Category Archives : AI

07

Jan

Regularizers Implementation In TensorFlow

Regularizers provide a way to reduce the complexity of your machine learning models. A regularizer is an extra term within the objective function which penalizes models with more non-zero coefficients. These penalty terms can help you to obtain models that READ MORE

21

Dec

Top 13 Initializers TensorFlow

Choice of Initializer will define the way initial random weights for nodes in a particular model layer are set. The initializer will dictate the distribution of random values, and in practice will govern the speed and likelihood of convergence on READ MORE

13

Dec

The Top 12 Activation Functions, a Short Guide for Choosing
The Top 12 Activation Functions, a Short Guide for Choosing

Choosing a machine learning activation function can make the difference in your model’s accuracy and runtime. An activation function dictates whether a node corresponding to a high order multivariate coefficient will be given signification weight or not. Some problems are READ MORE

17

Nov

Graph Neural Networks: Everything You Need to Know

Graph Neural Networks Explained What is a Graph Neural Network? A first encounter with the term may conjure visions of neural networks based on bar charts of source data. However, in the context of Graph Neural Networks, a graph is READ MORE

25

Oct

How to Compare ML Experiment Tools to Fit Your Data Science Workflow

There are many ML experiment tracking tools that can support different data science workflows. We offer a way to compare alternatives and make an informed choice. We highlight some of the most popular ML experiment tracking tools, including: What factors READ MORE

06

Aug

How Does Data Science Help In Cyber Security?
How Does Data Science Help In Cyber Security?

Data science brings a logical structure to unstructured data. Data scientists use machine or deep learning algorithms to compare normal and abnormal patterns. In cybersecurity, data science helps security teams distinguish between potentially malicious network traffic and safe traffic. Applications of data READ MORE

02

Aug

Ultimate Guide: ASIC (Application Specific Integrated Circuit)
Ultimate Guide: ASIC (Application Specific Integrated Circuit)

An Integrated Circuit (IC), also called a chip or a microchip is a set of electronic circuits on a single small flat piece (or “chip”) of semiconductor material, usually silicon. Modern ICs are very complex and contain millions of transistors READ MORE

03

Jun

By developing and utilizing predictive models, organizations aim to improve their business decision making, forecasts, and general business intelligence.  Commonly today, models are developed over the entirety of the data set and applied indiscriminately to any or all instances of READ MORE

17

Apr

How Automated Code Analysis can be used Today and in the Future

Undetected faults in applications are one of the leading causes for implementation and distribution problems experienced by organizations. Is your development team using the right source code analysis tool to detect critical vulnerabilities and make the necessary fixes? Does poor READ MORE

16

Oct

Jetpack DataStore Preferences Android

In this blog, we are going to see why we need Jetpack DataStore Preferences, learn how to implement Jetpack DataStore Preferences in our Android application and how can we migrate our SharedPreferences to DataStore Preferences. I will be sharing what READ MORE