KDnuggets
JUNE 20, 2024
Image by author Model deployment is the process of trained models being integrated into practical applications. This includes defining the necessary environment, specifying how input data is introduced into the model and the output produced, and the capacity to analyze new data and provide relevant predictions or categorizations.
Machine Learning Mastery
JUNE 20, 2024
As a data professional, you should also know how to build predictive models with machine learning to solve business problems. And if you’re interested in machine learning, you’re probably also looking for the best resources to get going. Well, you can always choose a self-paced online course that best aligns with your learning preferences.
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KDnuggets
JUNE 20, 2024
Understanding LLMs is pivotal in unlocking the full potential of AI-driven solutions across various domains. As we navigate the process of building AI-driven solutions, it is essential to approach the development and deployment of LLMs with a focus on responsible AI practices.
Analytics Vidhya
JUNE 20, 2024
Introduction Land segmentation is significant in farther detecting and geological data frameworks (GIS) for analyzing and classifying diverse arrive cover sorts in partisan symbolism. This direct will walk you through making a arrive division demonstrate utilizing Google Soil Motor (GEE) and joining it with Python for upgraded usefulness. By the conclusion of this direct, you’ll […] The post Guide to Land Cover Classification using Google Earth Engine appeared first on Analytics Vidh
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.
KDnuggets
JUNE 20, 2024
Stop roaming the internet trying to find the perfect data analyst course and read this!
Analytics Vidhya
JUNE 20, 2024
Introduction An introduction to machine learning (ML) or deep learning (DL) involves understanding two basic concepts: parameters and hyperparameters. When I came across these terms for the first time, I was confused because they were new to me. If you’re reading this, I assume you are in a similar situation too. So let’s explore and […] The post Understanding Parameters and Hyperparameters appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
JUNE 20, 2024
Introduction SQL is an essential tool to know for anybody working with data. It comes with a range of functions that make querying in databases, a breeze. In this article, we are going to see one of the fundamentals of SQL, the SELECT statement. This function helps in retrieving data from one or more tables. […] The post SQL SELECT: Syntax, Use Cases, and Implementation appeared first on Analytics Vidhya.
Data Science Dojo
JUNE 20, 2024
We have all been using the infamous ChatGPT for quite a while. But the thought of our data being used to train models has made most of us quite uneasy. People are willing to use on-device AI applications as opposed to cloud-based applications for the obvious reasons of privacy. Deploying an LLM application on edge devices—such as smartphones, IoT devices, and embedded systems—can provide significant benefits, including reduced latency, enhanced privacy, and offline capabilities.
Analytics Vidhya
JUNE 20, 2024
Introduction In this article, we examine the fundamental SQL BETWEEN operator and examine its applications, requirements, and adaptability to different kinds of data. You’ll obtain a thorough understanding of how to use the BETWEEN operator in your SQL queries, from comprehending the fundamental syntax to using it in real-world scenarios with dates, numbers, and texts. […] The post 3 Common Ways to Use SQL BETWEEN Operator appeared first on Analytics Vidhya.
insideBIGDATA
JUNE 20, 2024
In this contributed article, Rosanne Kincaid-Smith, Group COO at Northern Data, delves into the ethical considerations of ensuring AI safety and emphasizes the need for a collective approach to AI management – involving a mixture of technical and societal bodies who understand its far-reaching impact. The piece sheds light on the growing concerns surrounding the emergence of next-generation AI technologies and underscores the new collaborative efforts of the US and UK in addressing safety concer
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.
Analytics Vidhya
JUNE 20, 2024
Introduction Polars is a high-performance DataFrame library designed for speed and efficiency. It leverages all available cores on your machine, optimizes queries to minimize unnecessary operations, and manages datasets larger than your RAM. With a consistent API and strict schema adherence, Python Polars ensures predictability and reliability. Written in Rust, it offers C/C++ level performance, […] The post Python Polars: High-Performance DataFrame Library in Rust appeared first on Analyt
Machine Learning Mastery
JUNE 20, 2024
Stable Diffusion is a powerful tool that helps you generate pictures. It is fun to play with the generative AI tool. But it would be useful if the tool could help you in a real job. In this post, you will see how you can leverage the power of Stable Diffusion to work on something […] The post Stable Diffusion Project: Word Art appeared first on MachineLearningMastery.com.
Analytics Vidhya
JUNE 20, 2024
Introduction A significant component of a Database Management System (DBMS) that is essential to database administration and design is the super key. Comprehending super keys facilitates the maintenance of data integrity and record uniqueness in relational databases. This article provides a detailed explanation of super keys, their characteristics, types, and practical applications.
insideBIGDATA
JUNE 20, 2024
In this contributed article, Rosanne Kincaid-Smith, Group COO at Northern Data, delves into the ethical considerations of ensuring AI safety and emphasizes the need for a collective approach to AI management – involving a mixture of technical and societal bodies who understand its far-reaching impact. The piece sheds light on the growing concerns surrounding the emergence of next-generation AI technologies and underscores the new collaborative efforts of the US and UK in addressing safety concer
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
Analytics Vidhya
JUNE 20, 2024
Introduction This article will discuss cosine similarity, a tool for comparing two non-zero vectors. Its effectiveness at determining the orientation of vectors, regardless of their size, leads to its extensive use in domains such as text analysis, data mining, and information retrieval. This article explores the mathematics of cosine similarity and shows how to use it […] The post How to Calculate Cosine Similarity in Python?
Data Science Dojo
JUNE 20, 2024
Integrating generative AI into edge devices is a significant challenge on its own. You are required to smartly run advanced models efficiently within the limited computational power and memory of smartphones and computers. Ensuring these models operate swiftly without draining battery life or overheating devices adds to the complexity. Additionally, safeguarding user privacy is crucial, requiring AI to process data locally without relying on cloud servers.
Analytics Vidhya
JUNE 20, 2024
Introduction The field of data science is ever evolving. New tools and techniques keep emerging every day. In the current job scenario, particularly in 2024, professionals are expected to keep themselves updated on these changes. All types of businesses are seeking skilled data scientists who can help them decipher their data sensibly and keep pace […] The post 40 Data Science Coding Questions and Answers for 2024 appeared first on Analytics Vidhya.
Hacker News
JUNE 20, 2024
Wild chimpanzees seek out medicinal plants to eat when they are sick or injured, a study says.
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.
Dataconomy
JUNE 20, 2024
The shipping industry moves over 11 billion tons worth of goods every year. With the growth of global trade and “just-in-time” deliveries, the pressures on shippers to deliver freight quickly, reliably, and cost-effectively have skyrocketed – and many are finding it hard to keep up. From intricate networks of full container load (FCL) shipping to smaller, consolidated shipments (LCL), each mode faces unique challenges.
Hacker News
JUNE 20, 2024
Hugh Durrant-Whyte says 2045 is a realistic timeframe, adding it was likely to be ‘more expensive than anything else you could possibly think of’ Follow our Australia news live blog for latest updates Get our morning and afternoon news emails , free app or daily news podcast Australia would need “many decades” to develop the regulations and skills to operate a nuclear power plant, and the experience gained at the existing Lucas Heights facility won’t help much, according to New South Wales’ chie
AWS Machine Learning Blog
JUNE 20, 2024
Retrieval Augmented Generation (RAG) is a technique that enhances large language models (LLMs) by incorporating external knowledge sources. It allows LLMs to reference authoritative knowledge bases or internal repositories before generating responses, producing output tailored to specific domains or contexts while providing relevance, accuracy, and efficiency.
Hacker News
JUNE 20, 2024
At Character.AI, we're building toward AGI. In that future state, large language models (LLMs) will enhance daily life, providing business productivity and entertainment and helping people with everything from education to coaching, support, brainstorming, creative writing and more.
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
SAS Software
JUNE 20, 2024
Good educators are more than a source of knowledge; they inspire, innovate and continuously adapt to provide their students with the best learning experiences. Effective educators embrace new technologies, foster critical thinking and prepare students for future challenges. Recognizing their importance, SAS recently honored exemplary educators at SAS Innovate 2024. [.
Hacker News
JUNE 20, 2024
Introducing Claude 3.5 Sonnet—our most intelligent model yet. Sonnet now outperforms competitor models and Claude 3 Opus on key evaluations, at twice the speed.
AWS Machine Learning Blog
JUNE 20, 2024
Customer service organizations today face an immense opportunity. As customer expectations grow, brands have a chance to creatively apply new innovations to transform the customer experience. Although meeting rising customer demands poses challenges, the latest breakthroughs in conversational artificial intelligence (AI) empowers companies to meet these expectations.
Hacker News
JUNE 20, 2024
The plastics industry has heralded a type of chemical recycling it claims could replace new shopping bags and candy wrappers with old ones — but not much is being recycled at all, and this method won’t curb the crisis.
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.
FlowingData
JUNE 20, 2024
For Wired, Dhruv Mehrotra and Tim Marchman provide evidence that Perplexity, an AI-based company currently valued at a billion dollars, appears to be slurping up whatever they can get their hands on : It also appears probable that in some cases—and despite a graphical representation in its user interface that shows the chatbot “reading” specific source material before giving a reply to a prompt—Perplexity is summarizing not actual news articles but reconstructions of what they say ba
Hacker News
JUNE 20, 2024
The EU Council and its participants have decided to withdraw the vote on the contentious Chat Control plan proposed by Belgium, the current EU President.
AWS Machine Learning Blog
JUNE 20, 2024
This is a guest post co-written with Ori Nakar from Imperva. Imperva Cloud WAF protects hundreds of thousands of websites against cyber threats and blocks billions of security events every day. Counters and insights based on security events are calculated daily and used by users from multiple departments. Millions of counters are added daily, together with 20 million insights updated daily to spot threat patterns.
Hacker News
JUNE 20, 2024
States have been taking the lead on kids online safety.
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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