Hacker News

JUNE 7, 2023

But there are different ways to use prompts in different categories. But the largest category of prompts so far in the Prompt Repository are function prompts : prompts which take text you supply, and do operations on it. Function prompts are all about taking existing text, and transforming it in some way. So what are they so far?

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Towards AI

JANUARY 30, 2023

DarkNet-53 is a convolutional neural network that is 53 layers deep and can classify images into 1000 object categories, such as keyboard, mouse, pencil, and many animals. cu116 CUDA:0 (Tesla T4, 15110MiB) Setup complete ✅ (2 CPUs, 12.7 Yolov8 makes bounding box predictions similar to image segmentation, i.e., pixel-wise. Python-3.8.16

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Dataconomy

JUNE 16, 2023

If you want to keep your information safe online, you might want to check out DLP solutions like Gamme AI ( Image Credit ) Advantages of DLP SaaS solutions Benefits of AI-driven DLP SaaS solutions include: They are simple to setup and manage and are cloud-based. You have 24/7 access to and control over your data protection policies.

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DagsHub

AUGUST 15, 2023

Setup Start by forking the COCO_1K repo. ? That’s all for the initial setup we need to do! Once we have our Label Studio ML Backend running, we’re ready to setup a Label Studio project for our repo. Easy peasy, lemon squeezy. Note: This tutorial covers the notebook , which can be found in the repo.

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IBM Journey to AI blog

APRIL 10, 2024

It needs minimal setup. Gradually, the technical debt impedes the new feature development, thus increasing the risk and the cost to fix the former. Runtime modernization is a big step to curb such issues. It supports futureproofing by allowing an easy progression to containers and microservices.

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AWS Machine Learning Blog

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. This process involves the utilization of both ML and non-ML algorithms.

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Smart Data Collective

OCTOBER 23, 2021

All mining hardware like the GPU falls under the category of proof of work. So, as I mentioned earlier, there is a variety of mining but keeping in mind that the majority of people here are beginners, I will explain the one that is the easiest to setup and use, which is GPU mining.

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Tableau

JANUARY 26, 2021

You can learn more about the setup here. We will also add a Tableau Server in a container image setup tool to help you create and customize container images to include custom drivers and connectors. . This feature is also available on the free development site accessible after you join the Tableau Developer Program. .

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Towards AI

MAY 23, 2023

LLMs excel at classifying emails by analyzing their content, accurately categorizing them into predefined categories such as inquiries, complaints, feedback, or technical support, streamlining customer service operations. Quick automated self-help responses Let’s say a customer sends an email requesting guidance on account setup.

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Towards AI

MAY 12, 2023

The experiment setup Many IT businesses can access GPT APIs and crowdsourcing solutions such as Amazon MTurk, Toloka, or CrowdANALYTIX, so it comes down to a choice of tools. In our experiment, two text classification tasks were given to GPT 3, GPT 3.5

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Heartbeat

FEBRUARY 15, 2023

It is a supervised learning methodology that predicts if a piece of text belongs to one category or the other. install.packages(“keras”) install_keras() Now we have our development environment setup. Conclusion In this article we used Keras with R to build a neural network that can classify text into two categories.

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phData

MARCH 18, 2024

Specifically, we’ll show how to create dbt snapshots and how they simplify the setup and maintenance of SCD Type-2 tables, offering a significant advantage for data management. In this blog, we will explore Slowly Changing Dimensions (SCDs) and the magic of dbt snapshots. Let’s begin!

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phData

JANUARY 30, 2024

This dataset consists of 2,225 news articles in five different categories: business, entertainment, politics, sports, and technology. The ID column is the unique ID of the article within a category, and the category column is the category to which the article belongs. select("CATEGORY", "ID", "WORD").distinct().groupBy("WORD").count().withColumn("IDF",

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AWS Machine Learning Blog

NOVEMBER 6, 2023

Recent advances in ML have given rise to a new class of models known as foundation models , which are typically trained on billions of parameters and can be adapted to a wide category of use cases, such as text summarization, generating digital art, and language translation.

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AWS Machine Learning Blog

FEBRUARY 13, 2024

This dichotomy can be effectively managed using a cross-account setup for the feature store. In essence, a cross-account feature store setup meticulously segments the roles of data producers and consumers, ensuring efficiency, clarity, and innovation. The hurdle at this juncture is discovering the right data.

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Pickl AI

APRIL 18, 2023

The Data Science course and certification train the individuals for the real-world setup. Practical Hands-on Approach The focus of the best Data Science certification course is to equip the students with all the knowledge and skills that will help them in the real-world setup. These programs are designed in tandem with industry demand.

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PyImageSearch

JANUARY 9, 2023

Figure 5 displays a general setup showing how contrastive losses are used to learn a feature representation. Finally, we discussed the setup and mathematical formulation of contrastive loss functions, which are pivotal in training similarity-based siamese networks. There are different formulations of contrastive losses (e.g.,

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Alation

FEBRUARY 18, 2021

Alation has evolved a great deal since pioneering the data catalog category. Security setups are exotic and have become more stringent with a slew of new standards to address. Mitesh Shah, VP of product marketing: Before we jump into what’s new with Alation 2021.1, can you talk about what it means for Alation to be a platform?

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AWS Machine Learning Blog

MAY 16, 2023

Recent advances in ML have given rise to a new class of models known as foundation models , which are typically trained on billions of parameters and are adaptable to a wide category of use cases, such as text summarization, generating digital art, and language translation. Set up prerequisites This notebook was tested on an ml.t3.medium

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Chatbots Life

MARCH 17, 2023

Entities are nothing but categories to which different words belong. Setup questions and answers The next step is to add phrases that your user is most likely to ask and how the bot responds to them. Some examples of entities include Name, Location, Organization, etc. The welcome message is basically how your bot greets a user.

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Smart Data Collective

JUNE 9, 2021

Instead, it is more practical and logical to be accustomed to the cloud setup and take advantage of cloud solutions to deal with threats and attacks. The SaaS category is not a badge of excellent software quality. Also, data loss and theft are becoming more prominent as organizations move to the cloud. Choosing the right SaaS solution.

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Analytics Analytics 69

Pickl AI

SEPTEMBER 22, 2023

For categorical data like product categories or department names, this is extremely helpful. Complete Data Validation Setup: After configuring the validation criteria, input message, and error alert settings, click the “OK” button to apply the data validation rules to the selected cell(s) or range.

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Smart Data Collective

MARCH 30, 2022

The business bank category has its own set of characteristics that separate it from traditional banks. Many people don’t know the difference in banking services offered by different types of banks. It can be confusing to know which bank offers what you need. You will want to regularly review your data and tweak your marketing strategy.

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AWS Machine Learning Blog

FEBRUARY 8, 2024

Your agent will sort user input into one of the following categories: Category A – Malicious or harmful inputs, even if they are fictional scenarios. Category C – Questions that our function calling agent will be unable to answer or provide helpful information for using only the functions it has been provided.

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AWS Machine Learning Blog

APRIL 21, 2023

The target attribute is binary, meaning the model predicts the output as one of two categories ( True or False ). It contains three notebooks: to perform the initial setup, to create the model train and baseline pipeline, and create the batch inference and Model Monitor pipeline. Setup.ipynb |— 1.SageMakerPipeline-BaselineData-Train.ipynb

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Heartbeat

SEPTEMBER 18, 2023

People can easily find the data and tools they need by browsing through logical categories like "Projects," "Experiments," "Models," and "Teams." Thanks to the platform’s centralized dashboard, all ML projects, tests, and models can be seen in one place.

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Pickl AI

NOVEMBER 17, 2023

Here are real-world examples showcasing how Roll Rate Analysis is applied in Data Science: Credit Risk Modeling In credit risk modeling, Data Scientists leverage Roll Rate Analysis to assess the transition of borrowers between different risk categories. ” Repeat for other transitions.

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Data Science Blog

DECEMBER 20, 2022

Within that movement, hybrid cloud setups have gained momentum, with 80% of cloud users taking this approach in 2022. The Cloud To understand the advantages and disadvantages of hybrid cloud setups, organizations must contrast them against conventional cloud systems. Here’s a closer look. Which Is the Best Option?

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phData

MAY 31, 2023

In this blog, we will compare how to leverage Snowflake with Alteryx Designer Desktop vs. Alteryx Designer Cloud over three categories: Connection Performance Usability Before we begin, it is important to highlight that Designer Cloud is a different product from Designer Desktop.

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Dataconomy

JULY 31, 2023

Publicly, the ICO declared that it would be “making enquiries” It reminded all businesses that they need to complete a Data Protection Impact Assessment (DPIA) before initiating any procedures that might lead to high risk, such as dealing with special category biometric data.

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Dataconomy

AUGUST 14, 2023

The client-server setup comes in various forms. Client computers can be grouped into distinct categories, each with its own characteristics. Similarly, a client computer interacts with a server by sending requests for specific tasks or information. Sometimes, the client and server are separate machines connected by networks.

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The MLOps Blog

FEBRUARY 22, 2024

I used Pytorch and Avalanche to create a simple experimental setup to compare various continual learning methods on an image classification problem in a class-incremental scenario. Recommended ML Experiment Tracking: What It Is, Why It Matters, and How to Implement It Read also Tracking continual learning experiments with neptune.ai

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Heartbeat

JULY 20, 2023

os.environ[“COMET_API_KEY”] = “<YOUR_API_KEY_HERE>” Now, when we initialize the Comet project, it will automatically detect this key and proceed with the setup. A 79% success rate over the positive label category. Comet API Key The easiest way to use this key is to set it as an environment variable.

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Heartbeat

MAY 9, 2023

take(1000) Let’s assign all the labels in the dataset as an array to a variable called “categories.” categories = small_train_dataset.features["label"].names take(1000) Let’s assign all the labels in the dataset as an array to a variable called “categories.” categories = small_train_dataset.features["label"].names

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AWS Machine Learning Blog

NOVEMBER 30, 2023

The prompts are divided into different knowledge categories such as capitals, subsidiaries, and others. The evaluation measures the percentage of correct answers overall and per category. The above example is from the “gender/gender identity” category. Note that some predicate pairs can have more than one expected answer.

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Dataconomy

AUGUST 23, 2023

This milestone requires no elaborate setup or intricate installations. ” Match your license type against the categories below to determine your eligibility status. Business/Education Subscription: If your Microsoft 365 subscription falls under this category, your subscription management lies in the hands of your administrator.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Having the right setup in place is the first step towards a seamless deployment of the demos. The response from the LLM is stored in DynamoDB along with the user’s query, the timestamp, a unique identifier, and other arbitrary identifiers for the item such as question category. The AWS Command Line Interface (AWS CLI) v2.

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