https://rabintiwari45.github.io/portfolio_data_science/ Recent content in Data Science Portfolio on Rabin Hugo -- gohugo.io en-us Thu, 09 Jul 2020 10:58:08 -0400 https://rabintiwari45.github.io/portfolio_data_science/post/project-1/ Thu, 09 Jul 2020 10:58:08 -0400 https://rabintiwari45.github.io/portfolio_data_science/post/project-1/ Introduction A loan is a thing that is borrowed especially a sum of money, that is expected to be paid back with interest. A bank loan is the most common form of loan capital for an individual or business provided by banks. A borrower has to return the amount with a certain rate of interest over a period of time. Most of the profit for banks comes from loan interest. Loans are the core business of banks. https://rabintiwari45.github.io/portfolio_data_science/post/project-2/ Wed, 01 Jul 2020 11:00:59 -0400 https://rabintiwari45.github.io/portfolio_data_science/post/project-2/ Overview We will use transfer learning to classify plant disease. We will implement various object detection models like Faster RCNN and SSD to detect plant disease. Generate the fake image using various GANs and study its utility as a training sample for the experiment. 1. Introduction Plant disease is a serious problem for farmers all over the world. It reduces the production and quality of the food. While the global population is rapidly increasing, reduction in availability and access to food increases the cost of food. https://rabintiwari45.github.io/portfolio_data_science/post/project-3/ Fri, 11 Oct 2019 11:13:32 -0400 https://rabintiwari45.github.io/portfolio_data_science/post/project-3/ Overview We will implement a simple bag of words model as our baseline and improve upon that. We will train different machine learning algorithms using the features extracted from the training essay. A neural approach to essay grader. (Using the word embedding to train a recurrent layer composed of Long Short Term Memory.) Table of Content Introduction Data Set Our Approach Evaluation Metric Baseline Model Feature Extraction Learning Algorithm Introduction to neural approach Word2Vec Feed Forward Neural Network Recurrent Neural Network Training Result and Discussion Conclusion 1. https://rabintiwari45.github.io/portfolio_data_science/contact/ Mon, 01 Jan 0001 00:00:00 +0000 https://rabintiwari45.github.io/portfolio_data_science/contact/ You can send me a message by submitting the form. Your Name Email Address An email address is required. Message