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…
What is TensorFlow?
Currently, the most famous deep learning library in the world is Google's TensorFlow. Google product uses machine learning in all of its products to improve the search engine, translation, image…
Machine Learning vs Deep Learning: What’s the Difference?
AI has three different levels: Narrow AI: A artificial intelligence is said to be narrow when the machine can perform a specific task better than a human. The current…
Reinforcement Learning
Reinforcement learning is a subfield of machine learning in which systems are trained by receiving virtual "rewards" or "punishments," essentially learning by trial and error. Google's DeepMind has used reinforcement learning…
Deep learning Process
A deep neural network provides state-of-the-art accuracy in many tasks, from object detection to speech recognition. They can learn automatically, without predefined knowledge explicitly coded by the programmers. To grasp…
How to choose Machine Learning Algorithm
There are plenty of machine learning algorithms. The choice of the algorithm is based on the objective. In the example below, the task is to predict the type of flower…
Machine learning Algorithms and where they are used?
Machine learning can be grouped into two broad learning tasks: Supervised and Unsupervised. There are many other algorithms https://tpc.googlesyndication.com/safeframe/1-0-31/html/container.html Supervised learning An algorithm uses training data and feedback from humans to…
What is Machine Learning?
Machine Learning is a system that can learn from example through self-improvement and without being explicitly coded by programmer. The breakthrough comes with the idea that a machine can singularly…
