Smart Data Collective
SEPTEMBER 13, 2023
Welcome to 2023, the age where screens are more than mere displays; they’re interactive communication portals, awash with data and always hungry for more. It’s time to dig deeper into the nexus of Big Data, Analytics, and Kitcast Digital Signage , the new frontier of business intelligence that’s transforming our interaction with the commercial environment, one digital billboard at a time.
Analytics Vidhya
SEPTEMBER 12, 2023
In an enlightening study, AI chatbots have demonstrated their incredible potential by running a hypothetical software company, ChatDev, and developing software from scratch in under seven minutes, all while keeping costs under a dollar. This remarkable achievement, made possible by powerful AI technology like OpenAI‘s ChatGPT, opens new doors in software development.
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O'Reilly on Data
SEPTEMBER 12, 2023
A few weeks ago, I saw a tweet that said “Writing code isn’t the problem. Controlling complexity is.” I wish I could remember who said that; I will be quoting it a lot in the future. That statement nicely summarizes what makes software development difficult. It’s not just memorizing the syntactic details of some programming language, or the many functions in some API, but understanding and managing the complexity of the problem you’re trying to solve.
KDnuggets
SEPTEMBER 10, 2023
Back to Basics: Understanding key data management principles that data scientists should know.
Advertiser: ZoomInfo
AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.
CIO Business Intelligence
SEPTEMBER 15, 2023
Women leaders are switching jobs at rates far higher than their male counterparts as they demand more from their employers and show they’re willing to go elsewhere to get it. That trend is substantiated by recent research from McKinsey. Given this reality – and the business world’s drive to create more diverse and inclusive leadership teams – the pressure is now on companies to hold on to the few women leaders they already have.
Analytics Vidhya
SEPTEMBER 14, 2023
Introduction The Fibonacci series in python is a mathematical sequence that starts with 0 and 1, with each subsequent number being the sum of the two preceding ones. In Python, generating the Fibonacci series is not only a classic programming exercise but also a great way to explore recursion and iterative solutions. What is the […] The post Fibonacci Series in Python | Code, Algorithm & More appeared first on Analytics Vidhya.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
KDnuggets
SEPTEMBER 14, 2023
Mastering the Basics of Linear Regression and Fundamentals of Gradient Descent and Loss Minimization.
CIO Business Intelligence
SEPTEMBER 13, 2023
Years into digital transformation, and decades into the IT function itself, many CIOs still fall short when it comes to innovation. Tech debt, budget constraints, and overloaded staff schedules are among the top reasons IT leaders cite for scuttled innovation attempts. Indeed, 50% of C-suite execs surveyed for a 2023 report on digital transformation from fintech company Broadridge admitted they struggle to balance innovation with daily tasks.
Analytics Vidhya
SEPTEMBER 11, 2023
Introduction Reinforcement Learning from Human Factors/feedback (RLHF) is an emerging field that combines the principles of RL plus human feedback. It will be engineered to optimize decision-making and enhance performance in real-world complex systems. RLHF for high performance focuses on understanding human behavior, cognition, context, knowledge, and interaction by leveraging computational models and data-driven approaches […] The post RLHF For High-Performance Decision-Making: Strategie
Smart Data Collective
SEPTEMBER 10, 2023
Last year, the market for cloud computing services was worth over $483 billion. There are many factors driving this growth. We have talked at length about the benefits of cloud technology. The cloud has led to tremendous changes in the way digital businesses operate. One of the sectors that has been most heavily affected is the network-as-a-service sector.
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
KDnuggets
SEPTEMBER 12, 2023
High-level exploration of the role of statistics in data science.
CIO Business Intelligence
SEPTEMBER 14, 2023
What is a data engineer? Data engineers design, build, and optimize systems for data collection, storage, access, and analytics at scale. They create data pipelines that convert raw data into formats usable by data scientists, data-centric applications, and other data consumers. Their primary responsibility is to make data available, accessible, and secure to stakeholders.
Analytics Vidhya
SEPTEMBER 15, 2023
Introduction Generative AI has gained immense popularity in recent years for its ability to create data that closely resembles real-world examples. One of the lesser-explored but highly practical applications of generative AI is anomaly detection using Variational Autoencoders (VAEs). This guide will provide a hands-on approach to building and training a Variational Autoencoder for anomaly […] The post Training a Variational Autoencoder For Anomaly Detection Using TensorFlow appeared first
Smart Data Collective
SEPTEMBER 13, 2023
Data analytics technology has been instrumentally valuable for the marketing profession. Global companies are projected to spend over $9.7 billion on marketing analytics within the next seven years. One of the biggest ways that data analytics is changing marketing is that it can help with marketing research. Last month, we talked about the merits of using data analytics to get a better understanding of your competitors.
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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.
KDnuggets
SEPTEMBER 11, 2023
Where do you start in a field as vast as big data? Which tools and techniques to use? We explore this and talk about the most common tools in big data.
CIO Business Intelligence
SEPTEMBER 11, 2023
When it comes to fostering digital literacy in the C-suite, Michael Seals literally wrote the book. At his company, anyway. In tandem with his job as chief digital officer and senior vice president of strategy at Hussman, Seals got a Ph.D. in business administration and wrote his dissertation on digital acuity and intelligence in “incumbent companies.
Analytics Vidhya
SEPTEMBER 13, 2023
Making a career change in data science at 30 isn’t only possible but very unusual. Data science offers exciting possibilities for those with the right skills and mindset, and age must not be a barrier to pursuing your dreams. This guide will explore the steps and strategies for effectively transitioning into a data science profession, […] The post How to Go For a Data Science Career Change at 30?
Smart Data Collective
SEPTEMBER 10, 2023
The internet offers many benefits for kids. These include music, interactive games, communicating with teachers or friends, or researching things for school. The internet is also like a big, dangerous city that has no police. Big data tracks their information and movements online, while kids can also be exposed to cyberbullies, identity theft, inappropriate content, and online predators.
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GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.
KDnuggets
SEPTEMBER 12, 2023
Understanding Machine Learning: Exposing the Tasks, Algorithms, and Selecting the Best Model.
CIO Business Intelligence
SEPTEMBER 15, 2023
After laying off 8,000 staffers in January, Salesforce is now planning to hire at least 3,300 employees. The plan includes rehiring some of the former employees. Salesforce is looking at a large recruitment drive as it plans to invest in new areas such as generative AI and push some of its popular products, such as the Data Cloud, CEO Marc Benioff, and chief operating officer Brian Millham told Bloomberg in an interview.
Analytics Vidhya
SEPTEMBER 12, 2023
Introduction Neuroevolution is a captivating field where AI merges neural networks and evolutionary algorithms to nurture its creative abilities. It’s akin to AI’s artistic or musical journey, allowing it to paint masterpieces and compose symphonies. This article delves into neuroevolution, exploring its mechanics, applications, and significance.
Smart Data Collective
SEPTEMBER 13, 2023
Artificial intelligence is starting to have a huge impact on the way many companies around the world operate. One of the biggest reasons that biggest ways that AI is changing the business world is with marketing. One recent survey found that 61.4% of marketers use AI in marketing to some degree or another. AI technology is especially beneficial with digital marketing, since digital marketers can take advantage of large amounts of data to optimize their strategies.
Advertiser: ZoomInfo
ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!
KDnuggets
SEPTEMBER 13, 2023
Getting Started with SQL in 5 Steps • Introduction to Databases in Data Science • Time 100 AI: The Most Influential?
CIO Business Intelligence
SEPTEMBER 12, 2023
As I reflect on the biggest technology innovations during my career―the Internet, smartphones, social media―a new breakthrough deserves a spot on that list. Generative AI has taken the world seemingly by storm, impacting everything from software development, to marketing, to conversations with my kids at the dinner table. At the recent Six Five Summit , I had the pleasure of talking with Pat Moorhead about the impact of Generative AI on enterprise cybersecurity.
Analytics Vidhya
SEPTEMBER 12, 2023
Artificial Intelligence, the driving force behind the technological revolution, is silently draining our water resources. The thirst for power exhibited by AI, including advanced systems like OpenAI’s ChatGPT, is causing an alarming increase in water consumption. In this article, we’ll delve into how AI’s insatiable appetite for energy impacts our environment and what tech giants […] The post AI’s Growing Thirst May Cause Global Water Shortage appeared first on Anal
Smart Data Collective
SEPTEMBER 13, 2023
AI technology becomes more vital for businesses with each passing day. One of the most important yet often overlooked benefits of AI is that it can help businesses bolster their digital security. A growing number of hackers are using AI to perpetuate cyberattacks. Cybersecurity professionals need to use AI as well if they hope to combat these growing threats.
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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.
KDnuggets
SEPTEMBER 12, 2023
With a shortage of talent and an abundance of opportunity, there’s never been a better time to launch or advance your data science career with the SAS Academy for Data Science. Read on to find out everything you need to become a SAS Certified Data Scientist.
CIO Business Intelligence
SEPTEMBER 12, 2023
The stock prices are soaring. Everyone is still amazed by the way the generative AI algorithms can whip off some amazing artwork in any style and then turn on a dime to write long essays with great grammar. Every CIO and CEO has a slide or three in their deck ready to discuss how generative AI is going to transform their business. The technology is still in its infancy but the capabilities are already undeniable.
Analytics Vidhya
SEPTEMBER 12, 2023
Introduction Imagine a world where AI can take a musician’s voice command and transform it into a beautiful, melodic guitar sound. It’s not science fiction; it results from groundbreaking research in the open-source community, ‘The Sound of AI’. In this article, we’ll explore the journey of creating Large Language Models (LLMs) for ‘Musician’s Intent Recognition’ […] The post Text to Sound – Train Your Large Language Models appeared first on Analytics Vidhya.
Smart Data Collective
SEPTEMBER 12, 2023
AI technology is rapidly changing the software industry. One analysis found that the market for AI in the profession is expected to be worth over $600 million within the next three years. We have talked a lot about the ways that AI technology is improving the quality of software. We even pointed out that AI can improve the development of low-code frameworks.
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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?
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