Hacker News

MAY 2, 2024

police departments from using generative AI through the Azure OpenAI Service, the company’s fully managed, enterprise-focused wrapper around OpenAI technologies. Microsoft has changed its policy to ban U.S.

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Azure AI AI 182

Adrian Bridgwater for Forbes

DECEMBER 18, 2023

If the use of portals has ever actually come down to Earth, it has been as a term we use to describe a doorway to digital resources.

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Analytics Vidhya

JANUARY 2, 2024

Introduction When it comes to working with databases, two commonly used approaches are SQL and Object-Relational Mapping (ORM). While both serve the purpose of interacting with databases, they have distinct differences in terms of their functionality, usage, and benefits.

SQL 247

SQL Database Analytics Analytics 247

Analytics Vidhya

SEPTEMBER 19, 2023

The term “large” is often quantified by the number of parameters they possess. Use it for a variety of tasks, like translating text, answering […] The post Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying appeared first on Analytics Vidhya.

Artificial Intelligence 288

Artificial Intelligence Artificial Intelligence Analytics Analytics 288

Analytics Vidhya

APRIL 1, 2023

It involves using new evidence to modify the prior probabilities of an event. It uses conditional probabilities to improve the prior probabilities, which results in posterior probabilities. Introduction Bayesian Networks or statistics form an integral part of many statistical learning approaches.

Analytics 285

Analytics Analytics Algorithm 285

Hacker News

APRIL 7, 2024

String diagrams are a graphical language used to represent processes that can be composed sequentially or in parallel, which correspond graphically to horizontal or vertical juxtaposition. The algebraic representation can be seen as a term of a free monoidal category or a proof tree for a small fragment of linear logic.

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Analytics Vidhya

OCTOBER 2, 2022

If you are new to these terms, […]. The post Using MongoDB with Pandas, NumPy, and PyArrow appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Data Scientist 355

Data Scientist Data Science Python Analytics 355

Analytics Vidhya

FEBRUARY 11, 2023

Introduction We have seen some fancy terms for AI and deep learning, such as pre-trained models, transfer learning, etc. Let me educate you with a widely used technology and one of the most important and effective: Transfer learning with YOLOv5.

Deep Learning 285

Deep Learning Deep Learning Analytics Analytics 285

Analytics Vidhya

JULY 4, 2022

Introduction Academia is the integral coaching zone for humanity’s future talent and the development of new approaches toward our survival as human species in terms of task execution and thinking. The academic score is an indicator used for performance assessment and management by […].

Machine Learning 364

Machine Learning Machine Learning Data Science Analytics 364

Hacker News

JANUARY 13, 2024

I think these terms almost refer to the same thing, when used loosely: terminal shell tty console What exactly does each of these terms refer to?

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Data Science Dojo

JULY 25, 2023

Regularization in machine learning is a technique that is used to prevent over fitting in ML models. In this article, we’ll explore what overfitting is and how regularization works to mitigate it, as well as the different types of regularization techniques used in machine learning. What is Overfitting? What is Underfitting?

Machine Learning 195

Machine Learning Machine Learning Python Data Science 195

Data Science Dojo

APRIL 29, 2024

These AI systems learn from large datasets to recognize patterns and structures, which they then use to generate new, original outputs similar to the data they trained on. Key Terms in Generative AI Generative Models : These are the powerhouse behind generative AI, where models generate new content after training on specific datasets.

AI 539

AI AI Deep Learning Deep Learning 539

Analytics Vidhya

OCTOBER 11, 2022

Another commonly used term is graph analytics, which refers to analyzing data in […]. This article was published as a part of the Data Science Blogathon. Introduction A graph database is a specialized, one-of-a-kind platform for creating and manipulating graphs.

Database 328

Database Data Science Analytics Analytics 328

Hacker News

JANUARY 11, 2024

The Internet used to be so simple to use that people collectively coined the term “let me Google that for you” to make fun of people who had the audacity of asking other people questions online.

AI 181

AI AI 181

KDnuggets

MAY 3, 2022

The terms developer and engineer are used synonymously, making it difficult to understand the difference between the two in the midst of a conversation.

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280

Hacker News

MARCH 10, 2024

Roku released a new terms of service agreement that requires you to give up some of your basic rights in order to use the services, and the only way to opt-out is in writing.

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Analytics Vidhya

AUGUST 8, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction to Convolution Convolution is a trendy term in computer vision. The post Implementing Convolution As An Image Filter Using OpenCV appeared first on Analytics Vidhya.

Data Science 361

Data Science Analytics Analytics Python 361

Analytics Vidhya

SEPTEMBER 15, 2022

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction Contextual ASR, which uses a list of biasing terms […]. The post Contextual Spelling Correction of the ASR Systems appeared first on Analytics Vidhya.

Data Science 250

Data Science Analytics Analytics Machine Learning 250

Machine Learning Research at Apple

DECEMBER 17, 2023

In this paper, we start by training End-to-End Automatic Speech Recognition (ASR) models using Federated Learning (FL) and examining the fundamental considerations that can be pivotal in minimizing the performance gap in terms of word error rate between models trained using FL versus their centralized counterpart.

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Analytics Vidhya

DECEMBER 6, 2021

This article was published as a part of the Data Science Blogathon Introduction Long short term memory (LSTM) is a model that increases the memory of recurrent neural networks. Recurrent neural networks hold short term memory in that they allow earlier determining information to be employed in the current neural networks.

Data Science 273

Data Science Analytics Analytics Deep Learning 273

Analytics Vidhya

MAY 27, 2023

Introduction The UNet is the first model that comes to mind these days whenever we want to use image segmentation in machine learning. In comparison to earlier state-of-the-art techniques, it has been revolutionary in terms of performance improvement. How to use UNet in segmentation tasks? How to use UNet in segmentation tasks?

Machine Learning 258

Machine Learning Machine Learning Analytics Analytics 258

Analytics Vidhya

MARCH 5, 2021

ArticleVideo Book Introduction We frequently use the term Probability but don’t realize how powerful this concept is. In simple terms, the probability is the. The post Axioms of Probability Every Data Scientist Should Know! appeared first on Analytics Vidhya.

Data Scientist 288

Data Scientist Analytics Analytics 288

Hacker News

APRIL 8, 2024

Lambda Screen allows you to draw images using terms of pure lambda calculus. By using fixed-point combinators, you can even create infinitely detailed fractals.

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112

Hacker News

FEBRUARY 20, 2024

Microsoft announced that it caught Chinese, Russian, and Iranian hackers using its AI tools—presumably coding tools—to improve their hacking abilities. I’m sure the terms of service—if I bothered to read them—gives them that permission.

AI 181

AI AI Artificial Intelligence Artificial Intelligence 181

Analytics Vidhya

SEPTEMBER 5, 2022

Compare Telnet and SSH in Terms of Security and User interface. We will also discuss how encryption takes place in SSH, why we use the Telnet Protocol Today, and much […]. This article was published as a part of the Data Science Blogathon. Introduction In this article, we will discuss the differences between Telnet and SSH.

Data Science 284

Data Science Analytics Analytics Algorithm 284

Hacker News

SEPTEMBER 2, 2023

Most open-domain dialogue systems suffer from forgetting important information, especially in a long-term conversation. To alleviate this problem, we propose to recursively generate summaries/ memory using large language models (LLMs) to enhance long-term memory ability.

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Analytics Vidhya

JANUARY 1, 2023

In simple terms, API is a messenger; let’s understand this with some examples. The post Introduction to Amazon API Gateway using AWS Lambda appeared first on Analytics Vidhya. Introduction What is an API? Let’s say you are hungry and you need to cook something at home. This […].

AWS 279

AWS Analytics Analytics Cloud Computing 279

Analytics Vidhya

MAY 11, 2023

Using electronic gadgets and surfing the internet since childhood and yet needing clarification on the two terms: data and information? We generate around 328.77 million terabytes of data daily, and almost every day, millions of people are at stake because they are sharing valuable information with people knowingly or unknowingly.

Analytics 221

Analytics Analytics Database Data Science 221

Analytics Vidhya

MAY 10, 2022

Introduction on Logistic Regression This article aims to take you through the process of performing a Logistic Regression algorithm in python to classify whether clients will subscribe to term deposit or not. Logistic Regression is used for classification problems. It is used to […].

Data Science 247

Data Science Algorithm Python Analytics 247

Analytics Vidhya

NOVEMBER 9, 2021

Which we use to add the penalty term to control the complex […]. Which we use to add the penalty term to control the complex […]. This is also called the Shrinkage method. The post Study of Regularization Techniques of Linear Models and Its Roles appeared first on Analytics Vidhya.

Machine Learning 331

Machine Learning Machine Learning Data Science Analytics 331

Analytics Vidhya

AUGUST 11, 2023

In a new twist of events, Zoom, the popular videoconferencing platform, is entangled in a legal predicament regarding using customer data for training artificial intelligence (AI) models. The controversy centers around its recent terms and conditions, sparking user outrage and raising pertinent questions about data privacy and consent.

Artificial Intelligence 195

Artificial Intelligence Artificial Intelligence AI AI 195

Hacker News

APRIL 27, 2024

We show that transformers can use meaningless filler tokens (e.g., ' ') in place of a chain of thought to solve two hard algorithmic tasks they could not solve when responding without intermediate tokens. However, we find empirically that learning to use filler tokens is difficult and requires specific, dense supervision to converge.

Algorithm 139

Algorithm 139

Adrian Bridgwater for Forbes

MARCH 27, 2023

The data lakehouse is a hybrid term used to denote some of the structures we would find in a more ordered data warehouse with the expansiveness and lower cost functionality of the data lake. But, finding our way around the data lakehouse, even with its defined edges and channels can still be tough.

Data Lakes 198

Data Lakes Data Warehouse Big Data Big Data 198

Hacker News

MARCH 15, 2024

In response, certain governments are attempting to restrict VPN access by identifying connections using "dual use" DPI technology. To investigate the potential for VPN blocking, we develop mechanisms for accurately fingerprinting connections using OpenVPN, the most popular protocol for commercial VPN services.

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