Analytics Vidhya

JULY 17, 2023

Introduction Generative AI, especially the Generative Large Language Models, have taken over the world since their birth. This was only possible because they could integrate with different applications, from generating working programmable codes to creating fully GenerativeAI-managed Chat Support Systems. But most of the Large Language Models in the Generative AI space have been closed […] The post Creating a Chatbot with FalconAI, LangChain, and Chainlit appeared first on Analytics Vidhya

Modeling 271

Modeling Management Analytics 271

CIO Business Intelligence

JULY 17, 2023

Small- and medium-sized businesses and enterprises have accelerated their move into the cloud since the global pandemic. The Infrastructure-as-a-Service (IaaS) cloud computing model enables remote working, supports digital transformation, provides scale, increases resilience, and can reduce costs. However, this shift requires a thorough understanding of the security implications and how a business can protect its data and applications.

Management 98

Management Data Processing Risk Digital Transformation 98

Analytics Vidhya

JULY 17, 2023

Media mogul Barry Diller and a group of prominent publishers are gearing up for a legal battle against the use of published works in training artificial intelligence (AI) systems. The rise of generative AI has raised concerns about the fair use of copyrighted content, and Diller is determined to protect the rights of publishers. In […] The post Barry Diller Vs.

Publishing 270

Publishing Analytics 270

CIO Business Intelligence

JULY 17, 2023

Financial investors perform a fascinating, yet delicate dance. Consider assets such as stocks. To weather volatile stock markets, investors rebalance their portfolios often, dumping some stocks while picking up others based on trends. Professional investors factor in certain financial targets and risk tolerance as they pursue maximum ROI. IT leaders can relate to this dance.

Cost-Benefit 97

Cost-Benefit Optimization ROI Strategy 97

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Management

Analytics Vidhya

JULY 17, 2023

Introduction The emergence of generative AI tools has sparked both excitement and concern. These tools can potentially revolutionize our lives and work but raise important questions about AI privacy and security. In this article, we will explore how you can navigate the world of generative AI while protecting your personal information. You can confidently embrace […] The post 6 Steps to Protect Your Privacy While Using Generative AI Tools appeared first on Analytics Vidhya.

Analytics 269

Analytics 269

KDnuggets

JULY 17, 2023

Auto-CoT prompting method has LLMs automatically generate their own demonstrations to prompt complex reasoning, using diversity-based sampling and zero-shot generation, reducing human effort in creating prompts. Experiments show it matches performance of manual prompting across reasoning tasks.

IT 82

IT 82

KDnuggets

JULY 17, 2023

The second edition of the book Neural Networks and Deep Learning is now available. This book covers both classical and modern models in deep learning. The book is intended to be a textbook for universities, and it covers the theoretical and algorithmic aspects of deep learning. The second edition is significantly expanded and covers many modern topics such as graph neural networks, adversarial learning, attention mechanisms, transformers, and large language models.

Deep Learning 81

Deep Learning Modeling IT 81

AWS Big Data

JULY 17, 2023

In this post, we show how to build a log ingestion pipeline using the new Amazon OpenSearch Ingestion , a fully managed data collector that delivers real-time log and trace data to Amazon OpenSearch Service domains. OpenSearch Ingestion is powered by the open-source data collector Data Prepper. Data Prepper is part of the open-source OpenSearch project.

Management 72

Management Analytics Data Processing Metrics 72

KDnuggets

JULY 17, 2023

The All Things Insights and marketing analytics and data science community completed an extensive survey covering what executives are thinking, how they’re spending and the issues and opportunities they face. Grab your free copy now.

Data Science 77

Data Science Reporting Analytics Marketing Analytics 77

IBM Big Data Hub

JULY 17, 2023

Whether placing an order, requesting a product exchange or asking about a billing concern, today’s customer demands an exceptional experience that includes quick, thorough answers to their inquiries. They also expect service to be delivered 24/7 across multiple channels. While traditional AI approaches provide customers with quick service, they have their limitations.

Consulting 60

Consulting Machine Learning Deep Learning Cost-Benefit 60

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

KDnuggets

JULY 17, 2023

A guide to using ChatGPT for exploratory data analysis. Use ChatGPT to explore a dataset, generate visualizations, and gain insights.

Visualization 90

Visualization Data Science 90

CIO Business Intelligence

JULY 17, 2023

In the realm of dynamic enterprise architecture, the potential of AI to drive innovation is increasingly recognized, though still a considerable undertaking for many large enterprises, especially those with intricate on-premises environments. Ericsson IndustryLab’s recent study notes that over half of such organizations are still struggling to fully integrate and exploit AI, with projects initiated as many as 5-7 years ago still remain incomplete.

Data-driven 52

Data-driven Enterprise Measurement Interactive 52

KDnuggets

JULY 17, 2023

Putting the world to shame.

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99

CIO Business Intelligence

JULY 17, 2023

Selling sweet treats to millions of Indians since 1944, India’s beloved ice-cream brand, Havmor (now part of Korean conglomerate LOTTE), has grown beyond its humble beginnings to stupefying heights. While several factors have contributed to its success, it is apparent that without a secure technological backbone, this business would not reach the magnitude that it has.

IT 98

IT Digital Transformation IoT Internet of Things 98

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

KDnuggets

JULY 17, 2023

MOSTLY AI has conducted the first-ever synthetic data survey in the data science AI/ML community. Check out the results here.

Data Science 58

Data Science 58

CIO Business Intelligence

JULY 17, 2023

Being a company’s first CIO provides room to make your mark, and Generac Power Systems’ Tim Dickson has done just that, moving swiftly to help transform the backup generator manufacturer into an energy technology company. Dickson, who joined the Wisconsin-based company in 2020, has launched PowerInsights, a homegrown digital platform that employs IoT and AI to deliver a geospatial visualization of Generac’s installed base of generators, as well as insights into sales opportunities.

IoT 98

IoT Digital Transformation Manufacturing Sales 98

IBM Big Data Hub

JULY 17, 2023

Successful implementation of artificial intelligence (AI) is contingent on an AI strategy that takes into account the following considerations: Open: It’s based on the best open technologies available Trusted : It’s responsible and governed Targeted: It’s designed for the enterprise and targeted for business domains Empowering : It’s designed for value creators, not just users Designed with these elements in mind, watsonx is a new AI and data platform that empowers enterp

Machine Learning 69

Machine Learning Data Warehouse Modeling Cost-Benefit 69

CIO Business Intelligence

JULY 17, 2023

It’s 1857 in Jena, Germany, and you want a microscope—but not just any. You’ve set your sights on owning the finest instrument anywhere. And you know where to go. A retail shop has just opened at Johannisplatz square 10 in Jena—home to Carl Zeiss. When Carl Zeiss produced his microscope prototype years earlier, he created a high standard for precision and quality, using the most advanced, efficient manufacturing processes of the time.

Manufacturing 98

Manufacturing Snapshot Uncertainty Digital Transformation 98

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

Dataiku

JULY 17, 2023

At Dataiku, we’re constantly thinking about building performant, production-ready assets and democratizing data science and AI.

Modeling 52

Modeling Data Science 52

CIO Business Intelligence

JULY 17, 2023

Despite characterizations of the modern CIO as a straight-up business leader and strategist, many CIOs still spend the bulk of their time on technical issues. Many IT leaders today are focused more on security management as well as improving IT operations and systems performance than they are on top-line and strategic activities such as driving business innovation, identifying competitive differentiation opportunities, and even working on business strategy.

Strategy 98

Strategy Enterprise Technology Software 98

Cloudera

JULY 17, 2023

What We’ve Covered Throughout the One Big Cluster Stuck series we’ve explored impactful best practices to gain control of your Cloudera Data platform (CDP) environment and significantly improve its health and performance. We’ve shared code, dashboards, and tools to help you on your health improvement journey. We’d like to provide one last tool. The Environmental Health Scorecard We track environment health at the macro level with a dashboard that mirrors our blog series methodology with a few ad

Scorecard 68

Scorecard Measurement Dashboards Data-driven 68

Jet Global

JULY 17, 2023

One of the major challenges in most business intelligence (BI) projects is data quality (or lack thereof). In fact, most project teams spend 60 to 80 percent of total project time cleaning their data—and this goes for both BI and predictive analytics. To improve the effectiveness of the data cleaning process, the current trend is to migrate from manual data cleaning to more intelligent, machine learning-based processes.

Predictive Analytics 52

Predictive Analytics Reporting Software Strategy 52

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Management

Jet Global

JULY 17, 2023

Great data visualizations have the power to persuade decision makers to take immediate, appropriate action. When done well, data visualizations help users intuitively grasp data at a glance and provide more meaningful views of information in context. Good data visuals give busy workers a high-level summary of important data. They also offer a big-picture perspective and highlight trends, anomalies, and outliers while giving users the option to drill down into details and ask new questions when n

Visualization 52

Visualization Dashboards Reporting Software 52

Jet Global

JULY 17, 2023

Predictive analytics is a branch of analytics that uses historical data, machine learning, and Artificial Intelligence (AI) to help users act preemptively. Predictive analytics answers this question: “What is most likely to happen based on my current data, and what can I do to change that outcome?” Related: What Is Predictive Analytics? Predictive analytics has become much more prevalent over the past few years.

Predictive Analytics 52

Predictive Analytics Analytics Statistics Reporting 52

Jet Global

JULY 17, 2023

Stories are the crux of effective communication. According to a Stanford University study , nearly two-thirds of people remember a story that’s part of a presentation. The study also found that speakers who merely present facts and figures only achieve a 5% recall rate among their audience. When your customers deliver analytics and reporting, the data visualization experience should be a memorable one.

Visualization 52

Visualization Sales Reporting Analytics 52