Wed.Mar 15, 2023

article thumbnail

Revolutionizing Document Processing Through DocVQA

Analytics Vidhya

Introduction DocVQA (Document Visual Question Answering) is a research field in computer vision and natural language processing that focuses on developing algorithms to answer questions related to the content of a document, like a scanned document or an image of a text document. Unlike other types of visual question answering, where the focus is on […] The post Revolutionizing Document Processing Through DocVQA appeared first on Analytics Vidhya.

article thumbnail

Wiiisdom Automates Analytics Operations for Trusted Analyses

David Menninger's Analyst Perspectives

Data analytics provide valuable insights and enable organizations to make better decisions, improve performance and gain a competitive advantage in the marketplace. Analytics can change frequently depending on the data being analyzed and the methods used to gather and process it. Factors such as new data, changes in the underlying systems or updates to algorithms can all contribute to differences in an analysis.

Analytics 130
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Concept Learning: Key to Better and Faster Decisions!

Analytics Vidhya

Introduction You’ve probably wondered how banks are able to decide precisely who gets a loan and who doesn’t. Despite dealing with thousands of different applicants, their systems are always equipped to make the appropriate decisions. Not only that, but they can make those decisions very quickly and accurately. By evaluating the characteristics of loan applicants, […] The post Concept Learning: Key to Better and Faster Decisions!

Analytics 287
article thumbnail

What Is a Large Language Model, the Tech Behind ChatGPT?

Dataiku

The release of ChatGPT by OpenAI in December 2022 has drawn an incredible amount of attention. This curiosity extends from artificial intelligence in general to the class of technologies that underpins the AI chatbot in particular. These models, called large language models (LLMs), are capable of generating text on a seemingly endless range of topics.

Modeling 126
article thumbnail

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

article thumbnail

5 Benefits of Migrating Your Business to Google Cloud Platform

Analytics Vidhya

Introduction Cloud is one of the hottest topics and technologies these days. It attracts IT leaders and entrepreneurs of all levels by highlighting its numerous advantages. Migration of mobile, web, or desktop applications to the cloud allows enterprises to stay connected with their target market by allowing them to use the program at any time, […] The post 5 Benefits of Migrating Your Business to Google Cloud Platform appeared first on Analytics Vidhya.

Marketing 271
article thumbnail

Top 5 Security Trends for CIOs

CIO Business Intelligence

The post-pandemic reality. Macroeconomic turbulence. Explosive technology innovations. Generational shifts in technological expectations. All these forces and more drive rapid, often confusing change in organizations large and small. With every such change comes opportunity–for bad actors looking to game the system. Cybersecurity cannot stand still, or the waves of innovation will overrun the shores.

More Trending

article thumbnail

GPT-4: Everything You Need To Know

KDnuggets

A new model by OpenAI with improved natural language generation and understanding capabilities.

Modeling 155
article thumbnail

Cassandra or MongoDB: Which NoSQL Databases to Choose?

Analytics Vidhya

Introduction NoSQL databases are non-tabular databases that store data in a different way from standard RDBMS, which store data in many relational tables with rows and columns. NoSQL stands for “not only SQL,” as opposed to “no SQL at all.” Based on their data model, NoSQL databases are categorised into numerous groups. These databases are […] The post Cassandra or MongoDB: Which NoSQL Databases to Choose?

Modeling 281
article thumbnail

What Are The Downsides of AI Advancement?

KDnuggets

While AI has certainly several positive uses to offer the world, it’s also displaying harm when it comes to academics, cybersecurity, the environment, jobs, and privacy.

IT 115
article thumbnail

6 signs it’s time to restructure your IT organization

CIO Business Intelligence

Nothing lasts forever in IT, and that includes your organizational structure. Deciding on whether to scrap or keep existing infrastructure of any stripe isn’t easy. A complete rebuild can be disruptive, time-consuming, and risky. And if the initiative misses its goal, or runs over budget, the CIO’s job may be at stake. Yet, as any IT leader knows, when technical infrastructure fails to meet enterprise needs, hampering productivity and innovation, it’s often time to rebuild from scratch.

IT 109
article thumbnail

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

article thumbnail

Top Tools for Your Cloud Data Security Stack in 2023

Smart Data Collective

Cloud data security is a crucial aspect of safeguarding sensitive data stored in cloud environments from unauthorized access, theft, and other security threats. This entails implementing a wide range of robust security measures that can protect cloud infrastructure, applications, and data from advanced cyber threats. Furthermore, with the widespread adoption of cloud-based solutions, the risk of cyber-attacks has increased significantly.

Risk 89
article thumbnail

What your CFO really needs in periods of economic uncertainty

CIO Business Intelligence

The pressure is on to navigate economic uncertainty. Gartner’s downward revision of projected worldwide IT spending in 2023 from 5.1% to 2.4% growth underscores how inflation, interest rate fluctuations, and consumer spending are reshaping forecasts, investment portfolios, and the CIO agenda. Regardless of your company’s investment posture during this period of instability, interactions with the CFO have likely increased and become more consequential in the last few months.

article thumbnail

KDnuggets News, March 15: 4 Ways to Generate Passive Income Using ChatGPT • Simpson’s Paradox and its Implications in Data Science

KDnuggets

4 Ways to Generate Passive Income Using ChatGPT • Simpson's Paradox and its Implications in Data Science • ChatGPT vs Google Bard: A Comparison of the Technical Differences • Master the Power of Data Analytics: The Four Approaches to Analyzing Data • GitHub CLI for Data Science Cheat Sheet

article thumbnail

Don’t do IT yourself: The trick to ensuring business alignment

CIO Business Intelligence

Picture this: A newly hired CIO of a large Fortune 500 company meets with all the C-level executives of the firm in the CEO’s office. During the meet and greet, after saying how he looks forward to setting up one-on-ones with all of them to discuss their thoughts on the IT department, he notices a bit of indifference among the people in the room. Reflecting on this after the meeting, he sits down with the CEO and asks how she would evaluate IT’s performance to date.

IT 103
article thumbnail

The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

article thumbnail

Introduction to __getitem__: A Magic Method in Python

KDnuggets

Magic methods can make our class design more intuitive by giving us access to Python’s built-in syntax features. In this tutorial, we will study the __getitem__ method for custom indexing.

78
article thumbnail

5 strategies for boosting endpoint management

CIO Business Intelligence

Cloud architectures and remote workforces have effectively dissolved the network perimeter, the traditional line of defense for IT security. Lacking that decisive boundary, the work of security teams has changed. Now to guard against data breaches, ransomware, and other types of cyber threats, protecting network endpoints is more important than ever.

article thumbnail

Power of Visual ChatGPT : Conversations with AI and Images!

Analytics Vidhya

Introduction Recently, Large Language Models (LLMs) have made great advancements. One of the most notable breakthroughs is ChatGPT, which is designed to interact with users through conversations, maintain the context, handle follow-up questions, and correct itself. However, ChatGPT is limited in processing visual information since it’s trained with a single language modality.

article thumbnail

Oracle extends its MyLearn program to NetSuite

CIO Business Intelligence

Oracle is extending its MyLearn program, offered via the company’s University portal, to cover its NetSuite midmarket ERP products. Like the Oracle University version of MyLearn, NetSuite’s MyLearn program — which offers courses on Oracle Cloud Infrastructure (OCI) and SaaS offerings such as Fusion applications — will offer courses on its product fundamentals and implementation.

IT 52
article thumbnail

Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

article thumbnail

Accelerate data insights with Elastic and Amazon Kinesis Data Firehose

AWS Big Data

This is a guest post co-written with Udayasimha Theepireddy from Elastic. Processing and analyzing log and Internet of Things (IoT) data can be challenging, especially when dealing with large volumes of real-time data. Elastic and Amazon Kinesis Data Firehose are two powerful tools that can help make this process easier. For example, by using Kinesis Data Firehose to ingest data from IoT devices, you can stream data directly into Elastic for real-time analysis.

article thumbnail

Unified commerce elevates customer experience for Hippo Stores

CIO Business Intelligence

One of the biggest challenges confronting retailers today is ensuring convergence between customers’ traditional in-store shopping experience and their digital journey, thereby delivering a seamless customer experience (CX). For brick-and-mortar stores, legacy technologies often make migrating online difficult. Over time, as they explore online opportunities, traditional retailers often find it challenging to unravel all they have built and imagine their technology stack afresh.

B2B 98
article thumbnail

Reliable Data Exchange with the Outbox Pattern and Cloudera DiM

Cloudera

In this post, I will demonstrate how to use the Cloudera Data Platform (CDP) and its streaming solutions to set up reliable data exchange in modern applications between high-scale microservices, and ensure that the internal state will stay consistent even under the highest load. Introduction Many modern application designs are event-driven. An event-driven architecture enables minimal coupling, which makes it an optimal choice for modern, large-scale distributed systems.

article thumbnail

Proactive cybersecurity: sometimes offence is the best defense

CIO Business Intelligence

In today’s cybersecurity environment—with new types of incidents and threat vectors constantly emerging—organizations can’t afford to sit back and wait to be attacked. They need to be proactive and on the offensive when it comes to defending their networks, systems, and data. It’s important to understand that launching an offensive cybersecurity strategy does not mean abandoning traditional defensive measures such as deploying firewalls, intrusion detection systems (IDS), anti-malware software,

Testing 97
article thumbnail

Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

article thumbnail

How Infomedia built a serverless data pipeline with change data capture using AWS Glue and Apache Hudi

AWS Big Data

This is a guest post co-written with Gowtham Dandu from Infomedia. Infomedia Ltd (ASX:IFM) is a leading global provider of DaaS and SaaS solutions that empowers the data-driven automotive ecosystem. Infomedia’s solutions help OEMs, NSCs, dealerships and 3rd party partners manage the vehicle and customer lifecycle. They are used by over 250,000 industry professionals, across 50 OEM brands and in 186 countries to create a convenient customer journey, drive dealer efficiencies and grow sales.

article thumbnail

How tech companies could benefit from investing in Saudi Arabia

CIO Business Intelligence

LEAP, one of the biggest tech events in the Middle East took place recently in Riyadh for the second year with more than 172,000 people in attendance. During the opening, Abdullah Alswaha, the Minister of Communication and Information Technology of Saudi Arabia has announced that the Arab kingdom has received US$9 billion in investments to support future technologies, digital entrepreneurship, tech startups, and enhance the Kingdom of Saudi Arabia’s position as the largest digital market in the

article thumbnail

Give Your Users Mobile BI and Watch Them Thrive!

Smarten

Mobile BI and Augmented Analytics Improves Agility, Adaptability and Productivity! Today’s management teams are demanding! Team members must do more and time is short. There are many reasons for this phenomenon, and most of those reasons relate to the competition and to the constantly changing nature of customer behavior and expectations. Whether your company manufactures and sells smart phones, owns a restaurant chain, makes clothing, sells jewelry, or treats patients in a medical facility, thi