AI will refine auto constructing and tuning of models

Since Google’s launch of AutoML last year, use of the AI tools to accelerate the process of constructing and tuning models is rapidly gaining popularity. This new approach to AI development allows automating the design of machine learning models and enables the construction of models without human input with one AI becoming the architect of another.

This year, experts expect growth in popularity of the commercial AutoML packages and integration of AutoML into large machine learning platforms.

After AutoML, a computer vision algorithm called NASNet was built to recognize objects in video streams in real time. The “reinforcement learning” on NASNet implemented with AutoML can train the model without humans showing better results when compared to the algorithms that require human input.

These developments significantly broaden the horizons for machine learning and will completely reshape the approach to model construction in the next years.

Rectangular Microstrip Patch Antenna

Microstrip is a type of electrical transmission line which can be fabricated using printed circuit board technology, and is used to convey microwave-frequency signals. It consists of a conducting strip separated from a ground plane by a dielectric layer known as the substrate. The most commonly employed microstrip antenna is a rectangular patch which looks like a truncated microstrip transmission line. It is approximately of one-half wavelength long. When air is used as the dielectric substrate, the length of the rectangular microstrip antenna is approximately one-half of a free-space wavelength . As the antenna is loaded with a dielectric as its substrate, the length of the antenna decreases as the relative dielectric constant of the substrate increases. The resonant length of the antenna is slightly shorter because of the extended electric "fringing fields" which increase the electrical length of the antenna slightly. An early model of the microst...

How to Set Up Guest Access on Ruckus ZoneDirector – Step-by-Step Guide

Are you looking to configure guest access on your Ruckus wireless network? In this blog, we’ll take you through the entire process of setting up secure guest access using Ruckus ZoneDirector. Whether you're an IT admin or a network manager, this guide will help you create a BYOD guest WLAN, set up guest pass authentication, and secure your network with wireless client isolation. Step-by-Step Tutorial Includes: Logging into the Ruckus ZoneDirector controller Configuring Guest Access services for BYOD devices Creating a dedicated guest WLAN Using guest pass authentication for added security Isolating guest devices on the network for better privacy Accessing the guest network from a client device By following this tutorial, you'll be able to provide a seamless and secure experience for visitors connecting to your WiFi network. Check out our video tutorial for a detailed walkthrough! #RuckusZoneDirector #GuestAccess #WiFiSetup #BYOD #WLANConfiguration #WirelessNetwork #NetworkSecu...

Cracking Passwords Using John the Ripper: A Complete Step-by-Step Guide

Cracking Passwords Using John the Ripper: A Complete Step-by-Step Guide In today's post, we’re diving into a practical lab exercise that shows how to use John the Ripper, one of the most effective password-cracking tools in cybersecurity. Whether you're an IT professional or a cybersecurity student, mastering John the Ripper will help you understand password vulnerabilities and enhance your penetration testing skills. Lab Objective: The goal of this lab is to crack the root password on a Linux system (Support) and extract the password from a password-protected ZIP file (located on IT-Laptop). Both tasks are performed using John the Ripper. Steps to Crack the Root Password on Support: Open the Terminal on the Support system. Change directories to /usr/share/john . List the files and open password.lst to view common password guesses. Use John the Ripper to crack the root password by running john /etc/shadow . Once cracked, the password is stored in the john.pot file for future u...

Stream of Knowledge

Search This Blog