O'Reilly on Data

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. What is it, how does it work, what can it do, and what are the risks of using it? A quick scan of the web will show you lots of things that ChatGPT can do. It’s much more.

IT 269

IT Modeling Data-driven Testing 269

Analytics Vidhya

JULY 25, 2022

Introduction The gradient descent algorithm is an optimization algorithm mostly used in machine learning and deep learning. Gradient descent adjusts parameters to minimize particular functions to local minima. In linear regression, it finds weight and biases, and deep learning backward propagation uses the […].

Deep Learning 294

Deep Learning Machine Learning Data Science IT 294

Analytics Vidhya

OCTOBER 14, 2022

Introduction The distribution of computer services through the internet is known as cloud computing. Businesses can adopt the cloud computing paradigm, where they can rent IT equipment and services instead of purchasing and operating their data centers. These services cover everything from basic infrastructures […].

Analytics 327

Analytics Data Science IT Publishing 327

Analytics Vidhya

DECEMBER 3, 2022

One area we will look at is the new technology known as Vyper, which is a programming language for developing apps on the web 3. This type of […]. The post A Guide to Vyper and its Environments appeared first on Analytics Vidhya.

Data Science 304

Data Science IT Analytics Publishing 304

Analytics Vidhya

JULY 5, 2022

This component develops large-scale data processing using scattered and compatible algorithms in the […]. The post Learn Everything about MapReduce Architecture & its Components appeared first on Analytics Vidhya.

Data Science 348

Data Science Data Processing IT Analytics 348

CIO Business Intelligence

DECEMBER 8, 2023

“One of my bold bets is I want to eliminate our traditional service desk by 2025,” says Jason Ballard, IT executive and general manager for infrastructure and operations services at Toyota Motor North America. It’s not about getting rid of positions, however, but “insourcing” technical talent by developing team members to fill more valuable roles.

IT 114

IT Enterprise Technology Finance 114

Analytics Vidhya

OCTOBER 15, 2022

Introduction Data from different sources are brought to a single location and then converted into a format that the data warehouse can process and store. For example, a company stores data about its customers, products, employees, salaries, sales, and invoices. A boss may […].

Data Warehouse 317

Data Warehouse Data Science IT Analytics 317

Analytics Vidhya

OCTOBER 16, 2022

Introduction Graph machine learning is quickly gaining attention for its enormous potential and ability to perform extremely well on non-traditional tasks. Active research is being done in this area (being touted by some as a new frontier of machine learning), and open-source libraries […].

Machine Learning 344

Machine Learning Data Science IT Analytics 344

CIO Business Intelligence

SEPTEMBER 6, 2023

Talk may be cheap, but when it comes to IT security, strategic conversations with colleagues, business partners, and other relevant parties can be priceless. The discussions address changing regulatory and compliance requirements, and reveal vulnerabilities and threats for risk mitigation.” Are our systems adequately modernized for security?

IT 137

IT ROI Enterprise Risk 137

CIO Business Intelligence

NOVEMBER 29, 2023

That’s when Ayala saw the opportunity to have an even bigger impact, by training and equipping people with the skills to launch careers in IT. Today, the once technology recycling program is now a robust nonprofit focused on offering tuition-free IT training to help diversify the tech talent pipeline. And we didn’t code for the first two years.

IT 95

IT Software Technology Data-driven 95

CIO Business Intelligence

OCTOBER 6, 2023

When you’re tasked with migrating 200,000 servers to a new operating system, a helping hand is very welcome indeed. This is going to change how infrastructure is managed.” The migration is still in its early stages. Before, it took humans a significant amount of time to pore through logs to try to figure out what was going on before moving forward.

IT 130

IT Enterprise Management Analytics 130

Analytics Vidhya

JANUARY 19, 2023

Introduction Most machine learning algorithms don’t understand text data but numerical data. So it is necessary to represent the text data in numerical form as our computer or machine learning models can handle the numerical data. Word embeddings are an efficient way of representing words in the form of vectors.

Machine Learning 248

Machine Learning IT Analytics Modeling 248

Analytics Vidhya

MAY 30, 2023

AI is changing the way we live and work. It is impacting how work happens across all industries. Human Resource Management is a popular field that is getting impacted by AI. AI-powered tools and technology have become game-changers for hiring in the ever-changing recruiting world. appeared first on Analytics Vidhya.

IT 268

IT Analytics Technology Management 268

CIO Business Intelligence

NOVEMBER 29, 2023

By mid-2023, Walldorf-based Gerresheimer had its IT strategy revised, and a central component of this was its cloud journey, for which CIO Zafer Nalbant and his team built a hybrid environment consisting of a public cloud part based on Microsoft Azure, and a private cloud part that runs in a data center completely managed by T-Systems.

IT 64

IT Data Lake IoT Strategy 64

Analytics Vidhya

JUNE 26, 2023

Introduction Data is, somewhat, everything in the business world. To state the least, it is hard to imagine the world without data analysis, predictions, and well-tailored planning! 95% of C-level executives deem data integral to business strategies. appeared first on Analytics Vidhya.

Management 225

Management Data Integration IT Analytics 225

Analytics Vidhya

APRIL 25, 2023

Google CEO Sundar Pichai and OpenAI CEO Sam Altman have both expressed concerns about AI turning harmful if not properly deployed. Furthermore, Altman even admitted to being “scared” of his creation. […] The post Google Bard Learnt Bengali on Its Own: Sundar Pichai appeared first on Analytics Vidhya.

IT 276

IT Analytics Technology 276

CIO Business Intelligence

DECEMBER 6, 2023

OpenAI’s recent announcement of custom ChatGPT versions make it easier for every organization to use generative AI in more ways, but sometimes it’s better not to. But that’s not the only problem you might run into. But this wasn’t the first time Bing’s AI news added dubious polls to sensitive news stories.

IT 114

IT Modeling Risk Management Interactive 114

Analytics Vidhya

JULY 6, 2022

Whether movies depicting the threat of an algorithmic takeover or self-driving cars gradually taking over roads – Machine Learning has seeped into […]. The post Reinforcement Learning and its Scope in 2022 appeared first on Analytics Vidhya.

Machine Learning 305

Machine Learning Data Science IT Analytics 305

CIO Business Intelligence

OCTOBER 23, 2023

CIOs and their IT teams have enjoyed a bump in power and prestige in recent years, as the C-suite has embraced continuous transformation, digital everything, and a host of emerging technologies — all enabled by IT. Yet many IT departments are struggling to reshape themselves to better meet the mandates of today. IT needs to go beyond that.

IT 125

IT Enterprise Consulting Cost-Benefit 125

Analytics Vidhya

OCTOBER 9, 2022

However, such success is increasingly unattainable without a robust data management program. As today’s average industry captures vast volumes […]. The post Data Governance and Its Benefits appeared first on Analytics Vidhya.

Data Governance 220

Data Governance Data Science IT Analytics 220

Analytics Vidhya

MARCH 2, 2023

This article discusses the procedures, tools, and regulations that guard these assets. As well as talking about data security, network security, […] The post Getting Started with Cloud Security and its Applications appeared first on Analytics Vidhya.

IT 256

IT Analytics Deep Learning Machine Learning 256

CIO Business Intelligence

SEPTEMBER 26, 2023

There comes a time in every IT leader’s life when a key decision must be made: whether to follow an established rule or, as a matter of necessity, break precedent and embark on an alternate course. All are established to help the organization meet compliance and achieve essential goals. It should be, and usually is, a top IT priority.

IT 130

IT Risk Cost-Benefit Enterprise 130

CIO Business Intelligence

OCTOBER 16, 2023

IT organizations have worked hard to get away from the problems that had plagued their past project delivery processes. They have replaced expansive scopes, the waterfall methodology, and long timelines with iterative development, the agile approach, and multiweek sprints, hoping to avert the big failures that have littered IT’s history.

IT 128

IT Cost-Benefit Management Technology 128

CIO Business Intelligence

DECEMBER 5, 2023

IT leaders have always needed to exercise fiscal responsibility while meeting business demands for technology. But as digital transformation efforts have intensified in recent years, CIOs have had fewer opportunities to pause and reevaluate IT’s financial situation. But it’s not the only one.

IT 108

IT Cost-Benefit Digital Transformation Software 108

Analytics Vidhya

JUNE 7, 2023

With the launch of AI charting, an innovative feature integrated into its Electronic Health Records (EHR) platform, Carbon Health is revolutionizing the healthcare industry.

IT 239

IT Analytics Technology 239

CIO Business Intelligence

DECEMBER 6, 2023

Village Roadshow owns and operates, on one hand, theme parks on the Gold Coast, like Warner Brothers Movie World, SeaWorld, and Wet and Wild, among others, and on the other, cinemas in Victoria and Tasmania, where, together with its partners, it’s the largest cinema exhibitor in Australia. So it’s tough. Then it’s less scary.

IT 96

IT Cost-Benefit Strategy Management 96

CIO Business Intelligence

AUGUST 14, 2023

The Cherokee Nation of Oklahoma is the largest tribe in the US, with more than 460,000 citizens living across a 7,000-square-mile reservation in Oklahoma and around the world. The project has earned the Cherokee Nation of Oklahoma a 2023 CIO 100 Award for IT innovation and leadership. We figured it would be high adoption.

IT 98

IT Digital Transformation Interactive Technology 98

CIO Business Intelligence

OCTOBER 20, 2023

Certifications can validate your IT skills and experience to show employers you have the expertise to get the job done. Whatever your reason for getting certified, certifications are a great way to strengthen your resume, set yourself apart from other candidates in a job search, and boost your salary.

IT 132

IT IoT Enterprise Machine Learning 132

CIO Business Intelligence

DECEMBER 7, 2023

To understand service health, IT needs to examine availability, security, performance, and log data from all layers of the ecosystem. Accomplishing this task requires observability driven by artificial intelligence (AI). But observability is essentially impossible to achieve with legacy tools. The problem is not a lack of tools.

IT 64

IT Data-driven Strategy Enterprise 64

CIO Business Intelligence

NOVEMBER 27, 2023

That’s not to say they’re looking to ditch their roles or smash machines, as the real Luddites had. Yet CIOs do admit that they’re worried about multiple issues these days. Here are 10 worries keeping IT leaders up at night. For example, it highlighted a 153% rise in global ransomware attacks from September 2022 to September 2023.

IT 109

IT Digital Transformation Technology Reporting 109