SlideShare ist ein Scribd-Unternehmen logo
1 von 21
NLP For
Text Categorization/Classification
Domain-Natural Language Processing
Prepared By-Abhishek Oswal
Guide-Jayshree Ghorpade
Some Questions
What is NLP Detecting ->Patterns
Features Models
What is Cassification
What is Text Classification
Why Text Classification
Promblem Type
•Supervised
•You know about it
•Train data
•Fruits Analogy
•Unsupervised
•You don't know about it
•Untrain data
Supervised
•Regression and Classification
•Regression -> Real estate market predict
price ,
•Price Continious Output
•Classification ->Whether it sells for more or
less than asked price,discrete output
Process of Classification
•Data preprocessing
•Training and Test set
•Creation of model
•Algorithm
•Classify
Methods To Represent
•Document -term Matrix
•Bags of words
Methods To Classify
•Using Probability
•Naive Bayes
•Using Graphs
•Simple Vector Machine
•Tree
•Decision Tree
Naive Bayes
•Predictice Model
•Conditional Probability
Naive Bayes
•Independent Features
•Prior
•Likelihood
Naive Bayes
Naive Bayes
Another Method
Simple Vector Machine
SVM
lOptimal plane
SVM
•Using margin
•Marging is no man's land
SVM
•Optimal plane would be one with Biggest
margin
•Equation of hyperplane
Applications
•Email Classification
•Spam Filtering
•News Organization
•Classification of documents based on language
•Opining Mining
•Eg.
•Sakaal Classifieds
•Gmail Spam Mail Detection
Example
Comparision
Naive Bayes
Easy
Fast
Different Classes
SVM
Difficult
Slow (traning time)
Binary Output
Questions
• My Questions First
•Classify my presentation
•Class ->Good /Bad
Fei Yu ,Jiyao An and Hong Li,Mialiang Zhu and
Ouyang Yang,”Intelligence Text Categorization
Based on Bayes Algorithm”,Proceedings of
International Conference on Information
Acquisition.

Weitere ähnliche Inhalte

Was ist angesagt?

Natural language processing and transformer models
Natural language processing and transformer modelsNatural language processing and transformer models
Natural language processing and transformer modelsDing Li
 
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...Simplilearn
 
5.2 mining time series data
5.2 mining time series data5.2 mining time series data
5.2 mining time series dataKrish_ver2
 
Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With ...
Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With ...Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With ...
Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With ...Simplilearn
 
NAIVE BAYES CLASSIFIER
NAIVE BAYES CLASSIFIERNAIVE BAYES CLASSIFIER
NAIVE BAYES CLASSIFIERKnoldus Inc.
 
Introduction to text classification using naive bayes
Introduction to text classification using naive bayesIntroduction to text classification using naive bayes
Introduction to text classification using naive bayesDhwaj Raj
 
Deep Learning Models for Question Answering
Deep Learning Models for Question AnsweringDeep Learning Models for Question Answering
Deep Learning Models for Question AnsweringSujit Pal
 
Lecture: Question Answering
Lecture: Question AnsweringLecture: Question Answering
Lecture: Question AnsweringMarina Santini
 
Unsupervised learning clustering
Unsupervised learning clusteringUnsupervised learning clustering
Unsupervised learning clusteringArshad Farhad
 
Classification Based Machine Learning Algorithms
Classification Based Machine Learning AlgorithmsClassification Based Machine Learning Algorithms
Classification Based Machine Learning AlgorithmsMd. Main Uddin Rony
 
Scikit Learn intro
Scikit Learn introScikit Learn intro
Scikit Learn intro9xdot
 
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...Simplilearn
 
Dimensionality Reduction
Dimensionality ReductionDimensionality Reduction
Dimensionality Reductionmrizwan969
 
k Nearest Neighbor
k Nearest Neighbork Nearest Neighbor
k Nearest Neighborbutest
 
Lecture-12Evaluation Measures-ML.pptx
Lecture-12Evaluation Measures-ML.pptxLecture-12Evaluation Measures-ML.pptx
Lecture-12Evaluation Measures-ML.pptxGauravSonawane51
 

Was ist angesagt? (20)

Natural language processing and transformer models
Natural language processing and transformer modelsNatural language processing and transformer models
Natural language processing and transformer models
 
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
 
5.2 mining time series data
5.2 mining time series data5.2 mining time series data
5.2 mining time series data
 
Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With ...
Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With ...Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With ...
Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With ...
 
NAIVE BAYES CLASSIFIER
NAIVE BAYES CLASSIFIERNAIVE BAYES CLASSIFIER
NAIVE BAYES CLASSIFIER
 
Gradient descent method
Gradient descent methodGradient descent method
Gradient descent method
 
Introduction to text classification using naive bayes
Introduction to text classification using naive bayesIntroduction to text classification using naive bayes
Introduction to text classification using naive bayes
 
Graph coloring problem
Graph coloring problemGraph coloring problem
Graph coloring problem
 
Deep Learning Models for Question Answering
Deep Learning Models for Question AnsweringDeep Learning Models for Question Answering
Deep Learning Models for Question Answering
 
Lecture: Question Answering
Lecture: Question AnsweringLecture: Question Answering
Lecture: Question Answering
 
Unsupervised learning clustering
Unsupervised learning clusteringUnsupervised learning clustering
Unsupervised learning clustering
 
Classification Based Machine Learning Algorithms
Classification Based Machine Learning AlgorithmsClassification Based Machine Learning Algorithms
Classification Based Machine Learning Algorithms
 
Scikit Learn intro
Scikit Learn introScikit Learn intro
Scikit Learn intro
 
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
Supervised and Unsupervised Learning In Machine Learning | Machine Learning T...
 
Dimensionality Reduction
Dimensionality ReductionDimensionality Reduction
Dimensionality Reduction
 
Presentation on K-Means Clustering
Presentation on K-Means ClusteringPresentation on K-Means Clustering
Presentation on K-Means Clustering
 
k Nearest Neighbor
k Nearest Neighbork Nearest Neighbor
k Nearest Neighbor
 
K means Clustering Algorithm
K means Clustering AlgorithmK means Clustering Algorithm
K means Clustering Algorithm
 
Lecture-12Evaluation Measures-ML.pptx
Lecture-12Evaluation Measures-ML.pptxLecture-12Evaluation Measures-ML.pptx
Lecture-12Evaluation Measures-ML.pptx
 
Naive Bayes Presentation
Naive Bayes PresentationNaive Bayes Presentation
Naive Bayes Presentation
 

Andere mochten auch

Text classification in scikit-learn
Text classification in scikit-learnText classification in scikit-learn
Text classification in scikit-learnJimmy Lai
 
Intro to machine learning with scikit learn
Intro to machine learning with scikit learnIntro to machine learning with scikit learn
Intro to machine learning with scikit learnYoss Cohen
 
Data Science and Machine Learning Using Python and Scikit-learn
Data Science and Machine Learning Using Python and Scikit-learnData Science and Machine Learning Using Python and Scikit-learn
Data Science and Machine Learning Using Python and Scikit-learnAsim Jalis
 
Intro to scikit learn may 2017
Intro to scikit learn may 2017Intro to scikit learn may 2017
Intro to scikit learn may 2017Francesco Mosconi
 
Machine learning in production with scikit-learn
Machine learning in production with scikit-learnMachine learning in production with scikit-learn
Machine learning in production with scikit-learnJeff Klukas
 
Introduction to Machine Learning with Python and scikit-learn
Introduction to Machine Learning with Python and scikit-learnIntroduction to Machine Learning with Python and scikit-learn
Introduction to Machine Learning with Python and scikit-learnMatt Hagy
 
Scikit-learn: the state of the union 2016
Scikit-learn: the state of the union 2016Scikit-learn: the state of the union 2016
Scikit-learn: the state of the union 2016Gael Varoquaux
 
Machine Learning with scikit-learn
Machine Learning with scikit-learnMachine Learning with scikit-learn
Machine Learning with scikit-learnodsc
 
Machine learning with scikit-learn
Machine learning with scikit-learnMachine learning with scikit-learn
Machine learning with scikit-learnQingkai Kong
 
Numerical tour in the Python eco-system: Python, NumPy, scikit-learn
Numerical tour in the Python eco-system: Python, NumPy, scikit-learnNumerical tour in the Python eco-system: Python, NumPy, scikit-learn
Numerical tour in the Python eco-system: Python, NumPy, scikit-learnArnaud Joly
 
Authorship Attribution and Forensic Linguistics with Python/Scikit-Learn/Pand...
Authorship Attribution and Forensic Linguistics with Python/Scikit-Learn/Pand...Authorship Attribution and Forensic Linguistics with Python/Scikit-Learn/Pand...
Authorship Attribution and Forensic Linguistics with Python/Scikit-Learn/Pand...PyData
 
Intro to scikit-learn
Intro to scikit-learnIntro to scikit-learn
Intro to scikit-learnAWeber
 
Tree models with Scikit-Learn: Great models with little assumptions
Tree models with Scikit-Learn: Great models with little assumptionsTree models with Scikit-Learn: Great models with little assumptions
Tree models with Scikit-Learn: Great models with little assumptionsGilles Louppe
 
Exploring Machine Learning in Python with Scikit-Learn
Exploring Machine Learning in Python with Scikit-LearnExploring Machine Learning in Python with Scikit-Learn
Exploring Machine Learning in Python with Scikit-LearnKan Ouivirach, Ph.D.
 
Pyparis2017 / Scikit-learn - an incomplete yearly review, by Gael Varoquaux
Pyparis2017 / Scikit-learn - an incomplete yearly review, by Gael VaroquauxPyparis2017 / Scikit-learn - an incomplete yearly review, by Gael Varoquaux
Pyparis2017 / Scikit-learn - an incomplete yearly review, by Gael VaroquauxPôle Systematic Paris-Region
 
Think machine-learning-with-scikit-learn-chetan
Think machine-learning-with-scikit-learn-chetanThink machine-learning-with-scikit-learn-chetan
Think machine-learning-with-scikit-learn-chetanChetan Khatri
 
Realtime predictive analytics using RabbitMQ & scikit-learn
Realtime predictive analytics using RabbitMQ & scikit-learnRealtime predictive analytics using RabbitMQ & scikit-learn
Realtime predictive analytics using RabbitMQ & scikit-learnAWeber
 
Scikit-learn for easy machine learning: the vision, the tool, and the project
Scikit-learn for easy machine learning: the vision, the tool, and the projectScikit-learn for easy machine learning: the vision, the tool, and the project
Scikit-learn for easy machine learning: the vision, the tool, and the projectGael Varoquaux
 
Accelerating Random Forests in Scikit-Learn
Accelerating Random Forests in Scikit-LearnAccelerating Random Forests in Scikit-Learn
Accelerating Random Forests in Scikit-LearnGilles Louppe
 

Andere mochten auch (20)

Text classification in scikit-learn
Text classification in scikit-learnText classification in scikit-learn
Text classification in scikit-learn
 
Intro to machine learning with scikit learn
Intro to machine learning with scikit learnIntro to machine learning with scikit learn
Intro to machine learning with scikit learn
 
Data Science and Machine Learning Using Python and Scikit-learn
Data Science and Machine Learning Using Python and Scikit-learnData Science and Machine Learning Using Python and Scikit-learn
Data Science and Machine Learning Using Python and Scikit-learn
 
Intro to scikit learn may 2017
Intro to scikit learn may 2017Intro to scikit learn may 2017
Intro to scikit learn may 2017
 
Machine learning in production with scikit-learn
Machine learning in production with scikit-learnMachine learning in production with scikit-learn
Machine learning in production with scikit-learn
 
Introduction to Machine Learning with Python and scikit-learn
Introduction to Machine Learning with Python and scikit-learnIntroduction to Machine Learning with Python and scikit-learn
Introduction to Machine Learning with Python and scikit-learn
 
Scikit-learn: the state of the union 2016
Scikit-learn: the state of the union 2016Scikit-learn: the state of the union 2016
Scikit-learn: the state of the union 2016
 
Machine Learning with scikit-learn
Machine Learning with scikit-learnMachine Learning with scikit-learn
Machine Learning with scikit-learn
 
Machine learning with scikit-learn
Machine learning with scikit-learnMachine learning with scikit-learn
Machine learning with scikit-learn
 
Clustering: A Scikit Learn Tutorial
Clustering: A Scikit Learn TutorialClustering: A Scikit Learn Tutorial
Clustering: A Scikit Learn Tutorial
 
Numerical tour in the Python eco-system: Python, NumPy, scikit-learn
Numerical tour in the Python eco-system: Python, NumPy, scikit-learnNumerical tour in the Python eco-system: Python, NumPy, scikit-learn
Numerical tour in the Python eco-system: Python, NumPy, scikit-learn
 
Authorship Attribution and Forensic Linguistics with Python/Scikit-Learn/Pand...
Authorship Attribution and Forensic Linguistics with Python/Scikit-Learn/Pand...Authorship Attribution and Forensic Linguistics with Python/Scikit-Learn/Pand...
Authorship Attribution and Forensic Linguistics with Python/Scikit-Learn/Pand...
 
Intro to scikit-learn
Intro to scikit-learnIntro to scikit-learn
Intro to scikit-learn
 
Tree models with Scikit-Learn: Great models with little assumptions
Tree models with Scikit-Learn: Great models with little assumptionsTree models with Scikit-Learn: Great models with little assumptions
Tree models with Scikit-Learn: Great models with little assumptions
 
Exploring Machine Learning in Python with Scikit-Learn
Exploring Machine Learning in Python with Scikit-LearnExploring Machine Learning in Python with Scikit-Learn
Exploring Machine Learning in Python with Scikit-Learn
 
Pyparis2017 / Scikit-learn - an incomplete yearly review, by Gael Varoquaux
Pyparis2017 / Scikit-learn - an incomplete yearly review, by Gael VaroquauxPyparis2017 / Scikit-learn - an incomplete yearly review, by Gael Varoquaux
Pyparis2017 / Scikit-learn - an incomplete yearly review, by Gael Varoquaux
 
Think machine-learning-with-scikit-learn-chetan
Think machine-learning-with-scikit-learn-chetanThink machine-learning-with-scikit-learn-chetan
Think machine-learning-with-scikit-learn-chetan
 
Realtime predictive analytics using RabbitMQ & scikit-learn
Realtime predictive analytics using RabbitMQ & scikit-learnRealtime predictive analytics using RabbitMQ & scikit-learn
Realtime predictive analytics using RabbitMQ & scikit-learn
 
Scikit-learn for easy machine learning: the vision, the tool, and the project
Scikit-learn for easy machine learning: the vision, the tool, and the projectScikit-learn for easy machine learning: the vision, the tool, and the project
Scikit-learn for easy machine learning: the vision, the tool, and the project
 
Accelerating Random Forests in Scikit-Learn
Accelerating Random Forests in Scikit-LearnAccelerating Random Forests in Scikit-Learn
Accelerating Random Forests in Scikit-Learn
 

Kürzlich hochgeladen

Transport layer issues and challenges - Guide
Transport layer issues and challenges - GuideTransport layer issues and challenges - Guide
Transport layer issues and challenges - GuideGOPINATHS437943
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catcherssdickerson1
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
Electronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfElectronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfme23b1001
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfROCENODodongVILLACER
 
Indian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptIndian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptMadan Karki
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
Concrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxConcrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxKartikeyaDwivedi3
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
Work Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvWork Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvLewisJB
 
Vishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsVishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsSachinPawar510423
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEroselinkalist12
 
8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitterShivangiSharma879191
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionMebane Rash
 
An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...Chandu841456
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgUnit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgsaravananr517913
 

Kürzlich hochgeladen (20)

Transport layer issues and challenges - Guide
Transport layer issues and challenges - GuideTransport layer issues and challenges - Guide
Transport layer issues and challenges - Guide
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
Electronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfElectronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdf
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdf
 
Indian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptIndian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.ppt
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
Concrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxConcrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptx
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
Work Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvWork Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvv
 
Vishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsVishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documents
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
 
8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of Action
 
An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgUnit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
 

Text Classification/Categorization