PluralSight – Managing Cisco Networks via Infrastructure as Code

PluralSight – Managing Cisco Networks via Infrastructure as Code-BOOKWARE-KNiSO
English | Size: 191.36 MB
Category: Tutorial

Release Notes: Cut through the buzzwords around IT infrastructure automation and orchestration with this course. In this course, Managing Cisco Networks via Infrastructure as Code, you will gain the ability to design, deploy, and manage networks using modern automation techniques. First, you will learn the fundamentals of networking such as IP routing, Ethernet switching, and critical network services (DHCP, DNS, NAT, SNMP, and NTP) Next, you will discover the capabilities of common Infrastructure as Code frameworks such as Cisco pyATS Puppet, and Ansible. Finally, you will explore network-oriented model-driven programmability by exploring YANG, NETCONF, and RESTCONF. This includes demonstrations hosted on Cisco DevNet sandboxes using Cisco IOS-XE and Cisco Nexus platforms. When you re finished with this course, you will have the skills and knowledge of a junior network automation engineer needed to successfully automate your production systems [Read more…]

Pluralsight – Building Neural Networks with scikit-learn

Pluralsight – Building Neural Networks with scikit-learn-XQZT
English | Size: 296.29 MB
Category: Tutorial


This course covers all the important aspects of support currently available in scikit-learn for the construction and training of neural networks, including the perceptron, MLPClassifier, and MLPRegressor, as well as Restricted Boltzmann Machines. [Read more…]

Packt – Hands-On Wireless Sensor Networks with ESP32

Packt – Hands-On Wireless Sensor Networks with ESP32
English | Size: 463.46 MB
Category: E-learning | Networking


Learn
Architect sensor networks for various application setups
Understand how to model a sensor network using graph theory
Understand different types of dataflow, and routing protocols, in Wireless Sensor Networks
Explore the design space and conduct trade-off analyses between performance and resources
Design and implement multiple sensor nodes using ESP32, to construct a fully distributed wireless network
Design and Implement algorithms for distributed data aggregation in your own constructed wireless sensors network
Evaluate the performance of algorithms on different network topologies
[Read more…]

Cisco – 300-135 TSHOOT – Troubleshooting and Maintaining Cisco – IP Networks

Cisco – 300-135 TSHOOT – Troubleshooting and Maintaining Cisco – IP Networks
English | Size: 952.18 MB
Category: Tutorial


Troubleshooting and Maintaining Cisco IP Networks exam is one of three exams required to obtain the Cisco Certified Network Professional – Routing and Switching certification. This exam focuses on troubleshooting Layer 2 and Layer 3 devices, planning regular maintenance, and troubleshooting methodology in complex medium and large environments. [Read more…]

Packt – Hands-On Wireless Sensor Networks with ESP32

Packt – Hands-On Wireless Sensor Networks with ESP32-JGTiSO
English | Size: 468.11 MB
Category: Tutorial


Learn
Architect sensor networks for various application setups
Understand how to model a sensor network using graph theory
Understand different types of dataflow, and routing protocols, in Wireless Sensor Networks
Explore the design space and conduct trade-off analyses between performance and resources
Design and implement multiple sensor nodes using ESP32, to construct a fully distributed wireless network
Design and Implement algorithms for distributed data aggregation in your own constructed wireless sensors network
Evaluate the performance of algorithms on different network topologies
About
The increase in the number of low-powered and portable smart devices has fostered the Internet of things. Maintaining, controlling, and monitoring network of such devices is quite challenging. It becomes difficult for individual sensor nodes to have knowledge of the whole network. [Read more…]

Packt – Mastering Palo Alto Networks

Packt – Mastering Palo Alto Networks
English | Size: 1.32 GB
Category: Tutorial


Learn
Implement Palo Alto NGFW profiles and policies such as URL Filtering, App-ID, Antivirus and DoS to leverage Palo Alto’s stateful security protection
Enable IPsec Tunnel based VPNs and SSL-VPN configurations (Globalprotect VPN) for a cost-effective and scalable remote connectivity solution [Read more…]

Lynda – Artificial Intelligence Foundations Neural Networks

Lynda – Artificial Intelligence Foundations Neural Networks
English | Size: 458.61 MB
Category: E-learning


An artificial neural network uses the human brain as inspiration for creating a complex machine learning system. There are now neural networks that can classify millions of sounds, videos, and images. These machines can answer our questions, understand our behaviors, and even drive our cars. The network looks for subtle patterns in our data and then fine-tunes itself to improve over time. They can become experts in predicting our behavior, learning our languages, and finding new discoveries. In this course, instructor Doug Rose provides an overview of artificial neural networks, explaining what they are and how you can use them for your machine learning challenges. Discover ways that you can use this technology to do fascinating new things for your projects or your business. [Read more…]

Introduction to Computer Networks for Non-Techies

Introduction to Computer Networks for Non-Techies
English | Size: 3.05 GB
Category: Tutorial


Requirements

A Basic Understanding of Computers
A Desire to Learn

WHAT YOU’LL LEARN IN THIS COURSE:

The Benefits of Computer Networks

How Computer Networks Work [Read more…]

Packt – Deep Learning and Neural Networks Using Python Keras the Complete Beginners Guide

Packt – Deep Learning and Neural Networks Using Python Keras the Complete Beginners Guide-JGTiSO
English | Size: 4.27 GB
Category: Tutorial


Deep learning and data science using a Python and Keras library – The complete guide from beginner to professional
The world has been obsessed with the terms “machine learning” and “deep learning” recently. We use these technologies every day, with or without our knowledge. Ranging from Google suggestions, to translations, ads, movie recommendations, friend suggestions, sales and customer experiences. There are tons of other applications too so there’s no wonder that deep learning and machine learning specialists, along with data science practitioners, are the most sought-after talent in the current technology world. But the problem is that, when you think about learning these technologies, there is a common misconception that it’s a prerequisite to study lots of maths, statistics, and complex algorithms. It’s almost like someone making you believe that you must learn the working of an internal combustion engine before you learn how to drive a car. The fact is that, to drive a car, we just only need to know how to use the user-friendly control pedals extending from the engine like the clutch, brake, accelerator, steering wheel, and so on. And with a bit of experience, you can easily drive a car. The basic know-how about the internal working of the engine is of course an added advantage while driving a car, but it’s not mandatory. [Read more…]

Addison Wesley Professional Abstraction in Computer Networks

Addison Wesley Professional Abstraction in Computer Networks-XCODE
English | Size: 5.24 GB
Category: Tutorial


Release Info: Abstraction in Computer Networks LiveLessons considers abstraction in theory and practice across many of the places it is used in building network devices network software, and networks [Read more…]