However, Bangla text recognition is highly challenging job for its complicated writing style, compound characters and highly diversified fonts. Researchers already proposed many machine learning algorithms to address this problem. Optical character recognition (OCR) is a widely used technology to convert text images to editable text. It was discovered that there is a positive correlation between co-curricular activities and academic performance using Logistic Regression using Python and Google Colab. This study's objective is to ascertain the actual effect of co-curricular activities on pupils. One of the primary reasons is because many believe these activities would jeopardize a student's academic performance. However, a significant proportion of pupils in Bangladesh do not participate in such activities. They are a vital component of educational institutions' attempts to help students develop their personalities and improve classroom learning.

Co-curricular activities are extracurricular activities that support and enhance the academic or core curriculum. The purpose of this study is to determine the relationship between extracurricular activities and student performance. You saw how a letter is written and might be pronounced, but there is nothing better than hearing the sound of the letters in a video or audio.The study project named 'Effects of Co-Curricular Activities on Student's Academic Performance Through Machine Learning' examines the effect of co-curricular activities on a student's academic performance. ষ Sound of ‘sh’ when the tongue touches the roots of the teeth ফ Sound of ‘f’ if pronounced with closed lips ধ sound produced by coupling soft ‘d’ and ‘h’= ‘dh’ ণ Nasal sound when the tongue touches a bit away from teeth ঞ Just like ‘gn’ of gnome with a slight up movement of tongue ঝ This is produced using the naval sounds while the tongue touches the upper part of mouth cavity The better you pronounce a letter in a word, the more understood you will be in speaking the Bengali language.īelow is a table showing the Bengali alphabet and how it is pronounced in English, and finally examples of how those letters would sound if you place them in a word. Without it, you will not be able to say words properly even if you know how to write those words. Learning the Bengali alphabet is very important because its structure is used in every day conversation.

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