Sat.Sep 09, 2023 - Fri.Sep 15, 2023

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The Power of Big Data and Analytics in Digital Signage

Smart Data Collective

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.

Big Data 124
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AI Chatbots Build Software in Minutes for Less Than $1

Analytics Vidhya

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.

Software 361
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The Real Problem with Software Development

O'Reilly on Data

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.

Software 311
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Data Management Principles for Data Science

KDnuggets

Back to Basics: Understanding key data management principles that data scientists should know.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

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Transforming the leadership trajectory for women in tech

CIO Business Intelligence

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.

Strategy 139
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Fibonacci Series in Python | Code, Algorithm & More

Analytics Vidhya

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.

Analytics 357

More Trending

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Linear Regression from Scratch with NumPy

KDnuggets

Mastering the Basics of Linear Regression and Fundamentals of Gradient Descent and Loss Minimization.

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10 mistakes that can tank IT innovation

CIO Business Intelligence

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.

IT 136
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RLHF For High-Performance Decision-Making: Strategies and Optimization

Analytics Vidhya

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

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Cloud Technology Revolutionizes Network-As-A-Service

Smart Data Collective

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.

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15 Modern Use Cases for Enterprise Business Intelligence

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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Statistics in Data Science: Theory and Overview

KDnuggets

High-level exploration of the role of statistics in data science.

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What is a data engineer? An analytics role in high demand

CIO Business Intelligence

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 135
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Training a Variational Autoencoder For Anomaly Detection Using TensorFlow

Analytics Vidhya

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

Analytics 349
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Using AI to Create Customized eCommerce Experiences for Consumers

Smart Data Collective

AI technology has become a huge boon for marketers all over the world. AI has been especially useful in the e-commerce field, which is one of the reasons that e-commerce companies are projected to spend $16.8 billion on machine learning by 2030. One of the reasons more e-commerce companies are using AI is that it helps with personalization. Keep reading to learn more about the benefits of using AI to create personalized experiences for e-commerce customers.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Working with Big Data: Tools and Techniques

KDnuggets

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.

Big Data 152
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Building digital fluency in the C-suite and beyond

CIO Business Intelligence

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.

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How to Go For a Data Science Career Change at 30? 

Analytics Vidhya

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?

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IT Hardware Startups Turn to Data Analytics for Market Research

Smart Data Collective

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.

Marketing 117
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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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10 Math Concepts for Programmers

KDnuggets

The not so secret behind becoming a proficient programmer - Math & it’s top 10 concepts.

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Salesforce to hire 3,300 staffers as it eyes generative AI opportunity

CIO Business Intelligence

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.

IT 132
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Harnessing Neuroevolution for AI Innovation

Analytics Vidhya

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.

Analytics 348
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AI Helps Businesses Enjoy Fast & Secure IT Infrastructures

Smart Data Collective

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.

IT 115
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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Understanding Machine Learning Algorithms: An In-Depth Overview

KDnuggets

Understanding Machine Learning: Exposing the Tasks, Algorithms, and Selecting the Best Model.

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Artificial Intelligence in Cybersecurity: Good or Evil?

CIO Business Intelligence

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.

Risk 131
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AI’s Growing Thirst May Cause Global Water Shortage

Analytics Vidhya

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

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Securely process near-real-time data from Amazon MSK Serverless using an AWS Glue streaming ETL job with IAM authentication

AWS Big Data

Streaming data has become an indispensable resource for organizations worldwide because it offers real-time insights that are crucial for data analytics. The escalating velocity and magnitude of collected data has created a demand for real-time analytics. This data originates from diverse sources, including social media, sensors, logs, and clickstreams, among others.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Getting Started with SQL in 5 Steps

KDnuggets

This comprehensive SQL tutorial covers everything from setting up your SQL environment to mastering advanced concepts like joins, subqueries, and optimizing query performance. With step-by-step examples, this guide is perfect for beginners looking to enhance their data management skills.

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Salesforce plans generative AI boost for ESG reporting with Net Zero Cloud

CIO Business Intelligence

Generative AI will soon be everywhere — including in Salesforce’s Net Zero Cloud environmental, social, and governance (ESG) reporting tool. Salesforce will add new features to Net Zero Cloud to automate some aspects of preparing ESG reports — something investors and regulators are increasingly paying attention to — and later upgrading them with new generative AI capabilities.

Reporting 128
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Text to Sound – Train Your Large Language Models

Analytics Vidhya

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.

Modeling 347
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Personalization and Customer Profiling with AI-Driven Helpdesk Software

Smart Data Collective

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.

Software 114
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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.