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"Learn Python For Data Science W/ Search & Recommender Algos!" -Ref.: Udemy.com
Reference:
https://www.udemy.com/learn-python-for-data-science-w-search-recommender-algos/
" * Practice hands-on text mining with no prior coding skills! Learn basic keyword extraction, search, and recommendation. * What Will I Learn? * Write functional Python scripts. * Perform mining of keywords from text documents. * Create a simple recommender algorithm. * Curriculum For This Course * Collapse All 31 Lectures * Kickstart Your Python! * Why Python For Data Science? * The Dataset For This Course * Open The Text File * The Python List * What's Emacs? * Your First Python Script * Your First Python Script * Programming Basics * Overview Of Programming Basics * Practice The Loop * Basic String Functions * Conditional Statements * Conditional Statements * Term Frequency Analysis * Overview Of Term Frequency Analysis * The Python Dictionary * Bag Of Words * Bag Of Words * Term Frequency Analysis * Term Frequency Analysis * Python User Defined Functions and Style * Basic Keyword Extraction * What Defines A Keyword? * Term Importance Algorithm * Term Importance Algorithm * Sorting A Dictionary By Values * Keyword Algorithm * Keyword Algorithm * Basic Search Algorithm * Search In A Nutshell * Inverted Index * Inverted Index * User Input Prompt * Search Results Ranking Algorithm * Search Results Ranking Algorithm * Simple Search Engine * Simple Search Engine * Basic Recommendation Algorithm * Recommendation In A Nutshell * Unit Vector Normalization * Unit Vector Normalization * Unit Vector Formation * Unit Vector Formation * Dot Product * Dot Product * Simple Recommender System * Simple Recommendation System * Course Wrap Up * Final Exam * Final Exam * Bonus Lecture: Improving Relevance With Predictive Modeling " - Ref.: Udemy.com
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"Learn Python For Data Science W/ Search & Recommender Algos!" -Ref.: Udemy.com