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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Introduction to Tensors (PyTorch Tutorial)
Lets talk about tensor. What is a tensor?
Text Preprocessing PART-02
Lets start from where we left off in the first part. In this part we are going to focus on some of the most used text processing techniques. This blog completes the text processing techniques. Lets dive….
Text Preprocessing PART-01
Natural Language Processing (NLP) is the study where we try to make machines understand and analyze human language. Processing text plays a pivotal role in shaping the path towards meaningful insights. Effective processing techniques are the key to transforming raw textual data into a format that is amenable to analysis and modeling. In this blog, we will explore various text processing techniques:
Understanding the Bias-Variance Tradeoff in Machine Learning
In the realm of machine learning, the bias-variance tradeoff is a fundamental concept that significantly impacts the performance of predictive models. It represents the balance between two types of errors that models can make: bias error and variance error. Understanding and managing this tradeoff is crucial for building models that generalize well to new data.
portfolio
publications
KDANet: Handwritten Character Recognition for Bangla Language using Deep Learning
Published in ICCIT, 2023
This paper introduces a custom deep learning model to recognize handwritten Bangla characters and compares it with popular deep learning models that recognize handwritten characters.
Download here
talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.