Understand the Concept of Dictionaray
ArticleVideo Book Objective Dictionary is another composite data type provided by python Understand the concept of a dictionary and the basic operations performed on …
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Understanding the Concept of List
ArticleVideo Book Objective The List is an integral part of python when we talk about data structure. Understand how to perform different operations over …
Introduction to Softmax for Neural Network
ArticleVideo Book Objective The activation function is one of the building blocks on Neural Network Understand how the Softmax activation works in a multiclass …
Introduction To Naive Bayes Algorithm
ArticleVideo Book Objective Naive Bayes is a fast, easy to understand, and highly scalable algorithm. Understand the working of Naive Bayes, its types, and …
Introduction to Bayes Theorem for Data Science
ArticleVideo Book Objective Bayes theorem gives the probability of an event based on the prior knowledge of conditions. Understand the basics of probability, conditional …
Introduction to AdaBoost Algorithm with Python Implementation
ArticleVideo Book Objective Learn how the adaptive boosting algorithm AdaBoost works. See the implementation of AdaBoostClassifer using python. Introduction In the last article, …
Gradient Boosting Machine for Data Scientists
ArticleVideo Book Objective Boosting is an ensemble learning technique where each model attempts to correct the errors of the previous model. Learn about the …
Parts of Speech Tag and Dependency Grammer
ArticleVideo Book Objective Parts of speech tagging and dependency parsing are widely used techniques in text processing. Understand parts of speech tags and grammars …
Tokenization and Text Normalization
ArticleVideo Book Objective Text data is a type of unstructured data used in natural language processing. Understand how to preprocess the text data before …
Introduction to Image Segmentation for Data Science
ArticleVideo Book Objective Computer vision is being widely used in the industry. You must have come across the applications where computer vision played a …
