Ensemble Learning Techniques For Machine Learning Models

Multiple models can be fit and used for predictions for any given dataset. Sometimes we may not know which model performs the best.

Types of Machine Learning / Deep Learning Algorithms

Depending upon whether the input data is labelled or not, we can classify the algorithm as supervised and unsupervised algorithms. Apart from this, we also have reinforced learning, where the algorithms get feedback based on their prediction. Based on this feedback, the machine learns.

Confusion Matrix in Machine Learning

It is a method for summarising a classification algorithm's performance. If your dataset has more than two classes or if each class has an unequal amount of observations, classification accuracy alone may be deceiving.

How To Load Files Into Python?

Data can be read from a number of sources, including files and databases, using Python. The.txt and.csv file types are two that are frequently utilised. You can import and export files using either the Python CSV library or built-in import and export capabilities.

A Step-by-Step Installation Guide for Anaconda Navigator

An open-source distribution of Python and R for data research, Anaconda aims to make package management and deployment easier. Conda, the package management system used by Anaconda, is in charge of managing package versions.

Cross-Validation Techniques For Data

Often while working with datasets, we encounter scenarios where the data present might be very scarce. Due to this scarcity, dividing the data into tests and training leads to a loss of information.

How to remove MySQL Server from your PC? A Stepwise Guide

Microsoft introduced and distributes the SQL Server, a relational database management system (RDBMS). SQL Server is based on SQL, a common programming language for communicating with relational databases, like other RDBMS applications.

How do you connect to MS Excel using MySQL?

When analysing SQL data, Microsoft Excel can come into play as a very effective tool. Excel is instrumental in establishing a connection to a specific database that has been filtered to meet your needs. Through this process, you can now manipulate and report your SQL data, attach a table of data to Excel or build pivot tables.

Do Not Be Just Another Engineer: Four Tips to Enhance Your Engineering Career

Companies seek candidates who can differentiate themselves from the colossal pool of engineers. You could have a near-perfect CGPA and be a bookie, but the value you can provide to a company determines your worth.

Introduction to Artificial Intelligence, Machine learning, and Deep Learning

Machine Learning is a process by which we train a device to learn some knowledge and use the awareness of that acquired information to make decisions. For instance, let us consider an application of machine learning in sales.