Analytics Vidhya

NOVEMBER 30, 2023

In a major revelation, a recent research paper titled “Extracting Training Data from ChatGPT” exposed a startling vulnerability in the widely-used language model. The study, conducted by a team of researchers, discloses that it is possible to extract several megabytes of ChatGPT’s training data for a mere two hundred dollars, unraveling a potential data breach […] The post Shocking News: ChatGPT’s Vulnerability to Data Breach appeared first on Analytics Vidhya.

Modeling 304

Modeling Analytics IT Machine Learning 304

CIO Business Intelligence

NOVEMBER 28, 2023

Making the most of enterprise data is a top concern for IT leaders today. With organizations seeking to become more data-driven with business decisions, IT leaders must devise data strategies gear toward creating value from data no matter where — or in what form — it resides. For many enterprises, unstructured data, in the form of text, video, audio, social media, imaging, sensor, and other formats, remains elusive and untapped.

Unstructured Data 127

Unstructured Data Data-driven Visualization Data Quality 127

IBM Big Data Hub

NOVEMBER 29, 2023

With the emergence of new advances and applications in machine learning models and artificial intelligence, including generative AI, generative adversarial networks, computer vision and transformers, many businesses are seeking to address their most pressing real-world data challenges using both types of synthetic data: structured and unstructured. Structured synthetic data types are quantitative and includes tabular data, such as numbers or values, while unstructured synthetic data types are qu

Metrics 80

Metrics Machine Learning Statistics Risk 80

AWS Big Data

NOVEMBER 29, 2023

dbt is an open source, SQL-first templating engine that allows you to write repeatable and extensible data transforms in Python and SQL. dbt focuses on the transform layer of extract, load, transform (ELT) or extract, transform, load (ETL) processes across data warehouses and databases through specific engine adapters to achieve extract and load functionality.

Data Lake 106

Data Lake Management Metrics Data Warehouse 106

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

Management

O'Reilly on Data

NOVEMBER 30, 2023

Tim O’Reilly forwarded an excellent article about the OpenAI soap opera to me: Matt Levine’s “ Money Stuff: Who Controls Open AI.” I’ll skip most of it, but something caught my eye. Towards the end, Levine writes about Elon Musk’s version of Nick Bostrom’s AI that decides to turn the world to paper-clips : [Elon] Musk gave an example of an artificial intelligence that’s given the task of picking strawberries.

Technology 249

Technology IT 249

Analytics Vidhya

DECEMBER 1, 2023

Introduction In the ever-evolving landscape of AI, OpenAI introduces its most remarkable creation yet – ChatGPT-4. This powerhouse of a language model not only possesses advanced linguistic capabilities but also boasts a groundbreaking vision component. With exceptional performance in reasoning tests and support for 26 languages, GPT-4 stands as OpenAI’s most versatile model to date. […] The post 7 Easy Ways to Access ChatGPT-4 for Free appeared first on Analytics Vidhya.

Testing 365

Testing Modeling Analytics IT 365

CIO Business Intelligence

NOVEMBER 27, 2023

CIOs are hardly Luddites, but even some technologists fret about artificial intelligence, the rapid pace of tech evolution, and their ability to keep up. That’s not to say they’re looking to ditch their roles or smash machines, as the real Luddites had. Yet CIOs do admit that they’re worried about multiple issues these days. Here are 10 worries keeping IT leaders up at night. 1.

IT 138

IT Digital Transformation Reporting Finance 138

Smart Data Collective

NOVEMBER 29, 2023

Big data has led to a number of promising changes for consumers and businesses all over the world. It has led to the growth of nuanced search engines, website personalization features and many other promising benefits. This is one of the reasons that the market for big data is currently worth over $271 billion.

Management 109

Management Big Data Marketing IT 109

Analytics Vidhya

NOVEMBER 29, 2023

In a world captivated by generative AI, Pika, a startup specializing in AI-powered video creation, has secured a staggering $55 million in a recent funding round led by Lightspeed Venture Partners. This influx of capital aligns with the launch of Pika 1.0, a groundbreaking suite of videography tools designed to transform the landscape of video […] The post Pika 1.0: A New AI Model for Video Creation appeared first on Analytics Vidhya.

Modeling 338

Modeling Analytics Technology 338

KDnuggets

DECEMBER 1, 2023

Curious about optimizing AI for everyday devices? Dive into the complete overview of MIT's TinyML and Efficient Deep Learning Computing course. Explore strategies to make AI smarter on small devices. Read the full article for an in-depth look!

Deep Learning 147

Deep Learning Optimization Strategy Machine Learning 147

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The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

Analytics

CIO Business Intelligence

NOVEMBER 27, 2023

ChatGPT, Stable Diffusion, and DreamStudio–Generative AI are grabbing all the headlines, and rightly so. The results are impressive and improving at a geometric rate. Intelligent assistants are already changing how we search, analyze information, and do everything from creating code to securing networks and writing articles. Gen AI will become a fundamental part of how enterprises manage and deliver IT services and how business users get their work done.

Risk 131

Risk Cost-Benefit Modeling Optimization 131

Cloudera

DECEMBER 1, 2023

Recent Government Initiatives on Public Sector AI Solutions In recent years, governments across the globe have recognized the transformative potential of artificial intelligence (AI) and have embarked on initiatives to harness this technology to drive innovation and serve their citizens more effectively. These government-led efforts have had a profound impact on the development and adoption of AI solutions in the public sector, paving the way for a future where data-driven decision-making and au

Data Governance 109

Data Governance Data-driven Strategy Data Architecture 109

Analytics Vidhya

DECEMBER 1, 2023

Introduction As technology continues to surge forward, the sphere of Artificial Intelligence (AI) is not only expanding but also diversifying into various subfields, with Generative AI leading the charge. GenAI, the fusion of creativity and AI, is poised to transform industries across the globe. According to industry projections, the GenAI sector is forecasted to burgeon […] The post 5 Books Every GenAI Enthusiast Should Read appeared first on Analytics Vidhya.

Forecasting 335

Forecasting Technology Analytics 335

KDnuggets

DECEMBER 1, 2023

Image by Author When you are getting started with machine learning, logistic regression is one of the first algorithms you’ll add to your toolbox.

Predictive Modeling 156

Predictive Modeling Modeling Machine Learning IT 156

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Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

IT

CIO Business Intelligence

NOVEMBER 28, 2023

IT leaders take note: At your likely current trajectory, your organization is the Titanic and its data is the iceberg. To avoid the inevitable, CIOs must get serious about data management. Data, of course, has been all the rage the past decade, having been declared the “new oil” of the digital economy. And yes, data has enormous potential to create value for your business, making its accrual and the analysis of it, aka data science, very exciting.

Management 130

Management Data Architecture Data Lake Data Strategy 130

AWS Big Data

NOVEMBER 26, 2023

Amazon EMR is pleased to announce integration with Amazon Simple Storage Service ( Amazon S3 ) Access Grants that simplifies Amazon S3 permission management and allows you to enforce granular access at scale. With this integration, you can scale job-based Amazon S3 access for Apache Spark jobs across all Amazon EMR deployment options and enforce granular Amazon S3 access for better security posture.

Interactive 105

Interactive Dashboards Management Cost-Benefit 105

Analytics Vidhya

NOVEMBER 29, 2023

In today’s fast-paced business world, effective communication is key to success. Now, Amazon leaps forward with Amazon Q, an AI chatbot designed to streamline business communication, letting companies interact, and take action with data. In this article, we explore Amazon Q’s features, benefits, and impact on business communication. The Power of Amazon Q Amazon Q […] The post Introducing Amazon Q: Introducing the Chatbot for Business Brilliance!

Interactive 316

Interactive Analytics Machine Learning 316

KDnuggets

NOVEMBER 28, 2023

Want to support the behavior of built-in functions and method calls in your Python classes? Magic methods in Python let you do just that! So let’s uncover the method behind the magic.

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Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

Data Collection

CIO Business Intelligence

NOVEMBER 29, 2023

Once enterprises commit to running business-critical applications in the cloud, they rarely move to another provider. One big reason: they’re often locked into their chosen provider’s ecosystem. The cost of migrating is simply too high, says Sid Nag, VP of cloud services and technology at Gartner. “But if you do your planning exercise properly, you shouldn’t have to move your applications around,” he says.

Recreation/Entertainment 121

Recreation/Entertainment Testing Strategy Risk 121

AWS Big Data

NOVEMBER 26, 2023

Amazon Redshift ML empowers data analysts and database developers to integrate the capabilities of machine learning and artificial intelligence into …

Machine Learning 110

Machine Learning Modeling Big Data Technology 110

Analytics Vidhya

NOVEMBER 29, 2023

Introduction November has been dramatic in the AI space. It has been quite a ride from the launch of GPT stores, GPT-4-turbo, to the OpenAI fiasco. But this begs an important question: how trustworthy are closed models and the people behind them? It will not be a pleasant experience when the model you use in […] The post Exploring Open-Source Alternatives to OpenAI Models appeared first on Analytics Vidhya.

Modeling 302

Modeling Analytics IT 302

KDnuggets

NOVEMBER 29, 2023

Probability is one of the foundational elements of computer science. Some bootcamps will skim over the topic, however, it is integral to your computer science knowledge.

IT 141

IT Data Science 141

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

Modeling

CIO Business Intelligence

NOVEMBER 28, 2023

As more businesses push forward with digital transformation projects, cloud computing has stood out as a powerful tool capable of fueling the analytics that drive new technologies like artificial intelligence (AI) and machine learning (ML)—two capabilities that are quickly becoming a must-have in nearly every organization. But getting to that point presents some unique challenges.

Digital Transformation 116

Digital Transformation Cost-Benefit Strategy Optimization 116

AWS Big Data

NOVEMBER 27, 2023

Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. Today, we’re excited to bring the benefits of Graviton3 to Kafka workloads, with Amazon MSK now offering M7g instances for new MSK provisioned clusters. AWS Graviton processors are custom Arm-based processors built by AWS to deliver the best price-performance for your cloud workloads.

Cost-Benefit 100

Cost-Benefit Optimization Testing Management 100

Analytics Vidhya

NOVEMBER 30, 2023

Introduction ChatGPT is a powerful language model developed by OpenAI that has taken the world by storm with its ability to understand and conversationally respond to human input. One of the most exciting features of ChatGPT is its ability to generate code snippets in various programming languages, including Python, Java, JavaScript, and C++. This feature […] The post ChatGPT’s Code Interpreter: GPT-4 Advanced Data Analysis for Data Scientists appeared first on Analytics Vidhya.

Modeling 308

Modeling Analytics IT Machine Learning 308

KDnuggets

NOVEMBER 30, 2023

The blog discusses five platforms designed for data scientists with specialized capabilities in managing large datasets, models, workflows, and collaboration beyond what GitHub offers.

Data Science 130

Data Science Modeling Management 130

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Data Analytics

CIO Business Intelligence

NOVEMBER 30, 2023

It’s no secret: The best talent wants to work for leaders with the attributes to drive success. And for those leaders, credibility is king. Darlene Taylor, CIO of Superior Industries, one of the world’s largest suppliers of aluminum wheels, attributes her “street cred” to her past experience, first as an engineer of automotive design and manufacturing, then as an IT leader at several “Motor City” giants, in roles of increasing responsibility.

Manufacturing 108

Manufacturing Technology Testing Interactive 108

Smart Data Collective

NOVEMBER 27, 2023

Thirty years ago, businesses were starting to recognize that data was the future. However, they never imagined that big data technology would have the impact that we have witnessed in recent years. More companies are using big data to drive business decisions than ever before.

Data-driven 97

Data-driven Software Big Data Management 97

Analytics Vidhya

NOVEMBER 29, 2023

Artificial intelligence has become an integral part of our lives, revolutionizing various industries and sectors. From virtual assistants to self-driving cars, AI has made significant strides in recent years. With the rapid advancements in artificial intelligence (AI), tech giants like Google are constantly on the lookout for promising startups in the field.

Analytics 298

Analytics Technology 298

KDnuggets

NOVEMBER 27, 2023

Data analysis is a time-consuming activity. With ChatGPT, we can perform data summary, data preprocessing, data visualization, and many others in a short time.

Reporting 127

Reporting Visualization Analytics Data Science 127

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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