Computer Science / Natural Language Processing (NLP)

NLP Certification Training with Python

بواسطة: Edureka

Overview

Edurekas Natural Language Processing (NLP) Certification Training will take you through the essentials of text processing all the way up to classifying texts using Machine Learning algorithms. In this NLP training, you will learn various concepts such as Tokenization, Stemming, Lemmatization, POS tagging, Named Entity Recognition, Syntax Tree Parsing, and so on using Pythons most famous NLTK package. Once you delve into NLP, you will lalso earn to build your own text classifier using the Nave Bayes algorithm.

Syllabus

Introduction to Text Mining and NLP
Extracting, Cleaning and Pre-processing Text
Analyzing Sentence Structure
Text Classification - I
Text Classification - II
In Class Project

Computer Science / Natural Language Processing (NLP)

الذهاب الي الدورة

NLP Certification Training with Python

بواسطة: Edureka

Edureka
مدفوعة
الإنجليزية
متاح شهادة
أيام محددة
الجميع
N/A

Messages Timeline Exceptions Views14 Route Queries6 Models5 Gate Session Request

8.1.2211ms2MBGET ar/الدورات/{slug}

Booting (125ms)
Application (85.07ms)
1 x Booting (59.4%)
125.22ms
1 x Application (40.35%)
85.07ms

14 templates were rendered

public.courses.show (resources/views/public/courses/show.blade.php)3bladefile
Params
0
course
1
links
2
config
public.courses.partials.breadcrumbs (resources/views/public/courses/partials/breadcrumbs.blade.php)6bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
public.courses.partials.heading (resources/views/public/courses/partials/heading.blade.php)7bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
6
classes
public.courses.partials.details (resources/views/public/courses/partials/details.blade.php)6bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
public.courses.partials.breadcrumbs (resources/views/public/courses/partials/breadcrumbs.blade.php)6bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
public.courses.partials.heading (resources/views/public/courses/partials/heading.blade.php)7bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
6
classes
public.layouts.main (resources/views/public/layouts/main.blade.php)6bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
public.layouts.partials.meta (resources/views/public/layouts/partials/meta.blade.php)6bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
public.layouts.partials.navbar (resources/views/public/layouts/partials/navbar.blade.php)6bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
public.auth.profile.partials.links (resources/views/public/auth/profile/partials/links.blade.php)6bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
6
route
7
title
public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
6
route
7
title
public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config
6
route
7
title
public.layouts.partials.flash-session (resources/views/public/layouts/partials/flash-session.blade.php)6bladefile
Params
0
__env
1
app
2
errors
3
course
4
links
5
config

Params
0	`course`
1	`links`
2	`config`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`
6	`classes`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`
6	`classes`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`
6	`route`
7	`title`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`
6	`route`
7	`title`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`
6	`route`
7	`title`

Params
0	`__env`
1	`app`
2	`errors`
3	`course`
4	`links`
5	`config`

uri: GET ar/الدورات/{slug}
middleware: web, localize:ar
controller: App\Http\Controllers\CourseController@show
as: ar.courses.show
namespace
prefix: /ar
where
file: app/Http/Controllers/CourseController.php:17-35

6 statements were executed7.99ms

select * from `courses` where `slug_ar` = 'nlp-certification-training-with-python' limit 1

6.83ms/app/Http/Controllers/CourseController.php:20corspedia

Metadata
Bindings	0. nlp-certification-training-with-python
Backtrace	17. /app/Http/Controllers/CourseController.php:20 18. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54 19. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43 20. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260 21. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205

update `courses` set `visitors` = `visitors` + 1, `courses`.`updated_at` = '2025-05-25 23:24:26' where `id` = 4482

530μs/app/Http/Controllers/CourseController.php:21corspedia

Metadata
Bindings	0. 2025-05-25 23:24:26 1. 4482
Backtrace	17. /app/Http/Controllers/CourseController.php:21 18. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54 19. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43 20. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260 21. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205

select `id`, `name_en`, `name_ar`, `topic_id`, `slug_en`, `slug_ar` from `subjects` where `subjects`.`id` in (36)

150μs/app/Http/Controllers/CourseController.php:23corspedia

Metadata
Backtrace	20. /app/Http/Controllers/CourseController.php:23 21. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54 22. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43 23. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205

select `id`, `name_en`, `name_ar`, `slug_en`, `slug_ar` from `topics` where `topics`.`id` in (1)

130μs/app/Http/Controllers/CourseController.php:23corspedia

Metadata
Backtrace	25. /app/Http/Controllers/CourseController.php:23 26. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54 27. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43 28. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260 29. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205

select * from `providers` where `providers`.`id` in (39) and `providers`.`deleted_at` is null

160μs/app/Http/Controllers/CourseController.php:23corspedia

Metadata
Backtrace	20. /app/Http/Controllers/CourseController.php:23 21. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54 22. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43 23. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205

select * from `html_files` where `html_files`.`id` = 4473 limit 1

190μs/app/Models/Course.php:84corspedia

Metadata
Bindings	0. 4473
Backtrace	21. /app/Models/Course.php:84 28. view::public.courses.show:29 30. /vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:125 31. /vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 32. /vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:72

App\Models\HtmlFile: 1
App\Models\Provider: 1
App\Models\Topic: 1
App\Models\Subject: 1
App\Models\Course: 1

_token: pgeH4UJRQ1jQoq5W2Tdwys3HEwiFcP70UREtY6q9
locale: ar
_previous: array:1 [ "url" => "https://www.corspedia.com/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/nlp-ce...
_flash: array:2 [ "old" => [] "new" => [] ]
PHPDEBUGBAR_STACK_DATA: []

path_info

/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/nlp-certification-training-with-python

status_code

status_text

format

html

content_type

text/html; charset=UTF-8

request_query

[]

request_request

[]

request_headers

  0 of 0   
array:24 [▼
  "cf-ipcountry" => array:1 [▶
    0 => "US"
  ]
  "cf-connecting-ip" => array:1 [▶
    0 => "3.148.117.22"
  ]
  "cdn-loop" => array:1 [▶
    0 => "cloudflare; loops=1"
  ]
  "x-forwarded-proto" => array:1 [▶
    0 => "https"
  ]
  "x-forwarded-for" => array:1 [▶
    0 => "3.148.117.22"
  ]
  "sec-fetch-site" => array:1 [▶
    0 => "none"
  ]
  "accept" => array:1 [▶
    0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7"
  ]
  "user-agent" => array:1 [▶
    0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
  ]
  "upgrade-insecure-requests" => array:1 [▶
    0 => "1"
  ]
  "sec-ch-ua-platform" => array:1 [▶
    0 => ""Windows""
  ]
  "sec-ch-ua-mobile" => array:1 [▶
    0 => "?0"
  ]
  "sec-ch-ua" => array:1 [▶
    0 => ""Chromium";v="130", "HeadlessChrome";v="130", "Not?A_Brand";v="99""
  ]
  "cache-control" => array:1 [▶
    0 => "no-cache"
  ]
  "pragma" => array:1 [▶
    0 => "no-cache"
  ]
  "sec-fetch-dest" => array:1 [▶
    0 => "document"
  ]
  "cf-ray" => array:1 [▶
    0 => "9458c94918275079-ORD"
  ]
  "accept-encoding" => array:1 [▶
    0 => "gzip, br"
  ]
  "priority" => array:1 [▶
    0 => "u=0, i"
  ]
  "sec-fetch-user" => array:1 [▶
    0 => "?1"
  ]
  "sec-fetch-mode" => array:1 [▶
    0 => "navigate"
  ]
  "cf-visitor" => array:1 [▶
    0 => "{"scheme":"https"}"
  ]
  "host" => array:1 [▶
    0 => "www.corspedia.com"
  ]
  "content-length" => array:1 [▶
    0 => ""
  ]
  "content-type" => array:1 [▶
    0 => ""
  ]
]

request_server

  0 of 0   
array:50 [▼
  "USER" => "www-data"
  "HOME" => "/var/www"
  "HTTP_CF_IPCOUNTRY" => "US"
  "HTTP_CF_CONNECTING_IP" => "3.148.117.22"
  "HTTP_CDN_LOOP" => "cloudflare; loops=1"
  "HTTP_X_FORWARDED_PROTO" => "https"
  "HTTP_X_FORWARDED_FOR" => "3.148.117.22"
  "HTTP_SEC_FETCH_SITE" => "none"
  "HTTP_ACCEPT" => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7"
  "HTTP_USER_AGENT" => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
  "HTTP_UPGRADE_INSECURE_REQUESTS" => "1"
  "HTTP_SEC_CH_UA_PLATFORM" => ""Windows""
  "HTTP_SEC_CH_UA_MOBILE" => "?0"
  "HTTP_SEC_CH_UA" => ""Chromium";v="130", "HeadlessChrome";v="130", "Not?A_Brand";v="99""
  "HTTP_CACHE_CONTROL" => "no-cache"
  "HTTP_PRAGMA" => "no-cache"
  "HTTP_SEC_FETCH_DEST" => "document"
  "HTTP_CF_RAY" => "9458c94918275079-ORD"
  "HTTP_ACCEPT_ENCODING" => "gzip, br"
  "HTTP_PRIORITY" => "u=0, i"
  "HTTP_SEC_FETCH_USER" => "?1"
  "HTTP_SEC_FETCH_MODE" => "navigate"
  "HTTP_CF_VISITOR" => "{"scheme":"https"}"
  "HTTP_HOST" => "www.corspedia.com"
  "REDIRECT_STATUS" => "200"
  "SERVER_NAME" => "corspedia.com"
  "SERVER_PORT" => "443"
  "SERVER_ADDR" => "141.95.147.152"
  "REMOTE_USER" => ""
  "REMOTE_PORT" => "16986"
  "REMOTE_ADDR" => "108.162.216.236"
  "SERVER_SOFTWARE" => "nginx/1.18.0"
  "GATEWAY_INTERFACE" => "CGI/1.1"
  "HTTPS" => "on"
  "REQUEST_SCHEME" => "https"
  "SERVER_PROTOCOL" => "HTTP/2.0"
  "DOCUMENT_ROOT" => "/var/www/corspedia/public"
  "DOCUMENT_URI" => "/index.php"
  "REQUEST_URI" => "/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/nlp-certification-training-with-python"
  "SCRIPT_NAME" => "/index.php"
  "CONTENT_LENGTH" => ""
  "CONTENT_TYPE" => ""
  "REQUEST_METHOD" => "GET"
  "QUERY_STRING" => ""
  "SCRIPT_FILENAME" => "/var/www/corspedia/public/index.php"
  "PATH_INFO" => ""
  "FCGI_ROLE" => "RESPONDER"
  "PHP_SELF" => "/index.php"
  "REQUEST_TIME_FLOAT" => 1748215466.6772
  "REQUEST_TIME" => 1748215466
]

request_cookies

[]

response_headers

  0 of 0   
array:5 [▼
  "content-type" => array:1 [▶
    0 => "text/html; charset=UTF-8"
  ]
  "cache-control" => array:1 [▶
    0 => "no-cache, private"
  ]
  "date" => array:1 [▶
    0 => "Sun, 25 May 2025 23:24:26 GMT"
  ]
  "set-cookie" => array:2 [▶
    0 => "XSRF-TOKEN=eyJpdiI6IjREYWkwMlpROGJRTWpObCtacC95RGc9PSIsInZhbHVlIjoidWs2a0VrRW9ySFlxTXVEMlRkRk5qU2pFbzNuUXZCa1JUZkkzVHNLQTdiY3dUU0VDYWlPdWlKVWdzT1pkdFFHQXQxUU04Wm1TbGd1ZERWcnA4MUs4dEVSeTd4cFgrY1IybEZBdTFFcUNRSncxQ1JkR1pyNUY0LzJyaTliOXlBc2kiLCJtYWMiOiI1Y2IxMjY1YzFjMmM2MzRmM2VjMmQ5ZWU1MWM3ZDI5YTRlM2RhYWM3ZDIyYjFjMDM5ZTAxYTk3ZDFjNTI4NjZhIiwidGFnIjoiIn0%3D; expires=Mon, 26 May 2025 01:24:26 GMT; Max-Age=7200; path=/; samesite=lax ◀XSRF-TOKEN=eyJpdiI6IjREYWkwMlpROGJRTWpObCtacC95RGc9PSIsInZhbHVlIjoidWs2a0VrRW9ySFlxTXVEMlRkRk5qU2pFbzNuUXZCa1JUZkkzVHNLQTdiY3dUU0VDYWlPdWlKVWdzT1pkdFFHQXQxUU04W ▶"
    1 => "laravel_session=eyJpdiI6ImJReHJ1VGFmUjljdzBJWU9leG14b1E9PSIsInZhbHVlIjoiSGFwd05lamFFeWZacExnYXF3L3ZsT1ZmblVkVHN4SDY1amhzcTJaN0M5VE1UTnFYa3NRVGQwRUhXUUNLVTdhRUJBTUxQcUE5cFJ3RWsweDVxUVBoY3lYbUYxZGsvVEU2dVY4TkQxbWJFMjJ3aG1jeG80UzdjbE1VeWFtS1hPdmYiLCJtYWMiOiJkNDBhYTAwNWU3NTI1ODM0MWM1YTMyNzM0MDAyYzE2ZDE3YWQxYmU4Y2FiM2NkNTMyYmVlMWVkZTdmOTRmNDc2IiwidGFnIjoiIn0%3D; expires=Mon, 26 May 2025 01:24:26 GMT; Max-Age=7200; path=/; httponly; samesite=lax ◀laravel_session=eyJpdiI6ImJReHJ1VGFmUjljdzBJWU9leG14b1E9PSIsInZhbHVlIjoiSGFwd05lamFFeWZacExnYXF3L3ZsT1ZmblVkVHN4SDY1amhzcTJaN0M5VE1UTnFYa3NRVGQwRUhXUUNLVTdhRUJB ▶"
  ]
  "Set-Cookie" => array:2 [▶
    0 => "XSRF-TOKEN=eyJpdiI6IjREYWkwMlpROGJRTWpObCtacC95RGc9PSIsInZhbHVlIjoidWs2a0VrRW9ySFlxTXVEMlRkRk5qU2pFbzNuUXZCa1JUZkkzVHNLQTdiY3dUU0VDYWlPdWlKVWdzT1pkdFFHQXQxUU04Wm1TbGd1ZERWcnA4MUs4dEVSeTd4cFgrY1IybEZBdTFFcUNRSncxQ1JkR1pyNUY0LzJyaTliOXlBc2kiLCJtYWMiOiI1Y2IxMjY1YzFjMmM2MzRmM2VjMmQ5ZWU1MWM3ZDI5YTRlM2RhYWM3ZDIyYjFjMDM5ZTAxYTk3ZDFjNTI4NjZhIiwidGFnIjoiIn0%3D; expires=Mon, 26-May-2025 01:24:26 GMT; path=/ ◀XSRF-TOKEN=eyJpdiI6IjREYWkwMlpROGJRTWpObCtacC95RGc9PSIsInZhbHVlIjoidWs2a0VrRW9ySFlxTXVEMlRkRk5qU2pFbzNuUXZCa1JUZkkzVHNLQTdiY3dUU0VDYWlPdWlKVWdzT1pkdFFHQXQxUU04W ▶"
    1 => "laravel_session=eyJpdiI6ImJReHJ1VGFmUjljdzBJWU9leG14b1E9PSIsInZhbHVlIjoiSGFwd05lamFFeWZacExnYXF3L3ZsT1ZmblVkVHN4SDY1amhzcTJaN0M5VE1UTnFYa3NRVGQwRUhXUUNLVTdhRUJBTUxQcUE5cFJ3RWsweDVxUVBoY3lYbUYxZGsvVEU2dVY4TkQxbWJFMjJ3aG1jeG80UzdjbE1VeWFtS1hPdmYiLCJtYWMiOiJkNDBhYTAwNWU3NTI1ODM0MWM1YTMyNzM0MDAyYzE2ZDE3YWQxYmU4Y2FiM2NkNTMyYmVlMWVkZTdmOTRmNDc2IiwidGFnIjoiIn0%3D; expires=Mon, 26-May-2025 01:24:26 GMT; path=/; httponly ◀laravel_session=eyJpdiI6ImJReHJ1VGFmUjljdzBJWU9leG14b1E9PSIsInZhbHVlIjoiSGFwd05lamFFeWZacExnYXF3L3ZsT1ZmblVkVHN4SDY1amhzcTJaN0M5VE1UTnFYa3NRVGQwRUhXUUNLVTdhRUJB ▶"
  ]
]

session_attributes

  0 of 0   
array:5 [▼
  "_token" => "pgeH4UJRQ1jQoq5W2Tdwys3HEwiFcP70UREtY6q9"
  "locale" => "ar"
  "_previous" => array:1 [▶
    "url" => "https://www.corspedia.com/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/nlp-certification-training-with-python"
  ]
  "_flash" => array:2 [▶
    "old" => []
    "new" => []
  ]
  "PHPDEBUGBAR_STACK_DATA" => []
]

1 x Booting (59.4%)	125.22ms
1 x Application (40.35%)	85.07ms