Time Series Data with NumPy
KDnuggets
AUGUST 5, 2024
Learn how to analyze the time series dataset with the Python package NumPy.
Mon.Aug 05, 2024
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Announcing the General Availability of Row and Column Level Security with Databricks Unity Catalog
databricks
AUGUST 5, 2024
Row filters and column masks control data access by filtering rows and masking column values using SQL UDFs in database queries.
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7 AI Portfolio Projects to Boost the Resume
KDnuggets
AUGUST 5, 2024
Get noticed by recruiters and hiring managers by creating and documenting the following AI projects.
Rank Function in SQL
Analytics Vidhya
AUGUST 5, 2024
Introduction Imagine you have a list of employees of your company’s sales department and you have to assign the best salespersons. Again, since there are thousands of transactions and numerous factors to consider, the task of sorting and ranking the data through traditional simple methods is a hectic. Gather ranking functions of SQL which are […] The post Rank Function in SQL appeared first on Analytics Vidhya.
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.
5 IT Jobs That Are High in Demand But Don’t Get Enough Recognition
KDnuggets
AUGUST 5, 2024
These IT jobs don’t get enough love and you could be missing out
What is the ROUND Function in Excel?
Analytics Vidhya
AUGUST 5, 2024
Introductions Numbers are at the heart of every spreadsheet, but precision and clarity often require more than raw data. Enter the ROUND function in Microsoft Excel—a versatile tool transforming numerical data into precise, readable, and professional results. Whether you’re fine-tuning financial calculations, performing detailed data analysis, or simply presenting information more clearly, the ROUND function […] The post What is the ROUND Function in Excel?
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Role of an IT Business Analyst
Analytics Vidhya
AUGUST 5, 2024
Introduction Picture this: An energetic IT firm is at the precipice of releasing creative and modern software product. Everyone is spirited up and ready for work but it’s equally problematic: the team is to reconcile the technical developers with the business side. This is where the role of the IT Business Analyst comes into play […] The post Role of an IT Business Analyst appeared first on Analytics Vidhya.
Public Work: a search engine for public domain images
Hacker News
AUGUST 5, 2024
Public Work is a visual search engine for public domain content.
How to Compute and Store Vector Embeddings with LangChain?
Analytics Vidhya
AUGUST 5, 2024
Introduction In our previous articles, we have discussed loading different types of data and different ways of splitting that data. The data is split to find the relevant content to the query from all the data. Now, we’re leaping into the future of data retrieval. This article will explore the cutting-edge technique of using vector […] The post How to Compute and Store Vector Embeddings with LangChain?
Google Loses DOJ Antitrust Suit Over Search
Hacker News
AUGUST 5, 2024
Google’s payments to make its search engine the default on smartphone web browsers violates US antitrust law, a federal judge ruled Monday, handing a key victory to the Justice Department.
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.
What is Schema in SQL?
Analytics Vidhya
AUGUST 5, 2024
Introduction Think about a situation where you are drawing a plan of a new structure. While people think about an efficient and robust building’s design when they hear an architect’s plan, a schema in SQL is a blueprint into how data in a database will be arranged. It gives the specification on how the data […] The post What is Schema in SQL? appeared first on Analytics Vidhya.
OpenAI won't watermark ChatGPT text because its users could get caught
Hacker News
AUGUST 5, 2024
But not doing it could make it look irresponsible.
Why Liquid Software Needs A Stiffer Data Posture
Adrian Bridgwater for Forbes
AUGUST 5, 2024
Software is experiencing a liquefaction due to the flow that happens throughout cloud networks with their composable structures and molecules.
How the Music Industry Learned to Love Piracy
Hacker News
AUGUST 5, 2024
A recent documentary has industry bigwigs telling a galling story about the file-sharing era: Everything worked out for the best.
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
Integrating Scikit-Learn and Statsmodels for Regression
Machine Learning Mastery
AUGUST 5, 2024
Statistics and Machine Learning both aim to extract insights from data, though their approaches differ significantly. Traditional statistics primarily concerns itself with inference, using the entire dataset to test hypotheses and estimate probabilities about a larger population. In contrast, machine learning emphasizes prediction and decision-making, typically employing a train-test split methodology where models learn from […] The post Integrating Scikit-Learn and Statsmodels for Regress
A New Type of Neural Network Is More Interpretable
Hacker News
AUGUST 5, 2024
Artificial neural networks —algorithms inspired by biological brains—are at the center of modern artificial intelligence, behind both chatbots and image generators. But with their many neurons, they can be black boxes , their inner workings uninterpretable to users. Researchers have now created a fundamentally new way to make neural networks that some ways surpasses traditional systems.
A new generation of African talent brings cutting-edge AI to scientific challenges
DeepMind
AUGUST 5, 2024
Food security, healthcare and exploring the cosmos are among the ways students of a new pan-African Master’s program aspire to apply AI
Single-packet race condition breaking the 65535 byte lim
Hacker News
AUGUST 5, 2024
Introduction Hello, I’m RyotaK (@ryotkak ), a security engineer at Flatt Security Inc. In 2023, James Kettle of PortSwigger published an excellent paper titled Smashing the state machine: the true potential of web race conditions. In the paper, he introduced a new attack technique called single-packet attack that can exploit a race condition without being affected by the network jitter.
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.
End-to-end privacy for model training and inference with Concrete ML
KDnuggets
AUGUST 5, 2024
End-to-end privacy for scikit-learn federated training models and encrypted inference using Fully Homomorphic Encryption (FHE)
Groq Raises $640M to Meet Soaring Demand for Fast AI Inference
Hacker News
AUGUST 5, 2024
Mountain View, Calif. – August 5, 2024 - Groq, a leader in fast AI inference, has secured a $640M Series D round at a valuation of $2.8B.
Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation
AWS Machine Learning Blog
AUGUST 5, 2024
Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). RAG models first retrieve relevant information from a large corpus of text and then use a FM to synthesize an answer based on the retrieved information. An end-to-end RAG solution involves several components, including a knowledge base, a retrieval system, and a generation system.
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
KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs
Machine Learning Research at Apple
AUGUST 5, 2024
This paper was accepted at the Workshop Towards Knowledgeable Language Models 2024. Large Language Models (LLMs) might hallucinate facts, while curated Knowledge Graph (KGs) are typically factually reliable especially with domain-specific knowledge. Measuring the alignment between KGs and LLMs can effectively probe the factualness and identify the knowledge blind spots of LLMs.
Postgres stores data on disk – this one's a page turner
Hacker News
AUGUST 5, 2024
A high-level overview of how PostgreSQL stores data on disk, covering segments, pages and more.
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
Machine Learning Research at Apple
AUGUST 5, 2024
Large language models are trained on massive scrapes of the web, which are often unstructured, noisy, and poorly phrased. Current scaling laws show that learning from such data requires an abundance of both compute and data, which grows with the size of the model being trained. This is infeasible both because of the large compute costs and duration associated with pre-training, and the impending scarcity of high-quality data on the web.
The Soul of Maintaining a New Machine
Hacker News
AUGUST 5, 2024
Books in Progress is what we call a “public drafting tool”: Drafts will be made available for comment from the public, allowing for direct collaboration between author and reader.
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.
Queuing systems and crowd engineering
FlowingData
AUGUST 5, 2024
There’s a science to getting thousands of people to wait in line without things getting out of control. The Wall Street Journal spoke to a crowd expert (but didn’t provide his name for whatever reason) to explain the different types of queues and how to strategically funnel people away from the venue when an even finishes.
WebGL visual programming editor cables.gl is now open source
Hacker News
AUGUST 5, 2024
Cables is a tool for creating beautiful interactive content
Catalog, query, and search audio programs with Amazon Transcribe and Knowledge Bases for Amazon Bedrock
AWS Machine Learning Blog
AUGUST 5, 2024
Information retrieval systems have powered the information age through their ability to crawl and sift through massive amounts of data and quickly return accurate and relevant results. These systems, such as search engines and databases, typically work by indexing on keywords and fields contained in data files. However, much of our data in the digital age also comes in non-text format, such as audio and video files.
It's Lights Out at a Cosmic Restaurant
Hacker News
AUGUST 5, 2024
Palomar Observatory bids farewell to a tradition of napkin rings, cowbells and astronomical table conversation.
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?
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