Shubham Sayon

How To Run A File In The IPython Console As Default Instead Of Terminal?

In this article we are going to discuss one of the most commonly searched questions by Python enthusiasts, i.e., How To Run A File In The IPython Console As Default Instead Of Terminal? #Note Problem Statement Suppose you have started a new project in PyCharm and you have installed and selected Anaconda python.exe as the …

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How To Check If a List Is Nested In Python

Summary: One of the following methods can be used to check if a list is empty :- Method 1: Using isinstance() With any() Method 2: Using isinstance() And len() Methods Within For Loop Problem: Given a list; how to check if it is nested or not? Considering that you have a list such that it is nested at …

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How To Fix Error: ‘NoneType’ Object Has No Attribute ‘Group’?

Summary: NoneType attribute error occurs when the type of object being referenced is None. To handle this error you can either use the try-except blocks or you may also use if-else statements according to your requirement. In this article, you will learn about attribute errors with the help of numerous scenarios/examples where you come across …

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Simple Linear Regression

Introduction Regression is a supervised learning technique that defines the relationship between a dependent variable and the independent variable(s). Regression models describe the relationship between the dependent and independent variables using a fitting line. In the case of linear regression models, this is a straight line while in the case of logistic and nonlinear regression models a …

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Supervised And Unsupervised Machine Learning

Machine Learning algorithms can be majorly classified into four types: Supervised Learning Unsupervised Learning Semi-supervised Learning Reinforcement Learning In this article we will dive into supervised and unsupervised learning. Introduction to Supervised Learning In supervised learning, a sample labeled data is fed to the machine learning model to train it, based on which it predicts …

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Introduction To Machine Learning And Its Applications

Machine learning is one of the fastest-growing technologies and it is going to play a pivotal role in the future of technology. With the help of various algorithms machine learning is used to build mathematical models that have the capability to make predictions based on historical data or past data. Currently, it is already being …

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Data Preprocessing

Introduction Data preprocessing is a technique that is used to transform raw data into an understandable format. Raw data often contains numerous errors (lacking attribute values or certain attributes or only containing aggregate data) and lacks consistency (containing discrepancies in the code) and completeness. This is where data preprocessing comes into the picture and provides a proven method of …

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