-
Converting a flat table to a good data model in Power Query
The article discusses the process of converting a wide Excel table into a good data model in Power BI. It emphasizes the benefits of a “good” data model and provides a step-by-step guide on how to achieve it, including identifying dimension tables, cleaning and restructuring the data, and building relationships. The author advocates for utilizing…
-
Top 10 UX Study Guides of 2023
AI study guide articles and videos help learners study topics effectively. The top 10 study guides published in 2023 include UX Basics, Design-Pattern Guidelines, UX Strategy, and others. Additionally, the top 5 timeless study guides are UX Writing, Psychology for UX, Information Architecture, Design Thinking, and Personas.
-
Tree of Thoughts Prompting
The text outlines how language models (LLMs) have advanced in solving complex, reasoning-based problems, particularly through techniques like chain of thought prompting and self-consistency. Additionally, it introduces a new approach called Tree of Thoughts (ToT) prompting, which incorporates deliberate planning and exploration in problem-solving. This new approach has shown promise in addressing the limitations of…
-
2023: A Year of Groundbreaking Advances in AI and Computing
In the field of Artificial Intelligence (AI) research and practical applications, this year has seen remarkable progress.
-
Ranking Diamonds with PCA in PySpark
The text discusses the challenges faced while running Principal Component Analysis (PCA) in PySpark to rank diamonds using machine learning. Despite the excellent documentation, the process of working with machine learning in Spark is not user-friendly. The author outlines the steps of coding, vectorizing the dataset, running PCA, and calculating scores for ranking the diamonds.
-
Microsoft Azure AI Widens Model Selection with Llama 2 and GPT-4 Turbo with Vision
Microsoft’s Azure AI has expanded by introducing Llama 2 and GPT-4 Turbo with Vision, marking a significant growth in AI capabilities. Llama 2, developed by Meta, and GPT-4 Turbo with Vision offer advanced AI services, accessible through simplified API endpoints. This strategic expansion aims to provide a versatile range of tools and solutions for users.
-
Leveraging language to understand machines
Irene Terpstra ’23 and Rujul Gandhi ’22, two MIT engineering students, are leveraging natural language for AI systems. Terpstra’s team is using language models to assist in chip design, while Gandhi is developing a system to convert natural language instructions for robots. Gandhi is also working on speech models for low-resource languages, seeing potential in…
-
Mixtral-8x7B is now available in Amazon SageMaker JumpStart
The Mixtral-8x7B large language model, developed by Mistral AI, is now available for customers through Amazon SageMaker JumpStart, allowing for one-click deployment for running inference. The model provides significant performance improvements for natural language processing tasks and supports multiple languages, making it suitable for various NLP applications.
-
Meet VistaLLM: Revolutionizing Vision-Language Processing with Advanced Segmentation and Multi-Image Integration
VistaLLM, a new general-purpose vision model, excels in handling coarse- and fine-grained reasoning and grounding tasks for single or multiple-input images. It employs sequence-to-sequence conversion, an instruction-guided image tokenizer, and a gradient-aware adaptive contour sampling scheme. The model consistently outperforms others across diverse vision and vision-language tasks, marking a significant advancement in vision-language processing. Read…
-
Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra
The blog describes TruEra’s collaboration in co-writing with Josh Reini, Shayak Sen, and Anupam Datta from TruEra. It highlights Amazon SageMaker JumpStart’s provision of pretrained foundation models, outlines the need for adapting foundation models to new tasks or domains, and mentions TruLens’ framework for extensible, automated evaluations. Additionally, it details the processes of deploying and…