Heuristics Search & Game Playing in AI
What is Heuristic? · The word heuristic is derived from the Greek word heuriskein, which means to find or to discover. · Heuristic search can be implemented by using a thumb rule, a judgment or…
What is TensorBoard
Tensorboard is the interface used to visualize the graph and other tools to understand, debug, and optimize the model. Example The image below comes from the graph you will generate…
Creating operator
Some Useful TensorFlow operators You know how to create a tensor with TensorFlow. It is time to learn how to perform mathematical operations. TensorFlow contains all the basic operations. You…
Shape of tensor
When you print the tensor, TensorFlow guesses the shape. However, you can get the shape of the tensor with the shape property. Below, you construct a matrix filled with a…
What is a Tensor?
Tensorflow's name is directly derived from its core framework: Tensor. In Tensorflow, all the computations involve tensors. A tensor is a vector or matrix of n-dimensions that represents all types of data. All values in…
What is Jupyter Notebook?
A Jupyter notebook is a web application that allows the user to write codes and rich text elements. Inside the Notebooks, you can write paragraph, equations, title, add links, figures…
TensorFlow Versions
TensorFlow supports computations across multiple CPUs and GPUs. It means that the computations can be distributed across devices to improve the speed of the training. With parallelization, you don't need…
MICROSOFT COGNITIVE TOOLKIT(CNTK)
Microsoft toolkit, previously know as CNTK, is a deep learning library developed by Microsoft. According to Microsoft, the library is among the fastest on the market. Microsoft toolkit is an…
Options to Load Data into TensorFlow
The first step before training a machine learning algorithm is to load the data. There is two commons way to load data: 1. Load data into memory: It is the…
Why is TensorFlow popular?
TensorFlow is the best library of all because it is built to be accessible for everyone. Tensorflow library incorporates different API to built at scale deep learning architecture like CNN…
