Published in Geek Culture·PinnedDecision Tree & Random Forest Explained With ProjectThis article is going to explain to you the Decision tree and Random Forest using a simple project! Let's start with an easy example: Suppose you have to buy a new pen and now you have to decide or have to choose a single pen among various brands and you…Machine Learning5 min read

Sep 13, 2021The Dot Product Between ArraysAll the Ways !!! The dot product or scalar product or inner product between two vectors and of the same size is defined as:Data Science1 min readThe Dot Product Between ArraysAll the Ways !!!The dot product or scalar product or inner product between two vectors and of the same size is defined as:----

Jul 21, 2021Sets vs. Lists | PythonWhat is faster …..Sets or Lists ?? As Wikipedia says “ Membership testing with sets and dictionaries is much faster, O(1), than searching sequences, O(n). When testing “a in b”, b should be a set or dictionary instead of a list or tuple.” You must have been using sets in…Python3 min read

Published in FAUN Publication·Jun 17, 2021Grid Search Using SVMSupport Vector Machines Using Python We are going to understand the SVM using a project by analyzing the famous iris dataset ! Iris flower data set The Iris flower data set or Fisher’s Iris data set is a multivariate data set introduced by Sir Ronald Fisher in the 1936 as an example of discriminant…Machine Learning5 min read

Published in Analytics Vidhya·Apr 24, 2020Jupyter Notebook | An Ultimate GuideThe Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations, and narrative text. It can be used for various applications like data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. …Machine Learning7 min read

Published in Analytics Vidhya·Mar 7, 2020Anaconda Navigator | An OverviewGetting Started Anaconda Navigator is a graphical interface for launching common Python programs without having to use command lines, to install packages and manage your environments. It also allows you to launch applications and easily manage conda packages, environments, and channels without using command-line commands. Navigator can search for packages on Anaconda…Data Science5 min read