Zora HirbodvashCassandra_ IntroductionOne of the most popular NoSQL databases is Apache Cassandra. Apache Cassandra is an open-source, distributed, decentralized/distributed…5 min read·Sep 13, 2022----
Zora HirbodvashStochastic Gradient Descent (SGD) using Fastai for a linear model and MNIST datasetThis post is based on the course offered by Jeremy Howard and Rachel Thomas (https://course.fast.ai/). The material for this course is a…6 min read·Mar 26, 2021----
Zora HirbodvashA quick summary of built-in methods for training and evaluation in TensorFlowWhen we take a data set, it should be split into two sets, the training set and the test set. Most of the time near %80 of the data set…2 min read·Mar 1, 2021----
Zora HirbodvashA general overview of neural networkTo understand deep learning, we initially need to understand a single biological neuron or perceptron model. Then, this idea can be…3 min read·Feb 24, 2021----
Zora HirbodvashLinear Fit using Gradient Descent with NumpyHere, we apply the Gradient Descent method for line fitting (one of the simplest models) which is just a specific application of Gradient…3 min read·Feb 17, 2021----
Zora HirbodvashNumpy Vs. TensorflowHere I am writing about the most interesting differences and similarities between Numpy and TensorFlow. I will update this post as I am…2 min read·Feb 11, 2021----
Zora HirbodvashDeep Learning for coders course (fast.ai) — Develop an Image Classifier Using FastaiThis post is based on the course offered by Jeremy Howard and Rachel Thomas (https://course.fast.ai/). The material for this course is a…3 min read·Nov 12, 2020----
Zora HirbodvashDeep Learning for coders course (fast.ai) — Lesson 1It is my summary and classification note (lesson 1) of the deep learning course. This course is offered by Jeremy Howard and Rachel Thomas…11 min read·Nov 6, 2020----