Neural Networks - 7. Convolutional Neural Networks: Example with Kaggle Challenge
In the last 2 post in our Neural Network series, we have looked into a few landmark Convolutional Neural Networks, including VGG, GoogLeNet/Inception, ResNet...
Post Series
Neural Networks Series
Neural Networks - 6. Convolutional Neural Networks: Case Studies (2)
In the last post in our Neural Network series, we have looked into a few landmark Convolutional Neural Networks, including VGG, GoogLeNet/Inception, ResNet, ...
Neural Networks - 5. Convolutional Neural Networks: Case Studies (1)
In this post in our Neural Network series, we will look into a few landmark Convolutional Neural Networks. We will look at the structure of each network, try...
Neural Networks - 4. Convolutional Neural Networks: Example with Keras
In this post in our Neural Network series, we will finally start implementing Convolutional Neural Networks with Python codes. We will implement a classic im...
Neural Networks - 3. Convolutional Neural Networks: Concepts and Details
In this third part in our Neural Network series, we will explore one of the most important classes of neural networks - Convolutional Neural Networks. We wil...
Neural Networks - 2. Closer Look at Neural Networks
In this second part in our Neural Network series, we will explore the theoritical side of Neural Networks. In particular, we will learn about the common stru...
Neural Networks - 1. Overview
In this series of blog posts we will explore one of the most important building blocks in Deep Learning: Neural Networks. We will explore various Deep Neural...
Machine Learning Series
XGBoost - XGBoost Code Example
In this first section of our Machine Learning series, we will talk about a popular machine learning technique for regression and classification problems, nam...
XGBoost - XGBoost
In this first section of our Machine Learning series, we will talk about a popular machine learning technique for regression and classification problems, nam...
XGBoost - Gradient Boost
In this first section of our Machine Learning series, we will talk about a popular machine learning technique for regression and classification problems, nam...
XGBoost - AdaBoost
In this first section of our Machine Learning series, we will talk about a popular machine learning technique for regression and classification problems, nam...
XGBoost - Random Forest
In this first section of our Machine Learning series, we will talk about a popular machine learning technique for regression and classification problems, nam...
XGBoost - Decision Trees
In this first section of our Machine Learning series, we will talk about a popular machine learning technique for regression and classification problems, nam...
Algorithm Series
Algorithms with Python - Quick Sort and Heap Sort
Explore the common sorting algorithms, the theory behind them, as well as how to implement them using python. Part 3. Quick Sort, Heap Sort.
Algorithms with Python - Merge Sort and Tim Sort
Explore the common sorting algorithms, the theory behind them, as well as how to implement them using python. Part 2. Merge Sort and Tim Sort.
Algorithms with Python - Bubble Sort, Selection Sort, and Insertion Sort
Explore the common sorting algorithms, the theory behind them, as well as how to implement them using python. Part 1. Bubble Sort, Selection Sort, and Insert...
Tools and Infrastructures
Building a Sniping Bot with Python (in the name of automated testing?)
In this post we will mess around with Selenium, an open-source web-based automation tool often used for automated testing of web applications. However, in ou...
Chatroom From Scratch: React + Firebase
Inspired by many recent recommendations to try out Firebase, I have decided to build this simple chat room app using Firebase as backend database, and use Re...
Detailed Guide to Setting Up GCP for Deep Learning
In this blog post, we will walk through how to take advantage of cloud services, particularly Google Cloud Platform (GCP), and configure it for training mach...