AWS Korea DCO Trainee Interview ReviewI have spent about 4 months preparing for employment since this year February. I've been applying to several positions on AWS Careers, and I was shortlisted for the Data Center Operations Trainee position for the first time last May. Although I didn'...Jun 16, 2024 路 4 min readeujeenhan.hashnode.dev
Binary classification taskThis is a same binary classification problem with sklearn.load_breast_cancer dataset with a deep learning model. /to-train-and-predict Script reference: https://deeplearningcourses.com 1. Load the dataset import tensorflow as tf tf.__version__ #...Jun 9, 2023 路 3 min readeujeenhan.hashnode.dev
Outlines and TensorFlow playgroundThis writing might fall under more of a documentation. This is not covering general machine learning topic: Course Context: Final assignment project for a Machine Learning course Data Sources: SEC insider transactions dataset: Predictor Insights ...Jun 8, 2023 路 4 min readeujeenhan.hashnode.dev
Confusion matrix, ROC curve and AUCA Confusion Matrix is a performance measurement tool of a classification model. It's a table with the layout of: Predicted: YesPredicted: No Actual: YesTPFN Actual: NoFPTN The matrix has 2 classes (predicted and actual) and 4 categories: T...Jun 2, 2023 路 4 min readeujeenhan.hashnode.dev
To train and predictThe dataset used is the breast cancer Wisconsin dataset from scikit-learn. from sklearn.datasets import load_breast_cancer # Load the dataset b_cancer = load_breast_cancer() # Check the description print(b_cancer.DESCR) b_cancer is a Bunch (dictio...Jun 2, 2023 路 3 min readeujeenhan.hashnode.dev
