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

Tuesday, February 9, 2021

Axioms of Probability for any event in a sample space of events

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Labels: algebra, big data, computer science, data, data analytics, data exploration, data science, machine learning, mathematics, poster, probability, statistics

Classical Approach and Frequency Approach to the Concept of Probability

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Description of Concept of Probability with relation to Chance of occurring and experiments

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Labels: coding, computer science, data, data analytics, data exploration, machine learning, mathematics, pattern, probability, programming, statistics, technology

Description of Events within a Sample Space with relation to Operations such as Union , Intersection , Complement , Subtraction

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Labels: coding, computer science, data, data analytics, data science, machine learning, mathematics, poster, probability, procedure, programming, statistics, theorem

Concept of Mutually Exclusive Events within a Sample Space

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Labels: coding, computer science, data, data analytics, data exploration, data science, hadoop, machine learning, mathematics, poster, probability, procedure, programming, statistics

Representation of Events of a Sample Space in a two-dimensional plane

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Concept of Events in a Sample Space

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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
Example on Permutation and Combination of numbers

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