Analytics Vidhya

JUNE 25, 2024

Introduction Chatbots have become an integral part of modern applications, providing users with interactive and engaging experiences. In this guide, we’ll create a chatbot using LangChain, a powerful framework that simplifies the process of working with large language models. Our chatbot will have the following key features: By the end of this article, you’ll have […] The post How to Build a LangChain Chatbot with Memory?

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KDnuggets

JUNE 21, 2024

Want to learn AI from the best of resources? Check out these free AI courses from top universities.

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insideBIGDATA

JUNE 19, 2024

The team here at insideBIGDATA is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe. We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. Our in-box is filled each day with new announcements, commentaries, and insights about what’s driving the success of our industry so we’re in a unique position to publish our quarterly IMPACT 50 List.

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Analytics Vidhya

JUNE 24, 2024

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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Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

Data Pipeline

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 343

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Machine Learning Mastery

JUNE 21, 2024

If you are a machine learning student, researcher, or practitioner, it is crucial for your career growth to have a deep understanding of how each algorithm works and the various techniques to enhance model performance. Nowadays, many individuals tend to focus solely on the code, data, and pre-trained models, often without fully comprehending the machine […] The post 5 Free Books on Machine Learning Algorithms You Must Read appeared first on MachineLearningMastery.com.

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Hacker News

JUNE 25, 2024

On 24 June 2024, Pre-Trial Chamber II of the International Criminal Court (“ICC” or “Court”), composed of Judge Rosario Salvatore Aitala, Presiding, Judge Sergio Gerardo Ugalde Godínez and Judge Haykel Ben Mahfoudh, issued warrants of arrest for two individuals, Mr Sergei Kuzhugetovich Shoigu and Mr Valery Vasilyevich Gerasimov, in the context of the situation in Ukraine for alleged international crimes committed from at least 10 October 2022 until at least 9 March 2023.

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Analytics Vidhya

JUNE 23, 2024

Introduction Data Science deals with finding patterns in a large collection of data. For that, we need to compare, sort, and cluster various data points within the unstructured data. Similarity and dissimilarity measures are crucial in data science, to compare and quantify how similar the data points are. In this article, we will explore the […] The post Similarity and Dissimilarity Measures in Data Science appeared first on Analytics Vidhya.

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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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AWS Machine Learning Blog

JUNE 24, 2024

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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Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.

Hacker News

JUNE 25, 2024

Many of the large language models that power chatbots claim to be open, but restrict access to code and training data. Many of the large language models that power chatbots claim to be open, but restrict access to code and training data.

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Analytics Vidhya

JUNE 21, 2024

Introduction If you have been working with data, I’m sure you use Microsoft Excel or Google Sheets on a daily basis. These tools make data storage and organization so easy, that they’ve become indispensable for data analysts, finance professionals, and even students. The best part of using these programs is the built-in functions they have, […] The post Standard Deviation in Excel and Sheets appeared first on Analytics Vidhya.

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KDnuggets

JUNE 19, 2024

Perform data integrity tests and generate model evaluation reports by writing a few lines of code.

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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. [.

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Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

AI

FlowingData

JUNE 21, 2024

State Farm won’t be renewing about 30,000 policies because of high wildfire and earthquake risk. For San Francisco Chronicle, Megan Fan Munce reports : The decision affects homeowners policies, rental insurance and other property insurance. The company will not send official notices until July, but some customers have been notified by their State Farm agents that they will be among the 30,000.

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Hacker News

JUNE 24, 2024

In the last week, Houthi forces killed a merchant mariner, sunk a commercial ship and forced a crew to abandon another in flames. The attacks come as the Houthis continue to escalate its eight-month campaign against commercial traffic in the Red Sea and Gulf of Aden. The Houthis attacked MV Verbena, a Ukrainian-owned, Polish-operated bulk cargo carrier and Liberian-flagged MV Tutor, leading to both crews abandoning ship after the damage caused fires and flooding.

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Analytics Vidhya

JUNE 19, 2024

Introduction “AI Agentic workflow will drive massive progress this year,” commented Andrew Ng, highlighting the significant advancements anticipated in AI. With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion. In this article, we will explore Autonomous Agents, cover the components of building an Agentic workflow, and discuss the […] The post Building an Agentic Workflow with CrewAI and Groq appeared first on Analytics Vidhy

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KDnuggets

JUNE 21, 2024

Generating a ready-to-use HuggingFace model with FastAPI and Docker

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Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

Analytics Vidhya

JUNE 19, 2024

Introduction The advent of huge language models in the likes of ChatGPT ushered in a new epoch concerning conversational AI in the rapidly changing world of artificial intelligence. Anthropic’s ChatGPT model, which can engage in human-like dialogues, solve difficult tasks, and provide well thought-out answers that are contextually relevant, has fascinated people all over the […] The post Why Does ChatGPT Use Only Decoder Architecture?

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Analytics Vidhya

JUNE 23, 2024

Introduction Data Control Language (DCL) commands are fundamental in SQL for managing access and permissions within the database. These commands allow database administrators to regulate data access for various users, ensuring security and effective data management. This article discusses the primary DCL commands, their purposes, and practical applications.

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Analytics Vidhya

JUNE 19, 2024

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production. Experimenting with different LLMs to get the best results often involves making numerous API requests to the server, each request incurring a cost.

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Analytics Vidhya

JUNE 24, 2024

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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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

AI

Analytics Vidhya

JUNE 24, 2024

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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Hacker News

JUNE 25, 2024

AMD's Radeon Instinct MI300X is the latest in the company's compute focused CDNA line. NVIDIA has dominated the GPU compute market for time immemorial, thanks to a combination of strong compute GPUs and a dominant software ecosystem (CUDA) that isn't compatible with competing GPUs.

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Hacker News

JUNE 24, 2024

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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Hacker News

JUNE 24, 2024

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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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Database

Hacker News

JUNE 24, 2024

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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Hacker News

JUNE 24, 2024

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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Hacker News

JUNE 24, 2024

The punk rock pioneers chose freedom — and chaos — over major labels. Pulling the plug while things are still working is one final act of rebellion.

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Hacker News

JUNE 25, 2024

The wait is over. Starting today, anyone can hail a ride with Waymo in San Francisco. Rain, shine or Karl the Fog, just download the app, and ride.

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Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Data Science