CIO Business Intelligence
AUGUST 29, 2023
Every organization is on an AI journey. Some don’t know they are. Others don’t want to leave home. Very few have a map or a mutually agreed upon destination. And only a tiny fraction have the appropriate shoes. That’s the current state of AI at Global 2000 enterprises, whose behavior set thus far in the AI space appears to be designed more to avoid embarrassment than to maximize value creation.
Smart Data Collective
AUGUST 31, 2023
Data analytics has had a tremendous impact on the financial sector in recent years. Therefore, it should be no surprise that the market for financial analytics is projected to be worth nearly $19 billion by 2030. There are a ton of great benefits of using data analytics in finance. One of the biggest opportunities to leverage financial analytics technology is in the field of investing.
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CIO Business Intelligence
AUGUST 21, 2023
Most CIOs and IT staffers remain, at heart, technologists, with many proclaiming their interest in shiny new tech toys. They may publicly preach “No technology for technology’s sake,” but they still frequently share their fascination with the latest tech gadgets. They’re not the only ones enthralled by tech. With technology and tech news now both pervasive and mainstream, many outside of IT — from veteran board members to college-age interns — are equally enthusiastic about bleeding-edge technol
Analytics Vidhya
AUGUST 29, 2023
Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. ChatGPT has been one of the most discussed topics among tech and not-so-techies since November 2022. It is a type of intelligent conversation that marks the dawn of an era of intelligent conversation. One can ask almost anything ranging from science, arts, […] The post Basic Tenets of Prompt Engineering in Generative AI appeared first on Analytics Vidhya.
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David Menninger's Analyst Perspectives
AUGUST 29, 2023
If I had a magic wand, I would want to add scenario evaluation to all business intelligence tools on the market. I have previously written about the need to make intelligent decisions with decision intelligence. The data and analytics markets have evolved so that organizations have far greater capabilities to utilize data in decision-making processes.
O'Reilly on Data
AUGUST 15, 2023
To follow up on our previous survey about low-code and no-code tools, we decided to run another short survey about tools specifically for software developers—including, but not limited to, GitHub Copilot and ChatGPT. We’re interested in how “developer enablement” tools of all sorts are changing the workplace. Our survey 1 showed that while these tools increased productivity, they aren’t without their costs.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
DataKitchen
AUGUST 24, 2023
Since the first edition of the DataOps Cookbook in 2019, we have talked with thousands of companies about their struggles to deliver data-driven insight to their customers. In many ways, they all have the same problems. They have built data and analytic systems with great hope of success. Still, they are burdened with too many errors, are overwhelmed with custom requests, and know they fail to succeed in their goal of leading their organizations to be more data-driven.
CIO Business Intelligence
AUGUST 11, 2023
Natural language processing definition Natural language processing (NLP) is the branch of artificial intelligence (AI) that deals with training computers to understand, process, and generate language. Search engines, machine translation services, and voice assistants are all powered by the technology. While the term originally referred to a system’s ability to read, it’s since become a colloquialism for all computational linguistics.
Analytics Vidhya
AUGUST 31, 2023
Introduction In the swiftly evolving Generative AI landscape, a new era has arrived. This transformative shift brings unprecedented advancements to AI applications, with Chatbots at the forefront. These AI-powered conversational agents simulate human-like interactions, reshaping communication for businesses and individuals. The term “Gen AI Era” emphasizes advanced AI’s role in shaping the future. “Unlocked potential” […] The post Building A Model From Scratch
Smart Data Collective
AUGUST 31, 2023
Artificial intelligence technology is radically changing the future of cybersecurity. Last year, global organizations spent over $15 billion on AI to bolster their cyber defenses. Smart companies realize that they can no longer overlook the importance of using AI to thwart hackers. After all, hackers themselves are turning to AI to commit their crimes.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
O'Reilly on Data
AUGUST 8, 2023
I’m sure that nobody will be surprised that the number of searches for ChatGPT on the O’Reilly learning platform skyrocketed after its release in November, 2022. It might be a surprise how quickly it got to the top of our charts: it peaked in May as the 6th most common search query. Then it dropped almost as quickly: it dropped back to #8 in June, and fell further to #19 in July.
KDnuggets
AUGUST 31, 2023
These are my predictions based on my personal experiences, recent research and reports from leading platforms.
AWS Big Data
AUGUST 31, 2023
Ingesting a high volume of streaming data has been a defining characteristic of operational analytics workloads with Amazon OpenSearch Service. Many of these workloads involve either self-managed Apache Kafka or Amazon Managed Streaming for Apache Kafka (Amazon MSK) to satisfy their data streaming needs. Consuming data from Amazon MSK and writing to OpenSearch Service has been a challenge for customers.
CIO Business Intelligence
AUGUST 9, 2023
Once a vanguard business strategy, digital transformation has become a perennial objective for business survival. Most CEOs (72%) continue to prioritize digital investments, according to the 2022 CEO Outlook report from KPMG, in part due to concerns about emerging and disruptive technology, a top three risk to organizational growth. Executives know that if their businesses don’t continually evolve through digital transformation they risk being overtaken by competitors or shut down by startups th
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The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
Analytics Vidhya
AUGUST 31, 2023
Introduction The transition from GPT-3.5 to GPT-4 in the generative artificial intelligence (AI) realm marks a transformative leap in language generation and comprehension. GPT-4, short for “Generative Pre-trained Transformer 4,” is the culmination of iterative advancements, harnessing improved architecture and training methods. While GPT-3.5 showcased impressive prowess in comprehending context and producing coherent text, GPT-4 […] The post Generative AI’s Shift From GP
Smart Data Collective
AUGUST 30, 2023
Cloud technology has been instrumental in the software development sector. This is one of the many examples of how cloud technology has benefited enterprises. Steven Gage wrote a great article in Dice.com a few years ago on the benefits of cloud computing for software development. Some of the biggest benefits include ease of deplorability and scalability.
Data Science 101
AUGUST 31, 2023
Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “My philosophy as a CTO is that my most important job is to keep the team focused and busy.” — Tom Johnson (@tomjohnson3) on Threads What is the back story around the creation of @trymultiplayer and how is it going?
KDnuggets
AUGUST 30, 2023
This post discusses the importance of media mix modeling and how it can be used to maximize the business impact of advertising. It also discusses the impact of seasonality on media advertising and how media mix modeling can be used to minimize the impact of seasonality on business outcomes.
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AWS Big Data
AUGUST 31, 2023
Amazon OpenSearch Serverless provides the search and analytical functionality of OpenSearch without the manual overhead of configuring, managing, and scaling OpenSearch clusters. It automatically scales the resources based on your workload, and you only pay for the resources consumed. Managing OpenSearch Serverless is simple, but with infrastructure as code (IaC) software like Terraform , you can simplify your resource management even more.
CIO Business Intelligence
AUGUST 30, 2023
In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. What a difference a few months makes. Now, generative AI use has infiltrated the enterprise with tools and platforms like OpenAI’s ChatGPT / DALL-E, Anthropic’s Claude.ai, Stable Diffusion, and others in ways both expected and unexpected.
Analytics Vidhya
AUGUST 31, 2023
In a significant stride towards combating the surge of misleading content, Google has introduced an innovative solution that brings a new layer of defense against the onslaught of deepfakes. This pioneering endeavor employs invisible watermarks, like secret shields, on images created using AI technology. The watermarking tool, named “SynthID,” is a product of the innovative […] The post Google Watermarks AI-Generated Images to Shield Against Deepfakes appeared first on Analytic
Smart Data Collective
AUGUST 27, 2023
In the fast-paced world of modern football, success on the field requires more than just raw talent and hard work. It demands a strategic approach that leverages every available advantage. This is where data collection steps onto the pitch, revolutionizing football performance analysis in unprecedented ways. The Evolution of Football Analysis From Gut Feelings to Data-Driven Insights In the early days of football, coaches relied on gut feelings and personal observations to make decisions.
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Data Science 101
AUGUST 31, 2023
Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “I’m writing a book about Typescript. It’s called TypeScript Gamified, and its goal is to help people learn TS the fun way.” — Paula Santamaría (@pau.codes) on Threads I believe you, @pau.codes, became a developer right out of high school.
KDnuggets
AUGUST 31, 2023
The Burtch Works 2023 Data Science & AI Professionals salary report is here, and includes insightful data such as hiring and marketplace trends, compensation changes over time, and salary data. Get your copy here.
AWS Big Data
AUGUST 31, 2023
Amazon Redshift is a fast, fully managed petabyte-scale cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing business intelligence (BI) tools. Tens of thousands of customers today use Amazon Redshift to analyze exabytes of data and run analytical queries, making it the most widely used cloud data warehouse.
CIO Business Intelligence
AUGUST 28, 2023
Since the Paris Agreement was signed in 2015, businesses have been taking part to contribute in pursuing net zero and achieve emission reduction targets. For Petrosea — a multi-disciplinary mining, infrastructure, and oil and gas services company in Indonesia — attention shifted to pursuing more sustainable operations with lower carbon emissions. A complex undertaking for mining concerns In Petrosea’s case, decarbonizing the company’s large fleets and fossil fuel-dependent heavy equipment unit
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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
Analytics Vidhya
AUGUST 31, 2023
Google has unleashed a game-changing innovation set to redefine how Indians and Japanese explore the vast realm of information. Building upon the immense capabilities of artificial intelligence (AI), Google’s newly introduced AI-powered search tool, known as the Search Generative Experience (SGE), is primed to elevate the search experience to unparalleled heights.
Smart Data Collective
AUGUST 19, 2023
Data analytics technology has significantly improved the state of finance. The financial analytics market size was worth $7.99 billion last year and is projected to be worth over $18.7 billion by 2030. We have talked about some of the many ways that data analytics technology is changing the state of finance. One of the ways people are benefiting from data analytics is by improving credit score monitoring.
Data Science 101
AUGUST 30, 2023
Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “Definitely – now it [programmer] seems like an obvious career choice. Back then it really wasn’t that popular. Though when the dot com boom came everything changed!
KDnuggets
AUGUST 31, 2023
Buckle up for the Generative AI gold rush! Will BigTech rule with its picks and shovels? Which startups will strike it rich? Will “copilot for X” be the business strategy to hit pay dirt? How can startups dig moats to keep out other prospectors? And will the US once again have the richest gold seams?
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