.

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How to Scale a Data Literacy Program at Your Organization

Speaker: Megan Brown, Director, Data Literacy at Starbucks; Mariska Veenhof-Bulten, Business Intelligence Lead at bol.com; and Jennifer Wheeler, Director, IT Data and Analytics at Cardinal Health

Join data & analytics leaders from Starbucks, Cardinal Health, and bol.com for a webinar panel discussion on scaling data literacy skills across your organization with a clear strategy, a pragmatic roadmap, and executive buy-in. Best practices, pitfalls, practical first steps and models to scale adoption and continuously improve.

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Data & Analytics Maturity Model Workshop Series

Speaker: Dave Mariani, Co-founder & Chief Technology Officer, AtScale; Bob Kelly, Director of Education and Enablement, AtScale

Check out this new instructor-led training workshop series to help advance your organization's data & analytics maturity. Given how data changes fast, there’s a clear need for a measuring stick for data and analytics maturity. Using data models to create a single source of truth. Combining data integration styles. Sign up now!

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New Research: The State of Supply Chain Network Design in 2022

This report explores how the state of supply chain network design has changed – including how the tools, maturity models, and market demands are transforming the network design practice. Advanced analytics & Scenario Modeling. This report is useful if you are interested in: Exploring new network design insights and capabilities.

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AR/VR Simulations for Sustainable, Regenerative, Circular Cities

Speaker: Nik Gowing, Brenda Laurel, Sheridan Tatsuno, Archie Kasnet, and Bruce Armstrong Taylor

This conversation considers how today's AI-enabled simulation media, such as AR/VR, can be effectively applied to accelerate learning, understanding, training, and solutions-modeling to sustainability planning and design.