Bias and Variance in Machine Learning – A Fantastic Guide for Beginners!
Overview Learn to interpret Bias and Variance in a given model. What is the difference between Bias and Variance? How to achieve Bias and …
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Building Sales Prediction Web Application using Machine Learning Dataset
Introduction There are a lot of resources on the internet about finding insights and training models on machine learning datasets however very few articles …
12 Univariate Data Visualizations With Illustrations in Python
“A picture is worth a thousand words”. The quote is definitely true of Data visualization as the information conveyed is more valuable than the …
Leveraging Machine Learning for Efficiency in Supply Chain Management
Machine learning, deep learning, and AI are enabling transformational change in all fields from medicine to music. It is helping businesses from procuring to …
10 Techniques to deal with Imbalanced Classes in Machine Learning
Overview Get familiar with class imbalance Understand various techniques to treat imbalanced classes such as- Random under-sampling Random over-sampling NearMiss You can check the …
24 Commonly used SQL Functions for Data Analysis tasks
Introduction Anything and everything related to data in the 21st century has become of prime relevance. And one of the key skills for any …
Difference between SQL Keys (Primary Key, Super Key, Candidate Key, Foreign Key)
Introduction SQL Keys is the Key to your success in Analytics! Data is growing at an exponential rate and so is the demand for …
KNNImputer: A robust way to impute missing values (using Scikit-Learn)
Overview Learn to use KNNimputer to impute missing values in data Understand the missing value and its types Introduction KNNImputer by scikit-learn is a …
Time Series Forecasting using Microsoft Power BI
Introduction Time series forecasting is a really important area of Machine Learning as it gives you the ability to “see” ahead of time and …
Tableau Tip: Visualize a Single Value Against Others
Introduction How often have we all tried to compare a value against a range, with unsatisfying results? Excel is the most common tool for …
