KDnuggets

APRIL 4, 2023

Learn how Bard, Bing, ChatGPT, GitHub Copilot, and Hugging Face are improving data scientists' work life.

Data Science 129

Data Science 129

CIO Business Intelligence

APRIL 4, 2023

“Who owns and oversees employee experience and the future of work at your organization” is a question I’ve been asking CIOs and IT leaders a lot of late. The ensuing conversation usually reveals a telling disconnect that CIOs should remedy for the health of their companies. Most IT leaders pause before responding to this question. Some go on to describe hybrid work plans, which is one aspect of the future of work, but it’s not the complete scope.

Digital Transformation 143

Digital Transformation Data-driven Business Driver Finance 143

CIO Business Intelligence

APRIL 3, 2023

The current state of the contact center agent is clear, but for those unaware or overlooking this opportunity for improvement: agent attrition rates currently hover around 40% , the cost of replacing just one agent is between $10k-$20k , and 97% of agents are sometimes or almost always burned out. Unengaged employees (undoubtedly including contact center agents) collectively cost $7.8 trillion in lost productivity, or about 11% of the global GDP.

Statistics 130

Statistics Interactive Optimization Management 130

KDnuggets

APRIL 4, 2023

Tutorial on data cleaning techniques using Python.

Data Science 153

Data Science 153

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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?

Business Intelligence

Analytics Vidhya

APRIL 5, 2023

“Immortality in Just 7 Years,” Predicts Ex-Google Engineer Ray Kurzweil, the man behind some of the most accurate predictions of our time, has made a jaw-dropping claim: “Humans will achieve immortality by 2030!” In a recent YouTube series, the Ex-Google engineer spoke of the incredible advancements in technology that will lead to eternal life.

Technology 400

Technology Analytics Deep Learning 400

O'Reilly on Data

APRIL 5, 2023

The notion that artificial intelligence will help us prepare for the world of tomorrow is woven into our collective fantasies. Based on what we’ve seen so far, however, AI seems much more capable of replaying the past than predicting the future. That’s because AI algorithms are trained on data. By its very nature, data is an artifact of something that happened in the past.

Cost-Benefit 276

Cost-Benefit Data-driven Measurement Visualization 276

KDnuggets

APRIL 3, 2023

LangChain is a Python library that helps you build GPT-powered applications in minutes. Get started with LangChain by building a simple question-answering app.

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Analytics Vidhya

APRIL 5, 2023

Introduction Image segmentation is a task in computer vision that involves dividing a particular image into multiple segments where each segment represents an object or region in the image. This task is important for applications such as object detection, image recognition, and autonomous driving. TensorFlow is an open-source framework used for building and training machine […] The post Deep Learning for Image Segmentation with TensorFlow appeared first on Analytics Vidhya.

Deep Learning 397

Deep Learning Analytics 397

Dataiku

APRIL 3, 2023

Thirteen years ago, 14 months after Geoffrey Hinton’s seminal deep learning tech talk , Google Chief Economist Hal Varian said that statisticians would be the sexiest job in the next 10 years. He was right, although we call them data scientists rather than statisticians. A new foundational machine learning model — deep learning — created demand for a new role to train those models.

Deep Learning 145

Deep Learning Machine Learning Modeling 145

CIO Business Intelligence

APRIL 7, 2023

Tech salaries are on the rise thanks to a demand for talent across nearly every industry. Salaries increased 2.3% between 2021 and 2022, reaching an average tech salary of $111,348 per year, according to the 2023 Dice Tech Salary Report. Salaries vary by location, with the technologists reporting the highest average salaries of $144,962 per year in Silicon Valley, the original tech hub.

IT 134

IT Digital Transformation Testing Marketing 134

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📌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.

Data-driven

KDnuggets

APRIL 3, 2023

This article will explain how RAPIDS can help you speed up your next data science workflow. RAPIDS cuDF is a GPU DataFrame library that allows you to produce your end-to-end data science pipeline development all on GPU.

Data Science 145

Data Science 145

Analytics Vidhya

APRIL 3, 2023

Introduction Tired of sifting through mountains of analyzing data without any real insights? ChatGPT is here to change the game. With its advanced natural language processing capabilities, ChatGPT can uncover hidden patterns and trends in your data that you never thought possible. In this blog post, we’ll explore how ChatGPT can revolutionize your data with […] The post Analyzing Data Made Effortless Using ChatGPT appeared first on Analytics Vidhya.

Analytics 325

Analytics Data mining IT Visualization 325

Timo Elliott

APRIL 3, 2023

Here’s an extract of a short conversation I recently had with GPT-4, illustrated with images from Midjourney. What is a good analogy to explain the concept of “data fabric”? A good analogy to explain the concept of “data fabric” is a city’s transportation system. In a city, there are various means of transportation (roads, trains, buses, bike lanes, and walking paths) that allow people to move between different areas.

Data-driven 111

Data-driven Marketing Technology Enterprise 111

CIO Business Intelligence

APRIL 5, 2023

IT is no longer perceived as a cost factor or a pure support function at many organizations, according to management consultancy 4C Group’s Markus Matschi. And the digitization push during the pandemic accelerated this. But despite such advances, the question of the value contribution of IT isn’t always clearly answered. “Due to the increasing relevance and added value of IT in companies, it’s essential for CIOs to not think in terms of costs, but value contributions,” says Matschi.

Measurement 133

Measurement IT Metrics Consulting 133

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.

Marketing

KDnuggets

APRIL 6, 2023

With more and more companies integrating artificial intelligence into the workplace, what does this mean for employees' futures and careers?

147

147

Analytics Vidhya

APRIL 7, 2023

Meta, formerly known as Facebook, has announced plans to commercialize its proprietary generative Artificial Intelligence (AI) technology by December. The company sees generative AI as a critical technology for content creation within the Metaverse. Metaverse is a virtual reality space that Meta is developing. This comes after years of research and development by the tech […] The post Meta to Commercialize Generative AI by December appeared first on Analytics Vidhya.

Technology 319

Technology Analytics IT 319

Juice Analytics

APRIL 7, 2023

We know that ChatGPT is remarkable at generating text. It is also a powerful tool for summarizing text. It can compress a long article down to the CliffsNotes version in an instant. How does it do with data? With some prompting guidance, I was able to teach ChatGPT an approach for summarizing a data table. Understanding what you are working with in data is often the first step before diving into analysis.

Metrics 105

Metrics Testing Modeling IT 105

CIO Business Intelligence

APRIL 5, 2023

You heard about a nightmare scenario playing out for peers at other companies and hope it doesn’t affect yours. Trouble tickets are rolling in, and there’s a lack of qualified people to address security alerts and help desk issues right when customer demand, supply shortages, and potential threats are at their peak. Even with flexible remote work policies, the most seasoned employees in roles such as customer support, data science, business analysis, and DevSecOps move on to greener pastures and

Cost-Benefit 116

Cost-Benefit Metrics Measurement Digital Transformation 116

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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.

Business Intelligence

KDnuggets

APRIL 6, 2023

Discover the widely-used open-source frameworks and models for creating your ChatGPT like chatbots, integrating LLMs, or launching your AI product.

Modeling 145

Modeling 145

Analytics Vidhya

APRIL 3, 2023

Introduction Companies can access a large pool of data in the modern business environment, and using this data in real-time may produce insightful results that can spur corporate success. Real-time dashboards such as GCP provide strong data visualization and actionable information for decision-makers. Nevertheless, setting up a streaming data pipeline to power such dashboards may […] The post Data Engineering for Streaming Data on GCP appeared first on Analytics Vidhya.

Dashboards 312

Dashboards Visualization Analytics Data Warehouse 312

Timo Elliott

APRIL 1, 2023

What’s hard about #AI ? It’s not creating the models or doing the data science—it’s actually making it part of an operational process. You don’t have to take my word for it, here’s a quote from Gartner AI Expert Erick Brethenoux talking on a recent (and free!) web seminar “ Beyond the Hype: Enterprise Impact of ChatGPT and Generative AI “ “As an AI expert myself, I didn’t have enough appreciation for my colleagues that are downstream, doing all the

Data Lake 104

Data Lake Testing Data Science Modeling 104

CIO Business Intelligence

APRIL 5, 2023

Midjourney, ChatGPT, Bing AI Chat, and other AI tools that make generative AI accessible have unleashed a flood of ideas, experimentation and creativity. If you want to harness that in your organization, questions remain about where to start putting AI to work and how to do it without running into ethical dilemmas, copyright infringement, or factual errors.

Modeling 111

Modeling Testing Cost-Benefit Experimentation 111

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.

Data-driven

KDnuggets

APRIL 6, 2023

I will be sharing a couple of things I have learned in the past six months and tips that helped me stay dedicated and true to my journey in this article.

Data Science 132

Data Science 132

Analytics Vidhya

APRIL 3, 2023

OpenAI Confirms Security Breaches as Thousands Are Left Vulnerable to Information Leaks In the age of technological marvels, Artificial Intelligence (AI) chatbot, ChatGPT, created by OpenAI, has been a game-changer. ChatGPT offers personalized restaurant recommendations, table bookings, travel arrangements, and even grocery orders. But beneath the awe-inspiring capabilities lies a startling revelation.

Technology 317

Technology Analytics 317

AWS Big Data

APRIL 3, 2023

Tens of thousands of customers run business-critical workloads on Amazon Redshift , AWS’s fast, petabyte-scale cloud data warehouse delivering the best price-performance. With Amazon Redshift, you can query data across your data warehouse, operational data stores, and data lake using standard SQL. You can also integrate AWS services like Amazon EMR , Amazon Athena , Amazon SageMaker , AWS Glue , AWS Lake Formation , and Amazon Kinesis to take advantage of all of the analytic capabilities in the

Data Warehouse 101

Data Warehouse Testing Data Lake Data-driven 101

CIO Business Intelligence

APRIL 5, 2023

Traditional IT security methods are increasingly flawed and the volume and sophistication of threats continue to increase. According to NETSCOUT , one DDoS attack occurs every three seconds, and the Cybersecurity and Infrastructure Security Agency recently added 66 new vulnerabilities to its Known Exploited Vulnerabilities Catalog, with new common vulnerabilities and exposures (CVEs) growing over 25% year-over-year in 2022.

Testing 104

Testing Interactive Management Reporting 104

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

Sales

Smart Data Collective

APRIL 2, 2023

With the technology media focused on how many of the largest players are cutting staff, it might be hard to believe that some computer industry sectors are actually seeing a great deal of growth when it comes to hiring new employees. Data processing specialists who have at least some experience turning raw numbers into actual insights might soon find a number of careers open to them.

Broadcasting 100

Broadcasting Marketing Technology Predictive Analytics 100

Analytics Vidhya

APRIL 1, 2023

Introduction Bayesian Networks or statistics form an integral part of many statistical learning approaches. It involves using new evidence to modify the prior probabilities of an event. It uses conditional probabilities to improve the prior probabilities, which results in posterior probabilities. In simple terms, suppose you want to ascertain the probability of whether your friends […] The post Bayesian Networks – Probabilistic Neural Network (PNN) appeared first on Analytics Vidhya.

Statistics 304

Statistics Analytics IT Modeling 304

KDnuggets

APRIL 7, 2023

Utilizing the power of GPT-3.5 to develop a simple summarize generator application.

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145

CIO Business Intelligence

APRIL 7, 2023

As globalization evolves, accounting becomes more central to the development of a modern economy, with the need for greater trust in digital financial transactions. Some African entrepreneurs have begun to address this urgency by developing atypical accounting automation and new management systems where CIOs drive the ins and outs of the processes to keep up with ever-changing markets.

Management 98

Management Digital Transformation B2B Marketing 98

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

Modeling