​[[{“value”:” A/B testing is a cornerstone of data science, essential for making informed business decisions and optimizing customer revenue. Here, we delve into six widely used statistical methods in A/B testing, explaining their purposes and appropriate contexts. 1. Z-Test (Standard Score Test): When to Use:… Read More »6 Statistical Methods for A/B Testing in Data Science and Data Analysis Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” TensorFlow is a powerful open-source framework for building and deploying machine learning models. Learning TensorFlow enables you to create sophisticated neural networks for tasks like image recognition, natural language processing, and predictive analytics. By mastering TensorFlow, you gain valuable skills that can enhance your… Read More »Top TensorFlow Courses Shobha Kakkar Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Time series data is used globally across various domains, including finance, healthcare, and sensor networks. Identifying patterns and anomalies within this data is crucial for several tasks like anomaly detection, pattern discovery, and time series classification, which can significantly impact decision-making and risk management.… Read More »Stumpy: A Powerful and Scalable Python Library for Modern Time Series Analysis Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Relational databases are integral to many digital systems, providing structured data storage across various sectors, such as e-commerce, healthcare, and social media. Their table-based structure simplifies maintenance and data access via powerful query languages like SQL, making them crucial for data management. These databases… Read More »Researchers at Stanford Present RelBench: An Open Benchmark for Deep Learning on Relational Databases Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Zyphra’s release of Zamba2-2.7B marks a pivotal moment in developing small language models, demonstrating a significant advancement in efficiency and performance. The model is trained on a substantial enough dataset of approximately 3 trillion tokens derived from Zyphra’s proprietary datasets, which allows it to… Read More »Zamba2-2.7B Released: A State-of-the-Art Small Language Model Achieving Twice the Speed and 27% Reduced Memory Overhead Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Prior work on abstention in large language models (LLMs) has made significant strides in query processing, answerability assessment, and handling misaligned queries. Researchers have explored methods to predict question ambiguity, detect malicious queries, and develop frameworks for query alteration. The BDDR framework and self-adversarial… Read More »This AI Paper Presents a Survey of the Current Methods Used to Achieve Refusal in LLMs: Provide Evaluation Benchmarks and Metrics Used to Measure Abstention in LLMs Shoaib Nazir Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Amazon Q Business is a fully managed, permission aware generative artificial intelligence (AI)-powered assistant built with enterprise grade security and privacy features. Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on your enterprise data.… Read More »Configure Amazon Q Business with AWS IAM Identity Center trusted identity propagation Rajesh Kumar Ravi AWS Machine Learning Blog

​[[{“value”:” Large language models (LLMs) have emerged as powerful tools in artificial intelligence, demonstrating remarkable capabilities in understanding and generating text. These models utilize advanced technologies such as web-scale unsupervised pretraining, instruction fine-tuning, and value alignment, showcasing strong performance across various tasks. However, the application… Read More »rLLM (relationLLM): A PyTorch Library Designed for Relational Table Learning (RTL) with Large Language Models (LLMs) Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In today’s digital landscape, the demand for audio and video content is skyrocketing. Organizations are increasingly using media to engage with their audiences in innovative ways. From product documentation in video format to podcasts replacing traditional blog posts, content creators are exploring diverse channels… Read More »Enhance your media search experience using Amazon Q Business and Amazon Transcribe Roshan Thomas AWS Machine Learning Blog

​[[{“value”:” This post is co-written with Benjamin Moody from Monks. Monks is the global, purely digital, unitary operating brand of S4Capital plc. With a legacy of innovation and specialized expertise, Monks combines an extraordinary range of global marketing and technology services to accelerate business possibilities… Read More »Monks boosts processing speed by four times for real-time diffusion AI image generation using Amazon SageMaker and AWS Inferentia2 Benjamin Moody AWS Machine Learning Blog