Analytics Vidhya

SEPTEMBER 29, 2023

Introduction In deep learning, optimization algorithms are crucial components that help neural networks learn efficiently and converge to optimal solutions. appeared first on Analytics Vidhya.

Optimization 336

Optimization Deep Learning Analytics Machine Learning 336

Analytics Vidhya

MAY 2, 2024

Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. One solution is the Odd Ratio […] The post Finetuning Llama 3 with Odds Ratio Preference Optimization appeared first on Analytics Vidhya.

Optimization 337

Optimization Modeling Analytics 337

Analytics Vidhya

MARCH 10, 2023

It is intended to be a fully managed, multi-cloud solution that does not need clients to handle hardware or software. Instead, it provides high-performance analytics, flexibility, and cost-effective scaling. Snowflake’s design is […] The post Top 6 Snowflake Interview Questions appeared first on Analytics Vidhya.

Software 306

Software Enterprise Management Analytics 306

Analytics Vidhya

JANUARY 29, 2024

To address the resource-intensive nature of LLMs, Microsoft introduces SliceGPT, a novel sparsification technique designed to compress models without sacrificing performance. Microsoft’s latest offering, SliceGPT, is an innovative solution for compressing large language models. What is Special About SliceGPT?

Modeling 318

Modeling Analytics 318

Analytics Vidhya

AUGUST 4, 2024

Introduction Kaggle, the home of data science competitions, has identified all these top performers for continuously producing quality creative solutions to otherwise tough problems. appeared first on Analytics Vidhya.

Data Science 287

Data Science Modeling Analytics 287

CIO Business Intelligence

DECEMBER 18, 2024

Yet the complexity of whats required highlights the need for partnerships and platforms calibrated to fast-track solutions at scale to capitalize on AI-era change. GenAI is also helping to improve risk assessment via predictive analytics. Read more from NVIDIA and Microsoft [link]

Forecasting 105

Forecasting Predictive Analytics Risk Finance 105

datapine

MAY 28, 2019

BI projects aren’t just for the big fishes in the sea anymore; the technology has developed rapidly, the software has become more accessible while business intelligence and analytics projects implemented in various industries regularly, no matter the shape and size, small businesses or large enterprises. Create a solid BI project plan.

Business Intelligence 317

Business Intelligence KPI Dashboards Reporting 317

CIO Business Intelligence

MAY 22, 2025

A digital twin is a digital replica of a physical object, system or process that uses real-time data and AI-driven analytics to replicate and predict the behaviour of its real-world counterpart. Analytics and simulation. Utilizing cloud-based solutions can provide the necessary flexibility and storage capacity. Data integration.

Enterprise 112

Enterprise Visualization Key Performance Indicator Machine Learning 112

AWS Big Data

OCTOBER 17, 2024

Amazon Kinesis Data Analytics for SQL is a data stream processing engine that helps you run your own SQL code against streaming sources to perform time series analytics, feed real-time dashboards, and create real-time metrics. AWS has made the decision to discontinue Kinesis Data Analytics for SQL, effective January 27, 2026.

Management 136

Management Data Analytics Analytics Recreation/Entertainment 136

CIO Business Intelligence

OCTOBER 20, 2024

The partnership is set to trial cutting-edge AI and machine learning solutions while exploring confidential compute technology for cloud deployments. This pilot phase is expected to highlight the performance of AMD’s GPUs in real-world scenarios, showcasing their potential to enhance AI-driven services within sovereign cloud environments.

Digital Transformation 111

Digital Transformation Machine Learning Predictive Analytics Data-driven 111

DataKitchen

APRIL 13, 2021

It is easy to get overwhelmed when trying to evaluate different solutions and determine whether they will help you achieve your DataOps goals. Process Analytics. DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process.

Testing 300

Testing Machine Learning Consulting Data Science 300

Analytics Vidhya

MARCH 13, 2024

Renowned for her work in building cutting-edge solutions and high-performing teams, Mathangi’s insights will illuminate the evolving landscape of data science and AI, not just in boardrooms but for […] The post Empowering Women in Data: Insights from Mathangi Sri Ramachandran appeared first on Analytics Vidhya.

Data Science 291

Data Science Analytics 291

datapine

NOVEMBER 27, 2019

The rise of self-service analytics democratized the data product chain. Suddenly advanced analytics wasn’t just for the analysts. Businesses of all sizes are no longer asking if they need increased access to business intelligence analytics but what is the best BI solution for their specific business.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

AWS Big Data

OCTOBER 17, 2024

Whether you’re just getting started with searches , vectors, analytics, or you’re looking to optimize large-scale implementations, our channel can be your go-to resource to help you unlock the full potential of OpenSearch Service. Learn how generative AI models can enhance your search solutions.

Analytics 114

Analytics Optimization Data-driven Data Architecture 114

CIO Business Intelligence

FEBRUARY 6, 2025

As someone deeply involved in shaping data strategy, governance and analytics for organizations, Im constantly working on everything from defining data vision to building high-performing data teams. But heres the question I keep asking myself: do we really need this immense power for most of our analytics? You get the picture.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

AWS Big Data

DECEMBER 17, 2024

Amazon Redshift , launched in 2013, has undergone significant evolution since its inception, allowing customers to expand the horizons of data warehousing and SQL analytics. Industry-leading price-performance Amazon Redshift offers up to three times better price-performance than alternative cloud data warehouses.

Data Lake 98

Data Lake Data Warehouse Data-driven Optimization 98

Analytics Vidhya

SEPTEMBER 20, 2022

appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. The post How do AWS S3 Buckets and Security Work?

Machine Learning 271

Machine Learning Data Science Publishing Enterprise 271

AWS Big Data

OCTOBER 30, 2024

With this integration, you can now seamlessly query your governed data lake assets in Amazon DataZone using popular business intelligence (BI) and analytics tools, including partner solutions like Tableau. When you’re connected, you can query, visualize, and share data—governed by Amazon DataZone—within Tableau.

Analytics 118

Analytics Visualization Data Governance Data-driven 118

Analytics Vidhya

JANUARY 2, 2024

Introduction In the world of chatbot development, HuggingChat Python API has emerged as a powerful and cost-effective solution. With its user-friendly interface and extensive capabilities, HuggingChat is revolutionizing the way you create chatbots.

Analytics 281

Analytics IT Modeling 281

AWS Big Data

JANUARY 9, 2025

Our experiments are based on real-world historical full order book data, provided by our partner CryptoStruct , and compare the trade-offs between these choices, focusing on performance, cost, and quant developer productivity. Data management is the foundation of quantitative research.

Metadata 110

Metadata Snapshot Cost-Benefit Optimization 110

O'Reilly on Data

NOVEMBER 19, 2024

presented the TRACE framework for measuring results, which showed how GraphRAG achieves an average performance improvement of up to 14.03%. The popular open source libraries and most of the vendor solutions promote a general notion that the “graph” in GraphRAG gets generated automatically by an LLM.

Unstructured Data 321

Unstructured Data Structured Data Statistics Modeling 321

AWS Big Data

DECEMBER 4, 2024

Amazon SageMaker Lakehouse unifies all your data across Amazon S3 data lakes and Amazon Redshift data warehouses, helping you build powerful analytics and AI/ML applications on a single copy of data. SageMaker Lakehouse gives you the flexibility to access and query your data in-place with all Apache Iceberg compatible tools and engines.

Data Integration 113

Data Integration Data Lake Statistics Data-driven 113

Analytics Vidhya

JUNE 5, 2023

AI models have advanced significantly, showcasing their ability to perform extraordinary tasks. This would, inturn, […] The post OpenAI’s Groundbreaking Solution: Ensuring AI Models’ Logic and Eliminating Hallucinations appeared first on Analytics Vidhya.

Modeling 271

Modeling Analytics 271

AWS Big Data

APRIL 9, 2025

With this capability, you can now perform highly targeted searches for assets such as column names, table names, database names, and Amazon Redshift schema names by enclosing search terms in a qualifier such as double quotes ( " " ). Pradeep Misra is a Principal Analytics Solutions Architect at AWS.

Metadata 109

Metadata Metrics Cost-Benefit Data-driven 109

AWS Big Data

JANUARY 15, 2025

Internally, making data accessible and fostering cross-departmental processing through advanced analytics and data science enhances information use and decision-making, leading to better resource allocation, reduced bottlenecks, and improved operational performance. Eliminate centralized bottlenecks and complex data pipelines.

IoT 110

IoT Machine Learning Metadata Data-driven 110

AWS Big Data

NOVEMBER 8, 2024

You can use Amazon Redshift to analyze structured and semi-structured data and seamlessly query data lakes and operational databases, using AWS designed hardware and automated machine learning (ML)-based tuning to deliver top-tier price performance at scale. Amazon Redshift delivers price performance right out of the box.

Data Lake 105

Data Lake Data Warehouse Optimization Testing 105

AWS Big Data

NOVEMBER 22, 2024

Lucene index and shard: OpenSearch is built as a distributed system on top of Apache Lucene, an open-source high-performance text search engine library. Search operations are performed across the shards in OpenSearch index individually and then a combined result is returned. source cluster containing 5 TiB (3.9

Snapshot 98

Snapshot Metadata Recreation/Entertainment Data Processing 98

CIO Business Intelligence

JANUARY 2, 2025

Nearly nine out of 10 senior decision-makers said they have gen AI pilot fatigue and are shifting their investments to projects that will improve business performance, according to a recent survey from NTT DATA. You would build the POC, but the efficacy of the solution didnt necessarily pan out with the original hypothesis, he adds.

Experimentation 144

Experimentation Digital Transformation Technology Finance 144

datapine

JANUARY 24, 2021

Your Chance: Want to perform advanced data analysis with a few clicks? However, the truth is that no matter how advanced your IT infrastructure is, your data will not provide you with a ready-made solution unless you ask it specific questions regarding data analysis. Data Is Only As Good As The Questions You Ask.

IT 317

IT Statistics KPI Data-driven 317

AWS Big Data

OCTOBER 30, 2024

Amazon DataZone now launched authentication supports through the Amazon Athena JDBC driver, allowing data users to seamlessly query their subscribed data lake assets via popular business intelligence (BI) and analytics tools like Tableau, Power BI, Excel, SQL Workbench, DBeaver, and more.

Visualization 118

Visualization Data Lake Testing Data Governance 118

Analytics Vidhya

FEBRUARY 27, 2024

Introduction In this article we will learn to enhance RAG performance with CRAG. Large language models made it possible to build solutions for problems that were difficult before. Question and Answering over large amounts of data was one such […] The post How to Enhance RAG Performance with CRAG?

Modeling 236

Modeling Analytics IT 236

CIO Business Intelligence

NOVEMBER 19, 2024

You can use these agents through a process called chaining, where you break down complex tasks into manageable tasks that agents can perform as part of an automated workflow. These agents are already tuned to solve or perform specific tasks. Would you know that the user agent performs sentiment/text analysis?

Testing 135

Testing Cost-Benefit Interactive ROI 135

AWS Big Data

DECEMBER 12, 2024

One-time and complex queries are two common scenarios in enterprise data analytics. These complex queries typically involve data sources from multiple business systems, requiring multilevel nested SQL or associations with numerous tables for highly sophisticated analytical tasks.

Snapshot 97

Snapshot Recreation/Entertainment Experimentation Data Lake 97

CIO Business Intelligence

DECEMBER 20, 2024

Invest in core functions that perform data curation such as modeling important relationships, cleansing raw data, and curating key dimensions and measures. Real-time analytics. The goal of many modern data architectures is to deliver real-time analytics the ability to perform analytics on new data as it arrives in the environment.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

CIO Business Intelligence

APRIL 24, 2025

The first wave of generative artificial intelligence (GenAI) solutions has already achieved considerable success in companies, particularly in the area of coding assistants and in increasing the efficiency of existing SaaS products. This is the only way for the company to ensure consistent performance and control access to data and tools.

Enterprise 125

Enterprise Sales Cost-Benefit B2B 125

AWS Big Data

DECEMBER 4, 2024

From the Unified Studio, you can collaborate and build faster using familiar AWS tools for model development, generative AI, data processing, and SQL analytics. Noritaka Sekiyama is a Principal Big Data Architect with AWS Analytics services. The process involves merging the allevents_pipe and venue_pipe files from the TICKIT dataset.

Visualization 117

Visualization Sales Data-driven Analytics 117

AWS Big Data

OCTOBER 30, 2024

Tens of thousands of customers today rely on Amazon Redshift to analyze exabytes of data and run complex analytical queries, making it the most widely used cloud data warehouse. With the existing COPY syntax , we add the JOB CREATE parameter to perform a one-time setup for automatic file ingestion.

Data Warehouse 109

Data Warehouse Sales Data Lake Recreation/Entertainment 109