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.

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Modeling Analytics IT Machine Learning 319

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.

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Unstructured Data Data-driven Visualization Data Quality 130

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.

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Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Data-driven

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 367

Testing Modeling Analytics IT 367

KDnuggets

DECEMBER 1, 2023

The blog covers machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job.

Machine Learning 160

Machine Learning 160

O'Reilly on Data

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. Almost everybody’s played with ChatGPT, Stable Diffusion, GitHub Copilot, or Midjourney. A few have even tried out Bard or Claude, or run LLaMA 1 on their laptop. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race.

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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.

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Modeling Analytics Technology 349

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.

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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.

Optimization

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 160

Predictive Modeling Modeling Machine Learning IT 160

AWS Big Data

NOVEMBER 29, 2023

In 2013, Amazon Web Services revolutionized the data warehousing industry by launching Amazon Redshift , the first fully-managed, petabyte-scale, enterprise-grade cloud data warehouse. Amazon Redshift made it simple and cost-effective to efficiently analyze large volumes of data using existing business intelligence tools. This cloud service was a significant leap from the traditional data warehousing solutions, which were expensive, not elastic, and required significant expertise to tune and ope

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Data Warehouse Analytics Data Lake Machine Learning 128

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.

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Forecasting Technology Analytics 343

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.

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Risk Cost-Benefit Modeling IoT 132

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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

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 155

Deep Learning Optimization Strategy Machine Learning 155

AWS Big Data

NOVEMBER 27, 2023

Amazon Redshift , the most widely used cloud data warehouse, has evolved significantly to meet the performance requirements of the most demanding workloads. This post covers one such new feature—the multidimensional data layout sort key. Amazon Redshift now improves your query performance by supporting multidimensional data layout sort keys, which is a new type of sort key that sorts a table’s data by filter predicates instead of physical columns of the table.

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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!

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Interactive Analytics Machine Learning 336

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 131

Management Data Architecture Data Lake Data Strategy 131

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Data-driven

KDnuggets

NOVEMBER 29, 2023

From ANI to AGI and Beyond: Deciphering AI's Evolutionary Path.

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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 122

Machine Learning Modeling Big Data Technology 122

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 335

Modeling Analytics IT 335

CIO Business Intelligence

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. Since its origins in the early 1970s, LexisNexis and its portfolio of legal and business data and analytics services have faced competitive threats heralded by the rise of the Internet, Google Search, and open source software — and now perhaps its most formidable

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Cost-Benefit Digital Transformation Machine Learning Deep Learning 128

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Testing

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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AWS Big Data

NOVEMBER 28, 2023

As customers become more data driven and use data as a source of competitive advantage, they want to easily run analytics on their data to better understand their core business drivers to grow sales, reduce costs, and optimize their businesses. To run analytics on their operational data, customers often build solutions that are a combination of a database, a data warehouse, and an extract, transform, and load (ETL) pipeline.

Data Warehouse 122

Data Warehouse Data-driven Machine Learning B2B 122

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 328

Modeling Analytics IT Machine Learning 328

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.

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Recreation/Entertainment Testing Strategy Risk 124

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Reporting

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 152

IT Data Science 152

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 121

Management Big Data Marketing IT 121

Analytics Vidhya

NOVEMBER 26, 2023

In this episode of Leading with Data, we have Aleksa Gordić with us. He is a self-taught enthusiast who transitioned from electrical engineering to a key player at tech giants Microsoft and DeepMind. Aleksa shares invaluable insights on persistence, personalized learning, and the transformative power of internships. Explore his strategic approach to content creation on […] The post Forging Your AI Career with Aleksa Gordić appeared first on Analytics Vidhya.

Analytics 328

Analytics 328

CIO Business Intelligence

NOVEMBER 28, 2023

It’s ever more challenging in today’s work-from-anywhere world to prevent cybersecurity breaches. And while all organizations work hard to prevent attacks through traditional security measures such as multi-factor authentication, patching, training, and more, the bad guys increasingly find their way in through poorly thought-out, scattered access and identity management practices.

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Management IoT Sales Manufacturing 121

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