As web applications become more sophisticated, so do the security risks. One common threat is an attacker trying to gain unauthorized access to a user’s account. To prevent this, web developers utilize the JSON Web Tokens (JWTs) technology, a powerful tool for web security. In this tutorial, we will walk Continue Reading
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How to evaluate the accuracy and bias of LLMs
How to Evaluate the Accuracy and Bias of Language Models Language models have become increasingly sophisticated in recent years, thanks to advancements in deep learning and natural language processing algorithms. However, with this improvement in complexity comes a need to carefully evaluate the accuracy and potential biases of these models. Continue Reading
How to Use OpenAI Microscope for Explaining Model Predictions
OpenAI Microscope is a powerful tool that helps you understand and explain the predictions made by different models. It allows you to visualize and explore the features that play a significant role in the model’s decisions. In this tutorial, we will walk through the process of using OpenAI Microscope for Continue Reading
How to Use OpenAI Microscope for Visualizing Model Features
Introduction OpenAI has released a powerful new tool called OpenAI Microscope, which allows you to visualize the features of various machine learning models. This tool is built on top of TensorFlow.js and provides an interactive web interface to explore the inner workings of deep learning models. In this tutorial, we Continue Reading
Using Azure Event Hubs for real-time data ingestion
Real-time data processing is a critical requirement for many systems today. It allows for near-instantaneous response to events as they occur, making it possible to react quickly to changing conditions, detect anomalous situations, or trigger immediate actions. To support real-time data ingestion, Microsoft Azure provides a service called Event Hubs. Continue Reading
How to Use C3.js for Data Visualization in JavaScript
Data visualization is a valuable tool for understanding and analyzing data. It allows us to present complex information in a clear and meaningful way. In JavaScript, there are numerous libraries available for creating visualizations, and one of the most popular ones is C3.js. C3.js is a powerful and flexible JavaScript Continue Reading
Introduction to cloud computing
Cloud computing is a technology that has revolutionized the way in which businesses operate today. With cloud computing, companies no longer need to invest in physical infrastructure, software licenses, and hardware. Instead, they can simply subscribe to a cloud service provider who provides many of these services over the internet. Continue Reading
How to Create a Web App with Flask and Python
In this tutorial, we will learn how to create a web application using Flask, a lightweight web framework for Python. Flask allows us to quickly build web applications that are simple, scalable, and easy to understand. To follow along with this tutorial, you should have a basic understanding of Python Continue Reading
Implementing Azure Load Balancer for traffic distribution
Introduction When it comes to distributing traffic across services, load balancing is an essential component. With Azure Load Balancer, you can distribute traffic to multiple servers, providing high availability, scalability, and excellent performance. The Azure Load Balancer is a Layer-4 (Transport Layer) load balancer that works with different protocols such Continue Reading
Setting up HTTPS listener in Elastic Load Balancer (ELB)
Introduction Transport Layer Security (TLS) provides secure communication over the Internet. To enable encryption of data in transit, HTTPS protocol uses TLS. Amazon Web Services (AWS) Elastic Load Balancer (ELB) is a load balancing tool for web applications hosted on Amazon Web Services. We can configure HTTPS in ELB to Continue Reading