Language Classification Using Machine Learning in Python - In this post, I present a step-by-step explanation how to build a model (actually three) to classify text into language categories. This…
In this post, I present a step-by-step explanation how to build a model (actually three) to classify text into language categories. This tool can be used on data that is parsed from online sources in order to categorise text into languages and filter the desired language before running analyses such as sentiment analysis.
For the sake of simplicity, the problem we aim to solve here is the classification of text into three possible languages: English, Dutch (Nederlands), and Afrikaans. We will:
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How To Plot A Decision Boundary For Machine Learning Algorithms in Python, you will discover how to plot a decision surface for a classification machine learning algorithm.
Description We love Programming. Our aim with this course is to create a love for Programming. Python is one of the most popular programming languages. Python offers both object oriented and structural programming features. We take an hands-on...
Machine Learning Pipelines performs a complete workflow with an ordered sequence of the process involved in a Machine Learning task. The Pipelines can also
The most Python programs will consist of three steps — getting input into the program, processing the input in some way, and outputting the results of the processing. I’m going to focus on one part of that step — getting input into a program — by prompting the user to enter some data and then reading the data into the program. This is a mostly straightforward process except for some data conversions that have to occur when you are inputting numbers.