Implementation

Neural networks are an incredibly powerful tool for modeling complex relationships. But their use is almost exclusively based on deterministic predictions. Incorporating uncertainty into neural networks can provide additional information about their accuracy. We now explore how to incorporate uncertainty into neural networks using Python. Uncertainty in neural networks Uncertainty in neural networks basically…

Data analysis is a critical component of decision making in many industries. With the increase in the volume and complexity of data that we can clearly see since 2000, data analysts must use advanced techniques to gain insights from data. …

In my business journey, I have worked on large projects, including sponsoring the implementation of Oracle Systems. And I discovered that the implementors and software providers only tell you part of the story. This is more about the setbacks I have experienced during my journey. …

If you’re an iOS developer, you may have heard of the Combine Framework. It’s a powerful framework that provides a declarative way to work with asynchronous data streams. In this post, we’ll explore five code snippets using the iOS Combine Framework. 1. Creating a Simple Publisher and Subscriber The first code snippet demonstrates how to create a…

Real use case of a company’s struggles with their early customers in their growth journey — A CXO and co-founder of a 130 person, 5-year-old SaaS tech startup told me recently — “80% of my customers with 1 year contracts have churned”. A startling statement and quite devastating in the life of a SaaS company! …

Implementing Google Maps in an Android app involves the following steps: Get a Google Maps API key: You need to obtain an API key from the Google Cloud Console to use Google Maps in your Android app. Add the Google Play Services library: You need to add the Google Play Services library to your app to use the Google Maps API. …

In the previous article, the mathematical foundation of the hard margin SVM has been explained. At the end, the formulation boiled down to a compact cost function J(α) that meant to be maximized.

Machine learning has revolutionized the way we approach and solve problems in various fields. It has found applications in healthcare, finance, marketing, and many other areas. Integrating machine learning algorithms into web applications can enhance the user experience and provide more accurate results. …