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 modelling. Show all posts

Showing posts with label modelling. Show all posts

Tuesday, July 20, 2021

Stemming Concept for text pre-processing in Natural Language Processing Conceptual Infographic Notes | Stemming Concept with example and explanatory notes

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Labels: concept, data analytics, data science, infographic, machine learning, modelling, natural language processing, NLP, nltk, normalisation, note, porter, portstemmer, stem, Stemming

Monday, July 5, 2021

An Infographic Note on Time Series Analytics and its Modelling with some related conceptual questions and answers - part 02

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Labels: ai, algorithms, artificial intelligence, CART, correlation, covariance, data analytics, data science, forecasting, machine learning, modelling, notes, seasonality, summary, time series, trend, types

An Infographic Note on Time Series Analytics and its Modelling with some related conceptual questions and answers - part 01

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Labels: ai, algorithms, artificial intelligence, computer science, data analytics, data exploration, data science, forecasting, machine learning, modelling, notes, summary, time series, types

Thursday, June 10, 2021

Infographic Short Note on Data Modelling and what does it consist of

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Labels: ai, algorithms, artificial intelligence, coding, computer science, data engineering, important, machine learning, modelling, notes, optimisation, questions, revision

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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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