-
Bag of Words - Intro to Machine Learning
This video is part of an online course, Intro to Machine Learning. Check out the course here: https://www.udacity.com/course/ud120. This course was designed as part of a program to help you and others become a Data Analyst.
You can check out the full details of the program here: https://www.udacity.com/course/nd002.
published: 23 Feb 2015
-
Natural Language Processing|Bag Of Words Intuition
Here is the detailed discussion of Bag of words document matrix. We will also be covering how we can can implement with the help of python and nltk.
NLP playlist: https://www.youtube.com/playlist?list=PLZoTAELRMXVMdJ5sqbCK2LiM0HhQVWNzm
If you want to Give donation to support my channel, below is the Gpay id
GPay: krishnaik06@okicici
Connect with me here:
Twitter: https://twitter.com/Krishnaik06
Facebook: https://www.facebook.com/krishnaik06
instagram: https://www.instagram.com/krishnaik06
published: 02 May 2020
-
Getting started with Natural Language Processing: Bag of words
In this episode of AI Adventures, Yufeng introduces how to use Keras to implement 'bag of words', to get you started on your natural language processing journey!
Word embedding tutorial: https://goo.gle/2LBhzFq
Full session from Next 2019 → https://goo.gle/2S2qAuU
Expanded blog post about bag of words → https://goo.gle/2Q81Zmb
Check out the rest of the Cloud AI Adventures playlist: https://goo.gl/UC5usG
Subscribe to get all the episodes as they come out: https://goo.gl/S0AS51
Product: TensorFlow, Keras; fullname: Yufeng Guo;
#AIAdventures
published: 17 Dec 2019
-
Bag of Words
Analyzing and quantifying unstructured data, such as text, is the core of natural language processing. In this short video, director of data science, Max Margenot explains how to preprocess a text document using tokenization and stemming to create a bag of words for use in whatever sort of model you want, including sentiment models.
To learn more about Quantopian, visit http://www.quantopian.com.
Disclaimer
Quantopian provides this presentation to help people write trading algorithms - it is not intended to provide investment advice.
More specifically, the material is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investme...
published: 17 Jan 2019
-
Bag of Words : Natural Language Processing
The easiest model in NLP!
My Patreon : https://www.patreon.com/user?u=49277905
published: 05 Apr 2021
-
Text Representation Using Bag Of Words (BOW): NLP Tutorial For Beginners - S2 E3
Bag of words (a.k.a. BOW) is a technique used for text representation in natural language processing. In this NLP tutorial, we will go over how a bag of words works and also write some code for email classification that uses a bag of words and the Naive Bayes classifier in machine learning.
Code: https://github.com/codebasics/nlp-tutorials/blob/main/9_bag_of_words/bag_of_words_tutorial.ipynb
Exercise: https://github.com/codebasics/nlp-tutorials/blob/main/9_bag_of_words/bag_of_words_exercise_questions.ipynb
⭐️ Timestamps ⭐️
00:00 Theory
08:00 Coding
Complete NLP Playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
🔖Hashtags🔖
#nlp #nlptutorial #nlppython #nlpbagofwords #bagofwords #bagofwordsexample #bagofwordsusingnlp #bagofwordsnlp
Do you want to learn ...
published: 25 Jul 2022
-
Text Representation | NLP Lecture 4 | Bag of Words | Tf-Idf | N-grams, Bi-grams and Uni-grams
In natural language processing, text representation plays a vital role in capturing the meaning and structure of textual data. This video explores three fundamental text representation techniques: Bag of Words, Tf-Idf (Term Frequency-Inverse Document Frequency), and N-grams (Uni-grams and Bi-grams). Each method has its unique approach to encoding and extracting information from text, making it essential for data scientists and NLP enthusiasts to grasp these concepts.
Assignment - https://colab.research.google.com/drive/1T9HAtxKs9LS7xXHb0OmFNWbDOf1an6RG?usp=sharing
============================
Do you want to learn from me?
Check my affordable mentorship program at : https://learnwith.campusx.in
============================
📱 Grow with us:
CampusX' LinkedIn: https://www.linkedin.com/compa...
published: 16 Dec 2021
-
Bag of Words (BOW) | Feature Extraction | NLP | Python
⭐️ Content Description ⭐️
In this video, I have explained about bag of words in NLP. A bag-of-words is a representation of text that describes the occurrence of words within a document. It involves two things: A vocabulary of known words. A measure of the presence of known words.
Text-based Tutorial: https://www.hackersrealm.net/post/bag-of-words-python
GitHub Code Repo: https://bit.ly/datascienceconcepts
🌐 Website: https://www.hackersrealm.net
🔔 Subscribe: http://bit.ly/hackersrealm
🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult
📷 Instagram: https://www.instagram.com/aswintechguy
🔣 Linkedin: https://www.linkedin.com/in/aswintechguy
🎯 GitHub: https://github.com/aswintechguy
🎬 Share: https://youtu.be/dSce20oYIPY
⚡️ Data Structures & Algorithms tutorial play...
published: 18 Jul 2022
-
Hands-on Scikit-learn for Machine Learning: Bag-of-Words Model and Sentiment Analysis|packtpub.com
This video tutorial has been taken from Hands-on Scikit-learn for Machine Learning. You can learn more and buy the full video course here [http://bit.ly/2Nvrwa6]
Find us on Facebook -- http://www.facebook.com/Packtvideo
Follow us on Twitter - http://www.twitter.com/packtvideo
published: 21 Sep 2018
1:35
Bag of Words - Intro to Machine Learning
This video is part of an online course, Intro to Machine Learning. Check out the course here: https://www.udacity.com/course/ud120. This course was designed as ...
This video is part of an online course, Intro to Machine Learning. Check out the course here: https://www.udacity.com/course/ud120. This course was designed as part of a program to help you and others become a Data Analyst.
You can check out the full details of the program here: https://www.udacity.com/course/nd002.
https://wn.com/Bag_Of_Words_Intro_To_Machine_Learning
This video is part of an online course, Intro to Machine Learning. Check out the course here: https://www.udacity.com/course/ud120. This course was designed as part of a program to help you and others become a Data Analyst.
You can check out the full details of the program here: https://www.udacity.com/course/nd002.
- published: 23 Feb 2015
- views: 87291
9:22
Natural Language Processing|Bag Of Words Intuition
Here is the detailed discussion of Bag of words document matrix. We will also be covering how we can can implement with the help of python and nltk.
NLP playlis...
Here is the detailed discussion of Bag of words document matrix. We will also be covering how we can can implement with the help of python and nltk.
NLP playlist: https://www.youtube.com/playlist?list=PLZoTAELRMXVMdJ5sqbCK2LiM0HhQVWNzm
If you want to Give donation to support my channel, below is the Gpay id
GPay: krishnaik06@okicici
Connect with me here:
Twitter: https://twitter.com/Krishnaik06
Facebook: https://www.facebook.com/krishnaik06
instagram: https://www.instagram.com/krishnaik06
https://wn.com/Natural_Language_Processing|Bag_Of_Words_Intuition
Here is the detailed discussion of Bag of words document matrix. We will also be covering how we can can implement with the help of python and nltk.
NLP playlist: https://www.youtube.com/playlist?list=PLZoTAELRMXVMdJ5sqbCK2LiM0HhQVWNzm
If you want to Give donation to support my channel, below is the Gpay id
GPay: krishnaik06@okicici
Connect with me here:
Twitter: https://twitter.com/Krishnaik06
Facebook: https://www.facebook.com/krishnaik06
instagram: https://www.instagram.com/krishnaik06
- published: 02 May 2020
- views: 179995
6:27
Getting started with Natural Language Processing: Bag of words
In this episode of AI Adventures, Yufeng introduces how to use Keras to implement 'bag of words', to get you started on your natural language processing journey...
In this episode of AI Adventures, Yufeng introduces how to use Keras to implement 'bag of words', to get you started on your natural language processing journey!
Word embedding tutorial: https://goo.gle/2LBhzFq
Full session from Next 2019 → https://goo.gle/2S2qAuU
Expanded blog post about bag of words → https://goo.gle/2Q81Zmb
Check out the rest of the Cloud AI Adventures playlist: https://goo.gl/UC5usG
Subscribe to get all the episodes as they come out: https://goo.gl/S0AS51
Product: TensorFlow, Keras; fullname: Yufeng Guo;
#AIAdventures
https://wn.com/Getting_Started_With_Natural_Language_Processing_Bag_Of_Words
In this episode of AI Adventures, Yufeng introduces how to use Keras to implement 'bag of words', to get you started on your natural language processing journey!
Word embedding tutorial: https://goo.gle/2LBhzFq
Full session from Next 2019 → https://goo.gle/2S2qAuU
Expanded blog post about bag of words → https://goo.gle/2Q81Zmb
Check out the rest of the Cloud AI Adventures playlist: https://goo.gl/UC5usG
Subscribe to get all the episodes as they come out: https://goo.gl/S0AS51
Product: TensorFlow, Keras; fullname: Yufeng Guo;
#AIAdventures
- published: 17 Dec 2019
- views: 39530
3:35
Bag of Words
Analyzing and quantifying unstructured data, such as text, is the core of natural language processing. In this short video, director of data science, Max Margen...
Analyzing and quantifying unstructured data, such as text, is the core of natural language processing. In this short video, director of data science, Max Margenot explains how to preprocess a text document using tokenization and stemming to create a bag of words for use in whatever sort of model you want, including sentiment models.
To learn more about Quantopian, visit http://www.quantopian.com.
Disclaimer
Quantopian provides this presentation to help people write trading algorithms - it is not intended to provide investment advice.
More specifically, the material is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory or other services by Quantopian.
In addition, the content neither constitutes investment advice nor offers any opinion with respect to the suitability of any security or any specific investment. Quantopian makes no guarantees as to accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.
https://wn.com/Bag_Of_Words
Analyzing and quantifying unstructured data, such as text, is the core of natural language processing. In this short video, director of data science, Max Margenot explains how to preprocess a text document using tokenization and stemming to create a bag of words for use in whatever sort of model you want, including sentiment models.
To learn more about Quantopian, visit http://www.quantopian.com.
Disclaimer
Quantopian provides this presentation to help people write trading algorithms - it is not intended to provide investment advice.
More specifically, the material is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory or other services by Quantopian.
In addition, the content neither constitutes investment advice nor offers any opinion with respect to the suitability of any security or any specific investment. Quantopian makes no guarantees as to accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.
- published: 17 Jan 2019
- views: 35142
8:00
Bag of Words : Natural Language Processing
The easiest model in NLP!
My Patreon : https://www.patreon.com/user?u=49277905
The easiest model in NLP!
My Patreon : https://www.patreon.com/user?u=49277905
https://wn.com/Bag_Of_Words_Natural_Language_Processing
The easiest model in NLP!
My Patreon : https://www.patreon.com/user?u=49277905
- published: 05 Apr 2021
- views: 21166
33:58
Text Representation Using Bag Of Words (BOW): NLP Tutorial For Beginners - S2 E3
Bag of words (a.k.a. BOW) is a technique used for text representation in natural language processing. In this NLP tutorial, we will go over how a bag of words w...
Bag of words (a.k.a. BOW) is a technique used for text representation in natural language processing. In this NLP tutorial, we will go over how a bag of words works and also write some code for email classification that uses a bag of words and the Naive Bayes classifier in machine learning.
Code: https://github.com/codebasics/nlp-tutorials/blob/main/9_bag_of_words/bag_of_words_tutorial.ipynb
Exercise: https://github.com/codebasics/nlp-tutorials/blob/main/9_bag_of_words/bag_of_words_exercise_questions.ipynb
⭐️ Timestamps ⭐️
00:00 Theory
08:00 Coding
Complete NLP Playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
🔖Hashtags🔖
#nlp #nlptutorial #nlppython #nlpbagofwords #bagofwords #bagofwordsexample #bagofwordsusingnlp #bagofwordsnlp
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.
Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🔗 Discord: https://discord.gg/r42Kbuk
📸 Instagram: https://www.instagram.com/codebasicshub/
🔊 Facebook: https://www.facebook.com/codebasicshub
📱 Twitter: https://twitter.com/codebasicshub
📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/
🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true
https://wn.com/Text_Representation_Using_Bag_Of_Words_(Bow)_Nlp_Tutorial_For_Beginners_S2_E3
Bag of words (a.k.a. BOW) is a technique used for text representation in natural language processing. In this NLP tutorial, we will go over how a bag of words works and also write some code for email classification that uses a bag of words and the Naive Bayes classifier in machine learning.
Code: https://github.com/codebasics/nlp-tutorials/blob/main/9_bag_of_words/bag_of_words_tutorial.ipynb
Exercise: https://github.com/codebasics/nlp-tutorials/blob/main/9_bag_of_words/bag_of_words_exercise_questions.ipynb
⭐️ Timestamps ⭐️
00:00 Theory
08:00 Coding
Complete NLP Playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
🔖Hashtags🔖
#nlp #nlptutorial #nlppython #nlpbagofwords #bagofwords #bagofwordsexample #bagofwordsusingnlp #bagofwordsnlp
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.
Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🔗 Discord: https://discord.gg/r42Kbuk
📸 Instagram: https://www.instagram.com/codebasicshub/
🔊 Facebook: https://www.facebook.com/codebasicshub
📱 Twitter: https://twitter.com/codebasicshub
📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/
🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true
- published: 25 Jul 2022
- views: 35852
1:44:38
Text Representation | NLP Lecture 4 | Bag of Words | Tf-Idf | N-grams, Bi-grams and Uni-grams
In natural language processing, text representation plays a vital role in capturing the meaning and structure of textual data. This video explores three fundame...
In natural language processing, text representation plays a vital role in capturing the meaning and structure of textual data. This video explores three fundamental text representation techniques: Bag of Words, Tf-Idf (Term Frequency-Inverse Document Frequency), and N-grams (Uni-grams and Bi-grams). Each method has its unique approach to encoding and extracting information from text, making it essential for data scientists and NLP enthusiasts to grasp these concepts.
Assignment - https://colab.research.google.com/drive/1T9HAtxKs9LS7xXHb0OmFNWbDOf1an6RG?usp=sharing
============================
Do you want to learn from me?
Check my affordable mentorship program at : https://learnwith.campusx.in
============================
📱 Grow with us:
CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official
CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official
My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789
Discord: https://discord.gg/PsWu8R87Z8
E-mail us at support@campusx.in
✨ Hashtags✨
#TextRepresentation #BagOfWords #TfIdf #NGrams #NLP #DataScience #machinelearning
⌚Time Stamps⌚
00:00 - Intro
01:10 - Plan of Attack
02:56 - Introduction
03:25 - What is feature extraction from text?
04:49 - Why do we need feature extraction?
07:30 - Why is this difficult to do?
11:00 - What is the core idea behind this?
12:12 - What are the Techniques?
14:24 - Common Terms
18:00 - One Hot Encoding
33:25 - Bag of Words
57:45 - N-grams/Bi-grams/Tri-grams
01:13:45 - Benefits of N Grams
01:14:25 - Disadvantages N Grams
01:16:34 - Tf-Idf
01:38:46 - Custom Features
01:41:45 - Assignment
https://wn.com/Text_Representation_|_Nlp_Lecture_4_|_Bag_Of_Words_|_Tf_Idf_|_N_Grams,_Bi_Grams_And_Uni_Grams
In natural language processing, text representation plays a vital role in capturing the meaning and structure of textual data. This video explores three fundamental text representation techniques: Bag of Words, Tf-Idf (Term Frequency-Inverse Document Frequency), and N-grams (Uni-grams and Bi-grams). Each method has its unique approach to encoding and extracting information from text, making it essential for data scientists and NLP enthusiasts to grasp these concepts.
Assignment - https://colab.research.google.com/drive/1T9HAtxKs9LS7xXHb0OmFNWbDOf1an6RG?usp=sharing
============================
Do you want to learn from me?
Check my affordable mentorship program at : https://learnwith.campusx.in
============================
📱 Grow with us:
CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official
CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official
My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789
Discord: https://discord.gg/PsWu8R87Z8
E-mail us at support@campusx.in
✨ Hashtags✨
#TextRepresentation #BagOfWords #TfIdf #NGrams #NLP #DataScience #machinelearning
⌚Time Stamps⌚
00:00 - Intro
01:10 - Plan of Attack
02:56 - Introduction
03:25 - What is feature extraction from text?
04:49 - Why do we need feature extraction?
07:30 - Why is this difficult to do?
11:00 - What is the core idea behind this?
12:12 - What are the Techniques?
14:24 - Common Terms
18:00 - One Hot Encoding
33:25 - Bag of Words
57:45 - N-grams/Bi-grams/Tri-grams
01:13:45 - Benefits of N Grams
01:14:25 - Disadvantages N Grams
01:16:34 - Tf-Idf
01:38:46 - Custom Features
01:41:45 - Assignment
- published: 16 Dec 2021
- views: 60101
9:22
Bag of Words (BOW) | Feature Extraction | NLP | Python
⭐️ Content Description ⭐️
In this video, I have explained about bag of words in NLP. A bag-of-words is a representation of text that describes the occurrence of...
⭐️ Content Description ⭐️
In this video, I have explained about bag of words in NLP. A bag-of-words is a representation of text that describes the occurrence of words within a document. It involves two things: A vocabulary of known words. A measure of the presence of known words.
Text-based Tutorial: https://www.hackersrealm.net/post/bag-of-words-python
GitHub Code Repo: https://bit.ly/datascienceconcepts
🌐 Website: https://www.hackersrealm.net
🔔 Subscribe: http://bit.ly/hackersrealm
🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult
📷 Instagram: https://www.instagram.com/aswintechguy
🔣 Linkedin: https://www.linkedin.com/in/aswintechguy
🎯 GitHub: https://github.com/aswintechguy
🎬 Share: https://youtu.be/dSce20oYIPY
⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial
😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist
🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist
🐍 Python tutorial playlist: http://bit.ly/python3playlist
💻 Machine learning concepts playlist: http://bit.ly/mlconcepts
✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts
🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist
Make a small donation to support the channel 🙏🙏🙏:-
🆙 UPI ID: hackersrealm@apl
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#bagofwords #nlpconcepts #hackersrealm #bow #deeplearning #machinelearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #naturallanguageprocessing #ai #nlp #datascientist #neuralnetworks #ml #bot #chatcommerce #pythonprogramming #tensorflow #data #chatbots #dataanalytics
https://wn.com/Bag_Of_Words_(Bow)_|_Feature_Extraction_|_Nlp_|_Python
⭐️ Content Description ⭐️
In this video, I have explained about bag of words in NLP. A bag-of-words is a representation of text that describes the occurrence of words within a document. It involves two things: A vocabulary of known words. A measure of the presence of known words.
Text-based Tutorial: https://www.hackersrealm.net/post/bag-of-words-python
GitHub Code Repo: https://bit.ly/datascienceconcepts
🌐 Website: https://www.hackersrealm.net
🔔 Subscribe: http://bit.ly/hackersrealm
🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult
📷 Instagram: https://www.instagram.com/aswintechguy
🔣 Linkedin: https://www.linkedin.com/in/aswintechguy
🎯 GitHub: https://github.com/aswintechguy
🎬 Share: https://youtu.be/dSce20oYIPY
⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial
😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist
🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist
🐍 Python tutorial playlist: http://bit.ly/python3playlist
💻 Machine learning concepts playlist: http://bit.ly/mlconcepts
✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts
🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist
Make a small donation to support the channel 🙏🙏🙏:-
🆙 UPI ID: hackersrealm@apl
💲 PayPal: https://paypal.me/hackersrealm
#bagofwords #nlpconcepts #hackersrealm #bow #deeplearning #machinelearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #naturallanguageprocessing #ai #nlp #datascientist #neuralnetworks #ml #bot #chatcommerce #pythonprogramming #tensorflow #data #chatbots #dataanalytics
- published: 18 Jul 2022
- views: 4913
14:56
Hands-on Scikit-learn for Machine Learning: Bag-of-Words Model and Sentiment Analysis|packtpub.com
This video tutorial has been taken from Hands-on Scikit-learn for Machine Learning. You can learn more and buy the full video course here [http://bit.ly/2Nvrwa6...
This video tutorial has been taken from Hands-on Scikit-learn for Machine Learning. You can learn more and buy the full video course here [http://bit.ly/2Nvrwa6]
Find us on Facebook -- http://www.facebook.com/Packtvideo
Follow us on Twitter - http://www.twitter.com/packtvideo
https://wn.com/Hands_On_Scikit_Learn_For_Machine_Learning_Bag_Of_Words_Model_And_Sentiment_Analysis|Packtpub.Com
This video tutorial has been taken from Hands-on Scikit-learn for Machine Learning. You can learn more and buy the full video course here [http://bit.ly/2Nvrwa6]
Find us on Facebook -- http://www.facebook.com/Packtvideo
Follow us on Twitter - http://www.twitter.com/packtvideo
- published: 21 Sep 2018
- views: 35200