Mon.Jun 24, 2024

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Understanding and Implementing Genetic Algorithms in Python

KDnuggets

Understanding what genetic algorithms are and how they can be implemented in Python.

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Exploring Microsoft’s UDOP: Integrated DocumentAI

Analytics Vidhya

Introduction Microsoft Research has introduced a groundbreaking Document AI model called Universal Document Processing (UDOP), which represents a significant leap in AI capabilities. UDOP integrates text, image, and layout analysis in a single framework, enabling the understanding and generation of documents with unprecedented accuracy and efficiency.

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Building Your First ETL Pipeline with Bash

KDnuggets

Bash is a good choice for ETL due to its simplicity, flexibility, automation capabilities, and interoperability with other CLI tools. Get more info on putting together your first ETL script using Bash mainstay components.

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Revolutionizing Creative Sketch Generation with DCGAN

Analytics Vidhya

Introduction The domain of artificial intelligence has witnessed significant growth and expansion into creative sectors like sketching and doodling. In sketching, conventional AI approaches have mainly concentrated on imitating ordinary and real-life sketches. Still, recent developments in Generative Adversarial Networks (GANs) present an innovative perspective towards creative sketch production.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Go to University from Home with These Online Degrees

KDnuggets

Times have changed and there’s no need to sacrifice so much to gain a degree!

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What Are Foreign Keys in DBMS?

Analytics Vidhya

Introduction Keys are an important part of database management systems (DBMS) like SQL. They help in ensuring data integrity and establishing relationships between tables. Among the different SQL keys, the foreign key is what maintains the relational structure of the database. It links various data points across tables to ensure smooth database operations.

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Guide to vLLM Using Gemma-7b-it

Analytics Vidhya

Introduction Everyone needs to have faster and reliable inference from the Large Language models. vLLM, a cutting-edge open source framework designed to simplify the deployment and management of large language models with very less throughput. vLLM makes your job easier by offering efficient and scalable tools for working with LLMs. With vLLM, you can manage […] The post Guide to vLLM Using Gemma-7b-it appeared first on Analytics Vidhya.

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New Relic  Integrates its Observability Platform with NVIDIA NIM to Accelerate AI Adoption and ROI

insideBIGDATA

New Relic, the all-in-one observability platform for every engineer, announced it is integrating its platform with NVIDIA NIM inference microservices to reduce the complexity and costs of developing, deploying, and monitoring generative AI (GenAI) apps. Now, customers can use New Relic AI monitoring to gain comprehensive visibility across the AI stack for applications built with NVIDIA NIM, all with a simplified setup and while ensuring data security.

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Guide to SQL CREATE TABLE Statement and Table Operations

Analytics Vidhya

Introduction Imagine a filing cabinet for data, with drawers for different categories of information. The “CREATE TABLE” statement in SQL is like building a new drawer in that cabinet. You give it a name and define how you’ll organize the information inside, like separate sections for names, dates, and amounts. SQL also lets you copy […] The post Guide to SQL CREATE TABLE Statement and Table Operations appeared first on Analytics Vidhya.

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10 Must-Watch AI Movies to Keep You Entertained

Data Science Dojo

AI movies have emerged as a separate genre over the years. It is estimated that the audience for this genre has grown by almost 300% in the last two decades. While centered around AI, the movies overlap with other genres like science fiction, drama, thriller, and even comedy. These movies explore themes around artificial intelligence, delving into topics like the ethical implications of AI, the relationship between humans and machines, and the potential future of AI technology.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Mastering the Not Equal Operator in SQL: Syntax, Usage, and Practical Examples

Analytics Vidhya

Introduction SQL is the most sought-after language for data manipulation and database management. It comes with a wide range of built-in functions catering to a variety of data editing tasks. In this article, I will introduce you to one of the main functions used in SQL – the NOT EQUAL operator. This fundamental tool in […] The post Mastering the Not Equal Operator in SQL: Syntax, Usage, and Practical Examples appeared first on Analytics Vidhya.

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10 Must-Watch AI Movies to Watch in 2024

Data Science Dojo

AI movies have emerged as a separate genre over the years. It is estimated that the audience for this genre has grown by almost 300% in the last two decades. While centered around AI, the movies overlap with other genres like science fiction, drama, thriller, and even comedy. These movies explore themes around artificial intelligence, delving into topics like the ethical implications of AI, the relationship between humans and machines, and the potential future of AI technology.

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Prompt Engineering for Game Development

Analytics Vidhya

Introduction The gaming industry is quickly changing, and integrating AI with creative design has resulted in prompt engineering. By meticulously creating and adjusting prompts, developers can efficiently communicate with AI systems to generate content, refine stories, and develop intricate character behaviors, saving time and resources. Prompt engineering is more than simply directing an AI; it’s […] The post Prompt Engineering for Game Development appeared first on Analytics Vidhya

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MTV news website goes dark, archives pulled offline

Hacker News

The website of the already-defunct MTV News has been fully pulled offline.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Stable Diffusion 3: Guide to the Latest Text-to-Image Model by Stability AI

Analytics Vidhya

Introduction Stability AI created the Stable Diffusion model, one of the most sophisticated text-to-image generating systems. It uses diffusion models, a subclass of generative models that produce high-quality images based on textual descriptions by iteratively refining noisy images. Overview What is the Stable Diffusion Model? A particular kind of deep learning model called stable diffusion […] The post Stable Diffusion 3: Guide to the Latest Text-to-Image Model by Stability AI appeared f

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Julian Assange will plead guilty in deal with US and be freed from prison

Hacker News

WikiLeaks founder Julian Assange will plead guilty to a felony charge in a deal with the U.S. Justice Department that will resolve a long-running legal saga over the publication of a trove of classified documents.

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Geospatial Data Visualization Using Pydeck

Analytics Vidhya

Introduction Pydeck is a Python library that is by far the most powerful tool for creating an interactive map using Python. It works seamlessly with the PyData stack and Pandas, making it an easy-to-use option for plotting geospatial data. Pydeck is known for its feature of allowing us to create custom layers or even stack […] The post Geospatial Data Visualization Using Pydeck appeared first on Analytics Vidhya.

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Julian Assange has reached a plea deal with the U.S., allowing him to go free

Hacker News

The WikiLeaks founder has been held in a prison outside London for the last five years and fought extradition to the United States. He is expected to return to Australia.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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Is Jasprit Bumrah a Genius Bowler? Using AutoEncoders for Anomaly Detection in Cricket

Analytics Vidhya

Introduction During one of the cricket matches in the ICC World Cup T20 Championship, Rohit Sharma, Captain of Indian Cricket Team had applauded Jasprit Bumrah as Genius Bowler. I decided to run a experiment and test it out using data available publicly. Even though it is a fun project, I was pleasantly surprised by the […] The post Is Jasprit Bumrah a Genius Bowler?

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Windows 11 is now enabling OneDrive folder backup without asking permission

Hacker News

Microsoft quietly changed how folder backup works in the OneDrive app on Windows 11. Now, the OS enables it by default during the initial setup without asking the user for permission.

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New Relic  Integrates its Observability Platform with NVIDIA NIM to Accelerate AI Adoption and ROI

insideBIGDATA

New Relic, the all-in-one observability platform for every engineer, announced it is integrating its platform with NVIDIA NIM inference microservices to reduce the complexity and costs of developing, deploying, and monitoring generative AI (GenAI) apps. Now, customers can use New Relic AI monitoring to gain comprehensive visibility across the AI stack for applications built with NVIDIA NIM, all with a simplified setup and while ensuring data security.

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Fearing Losses, Banks Are Quietly Dumping Real Estate Loans

Hacker News

If landlords can’t pay back loans on office buildings, the lenders will suffer. Some banks are trying to avoid that fate.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Implement exact match with Amazon Lex QnAIntent

AWS Machine Learning Blog

This post is a continuation of Creating Natural Conversations with Amazon Lex QnAIntent and Amazon Bedrock Knowledge Base. In summary, we explored new capabilities available through Amazon Lex QnAIntent, powered by Amazon Bedrock , that enable you to harness natural language understanding and your own knowledge repositories to provide real-time, conversational experiences.

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LockBit claims the hack of the US Federal Reserve

Hacker News

The Lockbit ransomware group announced that it had breached the US Federal Reserve and exfiltrated 33 TB of sensitive data. The Lockbit ransomware group announced that it had breached the systems of Federal Reserve of the United States and exfiltrated 33 TB of sensitive data, including “Americans’ banking secrets.” The Lockbit ransomware group added the Federal Reserve to the list of victims on its Tor data leak site and threatened to leak the stolen data on 25 June, 2024 20:27

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How Krikey AI harnessed the power of Amazon SageMaker Ground Truth to accelerate generative AI development

AWS Machine Learning Blog

This post is co-written with Jhanvi Shriram and Ketaki Shriram from Krikey. Krikey AI is revolutionizing the world of 3D animation with their innovative platform that allows anyone to generate high-quality 3D animations using just text or video inputs, without needing any prior animation experience. At the core of Krikey AI’s offering is their powerful foundation model trained to understand human motion and translate text descriptions into realistic 3D character animations.

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Commission opens additional DMA investigation against Apple

Hacker News

Highlights, press releases and speeches

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Trendy baby name sounds

FlowingData

For WP’s Department of Data, Daniel Wolfe analyzed baby name data with Laura Wattenberg. But instead of zeroing in on trends for full names, they looked at the letters that names end with. Then a funny thing happened: Names started giving way to sounds. Jason begot Mason, Jackson, Grayson, Carson and a whole family of other “-son” names that together make up a major 21st-century trend for baby boys.

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The case for not sanitising fairy tales

Hacker News

Haley Stewart recommends reading classic fairy tales to children without sanitizing them.

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Ways Data-Driven Businesses Can Prevent Data Overload

Smart Data Collective

Managing digital records is important for any business that wants to try to avoid data overload.

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Apple is first company charged with violating EU's DMA rules

Hacker News

It could be fined up to $38 billion.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?