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

Thursday, May 20, 2021

Examples on Concept of Hyper-Parameters in Machine Learning - Concept Notes in Statistics and machine Learning

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Summary notes on Concept of Hyper-Parameters - Concept Notes in Statistics and machine Learning

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Cheat Sheet plus Important notes on Concept of Gradient Descent Algorithm and its representative equation and meaning - Concept Notes in Statistics and machine Learning

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Wednesday, May 19, 2021

Short Notes on Concept of Machine Learning Curves of an Algorithm and Interpretation - Concept Notes in Statistics and machine Learning

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Short Notes on Concept of Learning Curves vs Validation Curve of an Algorithm - Concept Notes in Statistics and machine Learning

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Short Notes on procedure to create a Learning Curve of an Algorithm - Concept Notes in Statistics and machine Learning

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Short Notes on Depiction of Learning Curves of an Algorithm - Concept Notes in Statistics and machine Learning

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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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