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.
insideBIGDATA
AUGUST 5, 2024
In this contributed article, Elaine Gemmell, Head of Regulatory Affairs at InnoScot Health, discusses regulators needing to keep pace with advancement of artificial intelligence for fresh and innovative healthcare benefits.
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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?
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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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
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.
KDnuggets
AUGUST 5, 2024
Get noticed by recruiters and hiring managers by creating and documenting the following AI projects.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
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
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.
KDnuggets
AUGUST 5, 2024
Learn how to analyze the time series dataset with the Python package NumPy.
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.
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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?
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.
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.
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.
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.
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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
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.
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.
KDnuggets
AUGUST 5, 2024
End-to-end privacy for scikit-learn federated training models and encrypted inference using Fully Homomorphic Encryption (FHE)
Hacker News
AUGUST 5, 2024
Instruction scheduling is essential to modern compilers. It tries to hide latencies and increases the throughput of a straight line code by reordering the enclosing instructions. In order to do that, compilers have to know a whole bunch of information, ranging from individal instruction’s latency to microarchitecture details. The system that describes these is called a scheduling model.
Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com
Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.
KDnuggets
AUGUST 5, 2024
These IT jobs don’t get enough love and you could be missing out
Hacker News
AUGUST 5, 2024
San Francisco, one of the priciest US housing markets and a global center of artificial intelligence, is set to become the nation’s first city to ban algorithmic software used to recommend rents.
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
Hacker News
AUGUST 5, 2024
"Get or create" is a very common operation for syncing data in the database, but implementing it correctly may be trickier than you may expect. If you ever had to implement it in a real system with real-life load, you may have overlooked potential race conditions, concurrency issues and even bloat!
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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.
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.
Hacker News
AUGUST 5, 2024
AI networks play an important role in interconnecting tens of thousands of GPUs together, forming the foundational infrastructure for training, enabling large models with hundreds of billions of parameters such as LLAMA 3.1 405B. This week at ACM SIGCOMM 2024 in Sydney, Australia, we are sharing details on the network we have built at Meta over the past few years to support our large-scale distributed AI training workload.
Towards AI
AUGUST 5, 2024
Last Updated on August 6, 2024 by Editorial Team Author(s): Louis-François Bouchard Originally published on Towards AI. Advanced Prompting: Because Basic Instructions Were Just Too Boring This post is an older iteration of our weekly newsletter High Learning Rate. Follow it to get more of such posts 1 month before! Let’s discuss the current problem with prompting—more precisely, “advanced prompting” and those who call themselves “prompt engineers.
Hacker News
AUGUST 5, 2024
The purpose of an architectural retrospective is to use experience to help the development team improve their architecting skills and their way of working as they make architectural decisions. This is different than traditional architecture reviews which are focused on improving the architecture.
Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin
As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.
Towards AI
AUGUST 5, 2024
Last Updated on August 7, 2024 by Editorial Team Author(s): Sarah Lea Originally published on Towards AI. How can we estimate the price of objects such as used cars as accurately as possible? In addition to traditional methods based on statistical and heuristic approaches (e.g. comparison method, cost approach or expert evaluation), machine learning and deep learning models offer new alternatives.
Hacker News
AUGUST 5, 2024
The move by some influential companies has raised concerns about work-life balance in a country where long hours at the office are common.
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.
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.
Speaker: Nikhil Joshi, Founder & President of Snic Solutions
Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.
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