Data Structure
Networking
RDBMS
Operating System
Java
MS Excel
iOS
HTML
CSS
Android
Python
C Programming
C++
C#
MongoDB
MySQL
Javascript
PHP
TensorFlow TensorFlow is an open-source end-to-end platform to build machine learning applications. It was developed by researchers and developers at Google Brain. Let us now see the features of TensorFlow − Build and Train models easily − TensorFlow offers multiple levels of abstraction to make it quick for you to choose the correct one. Build and train models by using the high-level Keras API, which makes beginning with TensorFlow and machine learning easy. Eager execution lets immediate iteration and intuitive debugging. For large ML training tasks, use the Distribution Strategy API for distributed training on different hardware configurations without changing ... Read More
Artificial intelligence deals with programming computers to detect patterns in new data, make decisions based on user input, and give output based on the user input. All the rules are not explicitly defined and it is expected by the developer that the machine learns these rules by experience, using a reward-punishment mechanism. Applications of Machine Learning Artificial intelligence has come a long way with self-driving cars, bots, object and facial recognition, and much more. In recent times, algorithms have been developed with a better accuracy that can help provide outputs which have better accuracies. Due to the improvements in ... Read More
In this article, you will understand the significant differences between Tensorflow and Keras libraries.TensorFlowTensorFlow is an open-source end-to-end platform to build machine learning applications. It was developed by researchers and developers at Google Brain. Let us now see the features of TensorFlow − Build and Train models easily − TensorFlow offers multiple levels of abstraction to make it quick for you to choose the correct one. Build and train models by using the high-level Keras API, which makes beginning with TensorFlow and machine learning easy. Eager execution lets immediate iteration and intuitive debugging. For large ML training tasks, use the ... Read More
In mathematics, the gamma function is said to be an extension to the factorial of any given number. However, as the factorial is only defined for real numbers, the gamma function exceeds to define the factorial on all complex numbers except the negative integers. It is represented by − Γ(x) = (x-1)! The logarithm gamma function comes into picture as the gamma function grows rapidly only larger numbers, so applying logarithm to the gamma will slow it down a lot. It is also known as the natural logarithm gamma of a given number. log(Γ(x)) = log((x-1)!) In python ... Read More
In this article, you will understand the significant differences between Tensorflow and Theano libraries.TensorFlowIt is an open-source end-to-end platform to build machine learning applications and was developed by researchers and developers at Google Brain. Let us now see the features of TensorFlow − Ecosystem of powerful add-on libraries − TensorFlow also supports an ecosystem of powerful add-on libraries and models to experiment with, including Ragged Tensors, TensorFlow Probability, Tensor2Tensor and BERT. TensorFlow Serving − It is a flexible and high-performance serving system for machine learning models, designed for production environments. It runs ML models at production scale on the ... Read More
In this article, we will look into a python program to calculate the volume and area of a cylinder. A cylinder is defined as a 3D object that has two circles connected with a rectangular surface. The special thing about a cylinder is that even though it is measured using just two dimensions, i.e. the height and radius, the cylinder is considered a three-dimensional figure as it is measured in xyz coordinate axes. The area of the cylinder is calculated is two ways− area of the lateral surface and area of the total surface. Lateral surface area is only the ... Read More
A cube is a three-dimensional solid figure with six faces, twelve edges and eight vertices. This geometrical figure has equal sized edges, hence making all its dimensions − length, width and height − equal. The idea of calculating the volume of a cube can be understood in a simple way. Consider a real-time situation where a person a moving houses. Suppose they use a hollow cube shaped cardboard box to place their things in it, the amount of space present to fill it up is defined as the volume. The mathematical formula to calculate the volume of a cube ... Read More
To calculate the area of a cube, let us first revise the concept of a cube. A cube is a geometrical figure containing three dimensions: length, width, and height with all the dimensions having equal measurements. It has six square faces, four of which are lateral surfaces and the other two are the cube's top and bottom surfaces. The requirement to find the surface area is just knowing the length a single edge. The area of a cube is found using the following steps − Find the area of one square face with the given edge Four times ... Read More
Introduction The earliest and most well-known cryptocurrency is called Bitcoin. Through the use of a decentralized protocol, cryptography, and a means to reach international consensus on the status of a regularly updated public transaction record known as a "blockchain, " it permits peer-to-peer exchange of value in the digital sphere. 'Practically speaking, Bitcoin is a type of digital money that exists independently of any government, state, or financial institution, can be sent anywhere in the world without requiring a centralized middleman, and has a well-established monetary policy that arguably cannot be changed. Bitcoin may be viewed as a political, philosophical, ... Read More
Introduction Blockchain and cryptocurrency are closely related to one another and are often confused for one another. However, both are entirely different entities. Cryptocurrency is a decentralized digital currency that gives greater power to the hands of the person dealing in cryptocurrency rather than the centralized authority. Bitcoin is an example of a decentralized cryptocurrency. It is supported by blockchain technology and helps in tracking transactions. What unites blockchain and cryptocurrency? The cryptocurrency was the primary reason for which the blockchains were created. Bitcoin was the cryptocurrency that used blockchains initially. Other cryptocurrencies have also started working with their blockchains ... Read More