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# RNN - Many-to-one | Chan`s Jupyter In this post, We will briefly cover the many-to-one type, which is one the common types of Recurrent Neural Network and its implementation...
# Deep Q-Network (DQN) on LunarLander-v2 | Chan`s Jupyter In this post, We will take a hands-on-lab of Simple Deep Q-Network (DQN) on openAI LunarLander-v2 environment. This is the coding...
# Bayesian Convolutional Neural Network | Chan`s Jupyter In this post, we will create a Bayesian convolutional neural network to classify the famous MNIST handwritten digits. This will be a...
# Maximum Likelihood Estimation - how neural networks learn | Chan`s Jupyter In this post, we will review a Maximum Likelihood Estimation (MLE for short), an important learning principle used...
# Hyperparameters and Parameters | Chan`s Jupyter In this introductory chapter you will learn the difference between hyperparameters and parameters. You will practice extracting and analyzing parameters, setting hyperparameter values...
# The Power of Image Augmentation | Chan`s Jupyter In this post, it will show the effect of image augmentation while training Convolutional Neural Network. And it will also show...
# Resampling methods | Chan`s Jupyter In this chapter, we will get a brief introduction to resampling methods and their applications. We will get a taste of bootstrap resampling, jackknife...
# REINFORCE on CartPole-v0 | Chan`s Jupyter In this post, We will take a hands-on-lab of Monte Carlo Policy Gradient (also known as REINFORCE) on openAI gym CartPole-v0 environment. This...
# Custom Loss Function in Tensorflow 2. | Chan`s Jupyter In this post, we will learn how to build custom loss functions with function and class. This is the summary...
# Moving Average (MA) and ARMA Models | Chan`s Jupyter A Summary of lecture “Time Series Analysis in Python”, via datacamp [https://goodboychan.github.io/python/datacamp/time_series_analysis/2020/06/08/02-Moving-Average-and-ARMA-Models.html](https://goodboychan.github.io/python/datacamp/time_series_analysis/2020/06/08/02-Moving-Average-and-ARMA-Models.html)