TG Telegram Group & Channel
Библиотека собеса по Data Science | вопросы с собеседований | United States America (US)
Create: Update:

👌 Как оценить качество латентного представления

Один из способов — проверить, насколько хорошо латентные признаки работают в задачах классификации или регрессии. Если они позволяют добиться высокой точности, это признак качественного представления.

Также полезен анализ понижения размерности: можно визуализировать латентное пространство с помощью t-SNE или UMAP. Если похожие объекты из исходных данных остаются близко друг к другу в латентном пространстве, а разные классы — чётко разделены, это тоже говорит о его качестве.

Библиотека собеса по Data Science

Библиотека собеса по Data Science | вопросы с собеседований
👌 Как оценить качество латентного представления

Один из способов — проверить, насколько хорошо латентные признаки работают в задачах классификации или регрессии. Если они позволяют добиться высокой точности, это признак качественного представления.

Также полезен анализ понижения размерности: можно визуализировать латентное пространство с помощью t-SNE или UMAP. Если похожие объекты из исходных данных остаются близко друг к другу в латентном пространстве, а разные классы — чётко разделены, это тоже говорит о его качестве.

Библиотека собеса по Data Science
Please open Telegram to view this post
VIEW IN TELEGRAM
👍1
hottg.com/ds_interview_lib/1029
705 views


>>Click here to continue<<

Библиотека собеса по Data Science | вопросы с собеседований



Share with your best friend
VIEW MORE

How to Use Bitcoin?

n the U.S. people generally use Bitcoin as an alternative investment, helping diversify a portfolio apart from stocks and bonds. You can also use Bitcoin to make purchases, but the number of vendors that accept the cryptocurrency is still limited. Big companies that accept Bitcoin include Overstock, AT&T and Twitch. You may also find that some small local retailers or certain websites take Bitcoin, but you’ll have to do some digging. That said, PayPal has announced that it will enable cryptocurrency as a funding source for purchases this year, financing purchases by automatically converting crypto holdings to fiat currency for users. “They have 346 million users and they’re connected to 26 million merchants,” says Spencer Montgomery, founder of Uinta Crypto Consulting. “It’s huge.”

👌 Как оценить качество латентного представления

Библиотека собеса по Data Science | вопросы с собеседований TG
Webview: 1029
Telegram TG Webview: hottg.com/ds_interview_lib/webview
Telegram TG Channel: Библиотека собеса по Data Science | вопросы с собеседований
Telegram Updated:

United States America Popular Telegram Group (US)



Telegram Q&A
Q: How does hottg.com work?
Once you've set up a username, you can give people a hottg.com/username link. Opening that link on their phone will automatically fire up their Telegram app and open a chat with you. You can share username links with friends, write them on business cards or put them up on your website.This way people can contact you on Telegram without knowing your phone number.

With Telegram, you can send messages, photos, videos and files of any type (doc, zip, mp3, etc), as well as create groups for up to 200,000 people or channels for broadcasting to unlimited audiences. You can write to your phone contacts and find people by their usernames. As a result, Telegram is like SMS and email combined — and can take care of all your personal or business messaging needs. In addition to this, we support end-to-end encrypted voice calls.

Q: What is Telegram? What do I do here?

Telegram is a messaging app with a focus on speed and security, it’s super-fast, simple and free. You can use Telegram on all your devices at the same time — your messages sync seamlessly across any number of your phones, tablets or computers.

Q: Who is Telegram for?

Telegram is for everyone who wants fast and reliable messaging and calls. Business users and small teams may like the large groups, usernames, desktop apps and powerful file sharing options. You can appoint admins with advanced tools to help these communities prosper in peace. Public groups can be joined by anyone and are powerful platforms for discussions and collecting feedback.In case you're more into pictures, Telegram has animated gif search, a state of the art photo editor, and an open sticker platform (find some cool stickers here or here). What's more, there is no need to worry about disk space on your device. With Telegram's cloud support and cache management options, Telegram can take up nearly zero space on your phone.

Q: How is Telegram different from WhatsApp?

Unlike WhatsApp, Telegram is a cloud-based messenger with seamless sync. As a result, you can access your messages from several devices at once, including tablets and computers, and share an unlimited number of photos, videos and files (doc, zip, mp3, etc.) of up to 2 GB each. And if you don't want to store all that data on your device, you can always keep it in the cloud.Thanks to our multi-data center infrastructure and encryption, Telegram is faster and way more secure. On top of that, Telegram is free and will stay free — no ads, no subscription fees, forever.

Q: Can I make calls via Telegram?

Yes! Voice calls are currently available to users around the world.

Many modern travelers appear to struggle with managing various aspects of their finances simultaneously while abroad, such as banking, budgeting, investing, trading, and saving. It is important to have apps installed on the device that will help you carry out these necessary tasks.

Hot Topic in US