O'Reilly on Data

JUNE 11, 2024

One of the ways we are putting AI to work is our update to Answers. It’s in every book, on-demand course, and video, and will eventually be available across our entire learning platform. Here are a few insights into the decisions that we made in the process of building Answers. Now you can.

Modeling 340

Modeling Experimentation Interactive Data-driven 340

CIO Business Intelligence

OCTOBER 30, 2024

Felix AI can rapidly process session data and surface key issues or opportunities, drastically reducing the time it takes to identify and act on customer pain points. While Felix AI already enables businesses to process data at scale and act on insights faster, the potential for further automation and optimization is vast.

Analytics 128

Analytics Metrics Optimization Interactive 128

CIO Business Intelligence

DECEMBER 10, 2024

Applying customization techniques like prompt engineering, retrieval augmented generation (RAG), and fine-tuning to LLMs involves massive data processing and engineering costs that can quickly spiral out of control depending on the level of specialization needed for a specific task.

Modeling 116

Modeling Insurance Unstructured Data Experimentation 116

CIO Business Intelligence

JANUARY 6, 2025

The opportunity to further leverage AI to enhance our security infrastructure, address threats, and enable fraud detection is immense, she says. Our success will be measured by user adoption, a reduction in manual tasks, and an increase in sales and customer satisfaction. Her goal is to continue empowering them.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

MARCH 19, 2025

Weve developed our own agentic AI for code management, says Charles Clancy, CTO at Mitre. Our goal is to modernize complex, mission-critical legacy IT systems in all government organizations, he says. Were developing our own AI models customized to improve code understanding on rare platforms, he adds.

Software 143

Software Risk Enterprise Cost-Benefit 143

Analytics Vidhya

OCTOBER 19, 2023

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights.

Interactive 348

Interactive Modeling Technology Analytics 348

CIO Business Intelligence

NOVEMBER 26, 2024

It is the central ingredient needed to drive underwriting processes, determine accurate pricing, manage claims, and drive customer engagement. In our case, a key priority in our data modernization effort was to move our organization from reactive to proactive decision making based on data-driven insights.

Insurance 131

Insurance Data-driven Data Architecture Technology 131

O'Reilly on Data

MARCH 25, 2025

We can answer any question about our docs! Business value : Once we have a rubric for evaluating our systems, how do we tie our macro-level business value metrics to our micro-level LLM evaluations? The answers were: Our students. Lets be real: building LLM applications today feels like purgatory. How do we do so?

Testing 174

Testing Data-driven Software Measurement 174

Analytics Vidhya

DECEMBER 24, 2023

Introduction In the bustling world of machine learning, categorical data is like the DNA of our datasets – essential yet complex. But how do we make this data comprehensible to our algorithms? Enter One Hot Encoding, the transformative process that turns categorical variables into a language that machines understand.

Machine Learning 334

Machine Learning Analytics Data Science 334

Analytics Vidhya

SEPTEMBER 2, 2022

Also, we will store that data in a MongoDB database to process it according to our needs and requirements. Introduction This article will discuss how we can wirelessly send data of various IoT sensors from a microcontroller to a web application. Sending the […].

IoT 361

IoT Data Science Publishing Analytics 361

datapine

NOVEMBER 27, 2019

Read on to see our top 10 business intelligence trends for 2020! Exclusive Bonus Content: Get Our 2020 BI Trends Handbook For Free! That’s why it is of utmost importance to start with utilizing the right key performance indicators – there are numerous KPI examples that can make or break the quality process of data management.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Analytics Vidhya

SEPTEMBER 13, 2022

Introduction Natural language processing is one of the most widely used skills at the enterprise level as it can deal with non-numeric data. Still, we as humans communicate in our native languages (English as a […]. This article was published as a part of the Data Science Blogathon.

Data Science 360

Data Science Publishing Enterprise Analytics 360

Analytics Vidhya

MAY 15, 2024

AI assistants help increase our productivity by handling activities like coding, email sorting, and meeting scheduling. Their versatility and efficiency stem from their use of the most recent developments in machine learning and natural language processing.

Machine Learning 325

Machine Learning Analytics 325

Analytics Vidhya

NOVEMBER 19, 2022

The requirement to process and store these data has also become problematic. Today, data controls a significant portion of our lives as consumers due to advancements in wireless connectivity, processing power, and […]. Introduction The rate of data expansion in this decade is rapid.

Data Science 329

Data Science Publishing Analytics Data Warehouse 329

Analytics Vidhya

DECEMBER 18, 2021

This article was published as a part of the Data Science Blogathon Whenever an image appears in front of us our brain is capable of annotating or labeling it. How can a machine process an image and label it with a highly relevant and accurate caption? But, what about computers? It seemed quite impossible a few […].

Deep Learning 359

Deep Learning Data Science Publishing Analytics 359

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. Apache Flink is a distributed open source engine for processing data streams.

Management 137

Management Data Analytics Analytics Recreation/Entertainment 137

David Menninger's Analyst Perspectives

MAY 14, 2025

The development of new applications driven by artificial intelligence requires a more agile and collaborative approach to data governance one that automates and accelerates previously manual processes to increase access to data with ongoing requirements for regulatory compliance. AI and data governance are symbiotic.

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CIO Business Intelligence

NOVEMBER 5, 2024

Once synonymous with a simple plastic credit card to a company at the forefront of digital payments, we’ve consistently pushed the boundaries of innovation while respecting tradition and our relationships with our merchants, banks, and customers. When a customer needs help, how fast can our team get it to the right person?

B2B 132

B2B Machine Learning Technology Marketing 132

Analytics Vidhya

JUNE 25, 2024

In this guide, we’ll create a chatbot using LangChain, a powerful framework that simplifies the process of working with large language models. Our chatbot will have the following key features: By the end of this article, you’ll have […] The post How to Build a LangChain Chatbot with Memory?

Interactive 318

Interactive Modeling Analytics 318

Analytics Vidhya

JUNE 22, 2022

Introduction AI and machine learning are two of our time’s buzz-worthy business terms. As a result, businesses across all industries are looking to implement these technologies to improve and automate their core processes. This article was published as a part of the Data Science Blogathon. And the energy industry is no exception.

Analytics 348

Analytics Machine Learning Data Science Publishing 348

O'Reilly on Data

OCTOBER 11, 2022

And it’s never bubbled up far enough into our consciousness to make it into our monthly Trends piece. There seems to be broad agreement that hyperautomation is the combination of Robotic Process Automation with AI. We’ll see it in the processing of the thousands of documents businesses handle every day. What’s required?

Data Integration 353

Data Integration Insurance Dashboards Data-driven 353

Analytics Vidhya

JUNE 7, 2022

Introduction on Database Management System Indexing is a technique to optimize our performance or processing speed of querying records in the database by minimizing the number of searches or scans required. This article was published as a part of the Data Science Blogathon.

Management 343

Management Data Science Publishing Optimization 343

Analytics Vidhya

AUGUST 26, 2021

This article was published as a part of the Data Science Blogathon From our previous article, we have learned about how to blur an image using a kernel, and we have also learned exactly what a kernel is- It simply refers to the matrix involved in the image manipulation process. For the task of blurring an […].

Data Science 343

Data Science Publishing Analytics Unstructured Data 343

Analytics Vidhya

NOVEMBER 25, 2021

Introduction We will learn how to do stemming in Python using the NLTK package for our NLP project in this lesson. The post An Introduction to Stemming in Natural Language Processing appeared first on Analytics Vidhya. We shall provide an overview of stemming and trace its history.

Data Science 335

Data Science Publishing Analytics IT 335

Analytics Vidhya

JULY 17, 2024

Introduction Statistical Analysis of text is one of the important steps of text pre-processing. It helps us understand our text data in a deep, mathematical way. This type of analysis can help us understand hidden patterns, and the weight of specific words in a sentence, and overall, helps in building good language models.

Statistics 304

Statistics Modeling Analytics IT 304

Analytics Vidhya

APRIL 23, 2023

Introduction “Image processing” may seem new to you. Still, we all do image processing in our daily life, like blurring, cropping, de-noising, and also adding different filters to enhance an image before uploading it to social media. Sometimes it is the app that you use has that task automated (i.e.,

Deep Learning 302

Deep Learning Analytics IT 302

Analytics Vidhya

JUNE 23, 2022

Introduction We use the panda’s package to process and transfer data around when working on projects. When our dataset has many observations, however, the process of storing and loading data grows slower, and each kernel […]. This article was published as a part of the Data Science Blogathon.

Data Science 306

Data Science Publishing Analytics IT 306

Analytics Vidhya

FEBRUARY 13, 2023

Introduction Every data scientist demands an efficient and reliable tool to process this big unstoppable data. Today we discuss one such tool called Delta Lake, which data enthusiasts use to make their data processing pipelines more efficient and reliable.

Data Processing 306

Data Processing Analytics Data Warehouse Big Data 306

CIO Business Intelligence

MARCH 5, 2025

With such a shift, Modivcare and its CIO Jessica Kral aim to create a comprehensive and shared view of the companys processes. Our goal is to maximize service value, deeply understand client needs, ensure exceptional quality, and deliver impactful solutions. Whats the context for the new product operating model?

Modeling 118

Modeling Interactive Strategy Technology 118

CIO Business Intelligence

NOVEMBER 19, 2024

But with the advent of GPT-3 in 2020, LLMs exploded onto the scene, captivating the world’s attention and forever altering the landscape of artificial intelligence (AI), and in the process, becoming an essential part of our everyday computing lives. Sam Altman, OpenAI CEO, forecasts that agentic AI will be in our daily lives by 2025.

Testing 135

Testing Cost-Benefit Interactive ROI 135