EDA on Haberman’s survival dataset
Exploratory data analysis or EDA is the initial investigation performed on the dataset to get the insights of data, to
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December 2020
5 Probability Distributions that every Data Scientist should know
probability distributions are one of the most important topic for every data scientist. A probability distribution is a function that
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How To Deploy ML Model On Heroku
Introduction to Model On Heroku: Heroku is a cloud platform as a service for many programming languages. Heroku has been
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CountVectorizer In NLP
What is CountVectorizer In NLP? CountVectorizer means breaking down a sentence or any text into words by performing preprocessing tasks
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Top Machine Learning Algorithms For Beginners
Linear Regression | Machine Learning Algorithms Linear regression is one of the most popular and also important Machine Learning algorithms.
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IPL Match Prediction
Introduction to IPL Match Prediction: Here we have created an IPL match prediction model for winner using Machine Learning Algorithm
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Scaling Techniques for ML Data
Index What is meant by Data Scaling? Why is it important to scale data? Data Scaling Techniques Normalization Standardization Median
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Handling Imbalanced Datasets
Index Introduction Significance of Balanced Dataset Techniques to Handle Imbalanced Data Choice of Right Evaluation Metrics Resampling the Training Set
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