Data-Science-Learning

Repository for all the assets related to Data Science course

Name		Name	Last commit message	Last commit date
Latest commit History 180 Commits
A complete guide to the Probability Distribution		A complete guide to the Probability Distribution
Advance pandas		Advance pandas
Building Block of Semantic Processing Interpret the meaning of the text		Building Block of Semantic Processing Interpret the meaning of the text
Cleaning Data		Cleaning Data
Confound between Covariance and Correlation Me too		Confound between Covariance and Correlation Me too
Decoding Language Structure Exploring Constituency Parsing and Dependency Parsing in NLP		Decoding Language Structure Exploring Constituency Parsing and Dependency Parsing in NLP
Decoding the Magic of Probabilistic Graphical Models A Comprehensive Guide to Understanding and Applying PGMs in Data Science		Decoding the Magic of Probabilistic Graphical Models A Comprehensive Guide to Understanding and Applying PGMs in Data Science
Demystifying NLP Exploring Lexical, Syntactic, and Semantic Processing for Powerful Natural Language Understanding		Demystifying NLP Exploring Lexical, Syntactic, and Semantic Processing for Powerful Natural Language Understanding
Demystifying Part-of-Speech (POS) Tagging Techniques for Accurate Language Analysis		Demystifying Part-of-Speech (POS) Tagging Techniques for Accurate Language Analysis
Distributional Semantics Techniques to represent words as vectors		Distributional Semantics Techniques to represent words as vectors
Diving Deep into Topic Modeling Understanding and Applying NLP's Powerful Tool		Diving Deep into Topic Modeling Understanding and Applying NLP's Powerful Tool
Explained interpretation of ROC Curve with an help of example		Explained interpretation of ROC Curve with an help of example
Explaining ML model results using Cumulative gains and lift instead of ROC curve are much more intuitive		Explaining ML model results using Cumulative gains and lift instead of ROC curve are much more intuitive
From LSA to Skip-gram Unraveling Word Embeddings for Sentiment Analysis in Social Media		From LSA to Skip-gram Unraveling Word Embeddings for Sentiment Analysis in Social Media
How to build accurate Time Series Forecasting models		How to build accurate Time Series Forecasting models
Importing Data		Importing Data
In-depth understanding of Neural Networks and its working		In-depth understanding of Neural Networks and its working
Mastering Named Entity Recognition Unveiling Techniques for Accurate Entity Extraction in NLP		Mastering Named Entity Recognition Unveiling Techniques for Accurate Entity Extraction in NLP
Naive Bayes Algorithm Detailed Explanation		Naive Bayes Algorithm Detailed Explanation
PMF, PDF and CDF and its implementation in Python		PMF, PDF and CDF and its implementation in Python
Python A versatile programming language supporting use cases from Web dev to ML		Python A versatile programming language supporting use cases from Web dev to ML
SQLAlchemy Package		SQLAlchemy Package
Supervised Learning		Supervised Learning
Understanding Popular Statistical Tests To Perform Hypothesis Testing Is Not Difficult At All!		Understanding Popular Statistical Tests To Perform Hypothesis Testing Is Not Difficult At All!
Unleashing the Power of Advanced Lexical Processing Exploring Phonetic Hashing, Minimum Edit Distance, and PMI Score		Unleashing the Power of Advanced Lexical Processing Exploring Phonetic Hashing, Minimum Edit Distance, and PMI Score
Unsupervised Learning		Unsupervised Learning
Using an expected value for the designed Machine Learning solutions		Using an expected value for the designed Machine Learning solutions
Using naive Bayes algorithm for text classification problem		Using naive Bayes algorithm for text classification problem
graphing_visualization		graphing_visualization
statastics		statastics
website_images		website_images
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md

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