Adversarial Attacks What are Adversarial Attacks An adversarial attack is an attempt to trick a machine learning classifier into producing an incorrect prediction by introducing a small… Adversarial Attacks

Tensorflow 10: CNNs 1 My previous post. . All my code can be found on github (10_CNN_1.ipynb) Why? In the last lesson we extended vanilla neural networks to 2 layers and achieved an improved 98.4%… Tensorflow 10: CNNs 1

Tensorflow 9: MNIST 2 My previous post. . All my code can be found on github (9_MNIST_2.ipynb) In the last guide we had a single hidden layer Neural Network and achieved 86% accuracy. Now we… Tensorflow 9: MNIST 2

Jupyter Notebooks Jupyter I am using Jupyter notebooks, an open source web application to manage and share my machine learning code. Its great because it allows you… Jupyter Notebooks

Tensorflow 8: MNIST NN 1 My previous post. . All my code can be found on github (8_MNIST_1.ipynb) MNIST The MNIST dataset consists of images of handwritten digits comprising of 55,000 training examples, 10,000 training examples… Tensorflow 8: MNIST NN 1

Tensorflow 7: First Neural Network My previous post. . All my code can be found on github (7_Basic_Neural_Network.ipynb) The Brain! Now that we know how to train a data graph lets create our first basic Neural… Tensorflow 7: First Neural Network

Tensorflow 6: Training with Linear Regression My previous post. . All my code can be found on github (6_TrainingWithLinearRegression.ipynb) The aim of a Neural Network is to get the output for the model to match the expected… Tensorflow 6: Training with Linear Regression

Tensorflow 5: Variables My previous post. . All my code can be found on github (5_Variables.ipynb) Variables We use variables to store data during computation. Types There are many different ways to create Variables.… Tensorflow 5: Variables

Tensorflow 4: Placeholders Expanding from my previous post. . All my code can be found on github (4_Placeholders.ipynb) Placeholders Placeholders are variables that we assign the value to at Runtime. They are used… Tensorflow 4: Placeholders

Tensorflow 3: Tensorboard Basics Expanding from my previous post: I will create a new jupyter notebook called 3_TensorboardBasics.ipynb. All my code can be found on github. Tensorboard Tensorflow comes with… Tensorflow 3: Tensorboard Basics

Tensorflow 2: Tensors Expanding from my previous post: I will create a new jupyter notebook called 2_Tensors.ipynb. All my code can be found on github. Tensors A tensor… Tensorflow 2: Tensors

Tensorflow 1: Introduction Here are some notes I made whilst studying Tensorflow. I find writing out and explaining the code helps me consolidate my thoughts and refine my… Tensorflow 1: Introduction