Data Science and AI Quest

This technical blog is my own collection of notes , articles , implementations and interpretation of referred topics in coding, programming, data analytics , data science , data warehousing , Cloud Applications and Artificial Intelligence . Feel free to explore my blog and articles for reference and downloads . Do subscribe , like , share and comment ---- Vivek Dash

Showing posts with label svm. Show all posts
Showing posts with label svm. Show all posts

Sunday, July 18, 2021

Twitter Sentiment Analysis Conceptual Infographic Notes | Getting Started with Sentiment Analysis based NLP Project with its main objectives , considerations , challenges , Approach and Steps

 


at July 18, 2021 No comments:
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Labels: challenges, considerations, data analytics, Data Modelling, definition, logistic regression, machine learning, naive bayes, natural language processing, notes, pipelining, svm, tf-idf, twitter sentimental analysis

Saturday, May 8, 2021

Infographic Notes on most commonly used Machine Learning Algorithms - Revision Short Notes on each topic , working principle , goals , application areas

 


* supervised

* unsupervised

* linear regression

* logistic regression

*decision tree

* knn

* k-means

* naive bayes

* svm - support vector machines

at May 08, 2021 No comments:
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Labels: ai, application, data analytics, data engineering, data science, decision tree, k-means, knn, linear regression, logistic regression, machine learning, naive bayes, notes, revision, supervised, svm, unsupervised
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One Hot Encoding and Dummy Variables Generation upon a dataframe | Scenario - Perform One-Hot Encoding upon Un-Ordered Data in a sample dataframe and generate One-hot encoded feature variables | Conceptual Infographic Note

 

  • Data Pre-processing in Machine Learning - All the constituent steps which are part of a Machine Learning Project ( infographic notes )
     
  • One Hot Encoding and Dummy Variables Generation upon a dataframe | Scenario - Perform One-Hot Encoding upon Un-Ordered Data in a sample dataframe and generate One-hot encoded feature variables | Conceptual Infographic Note
     
  • Twitter Sentiment Analysis Conceptual Infographic Notes | Getting Started with Sentiment Analysis based NLP Project with its main objectives , considerations , challenges , Approach and Steps
     

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