Packt Publishig – Identifying Behaviour Patterns using Machine Learning Techniques

Packt Publishig – Identifying Behaviour Patterns using Machine Learning Techniques
English | Size: 237.00 MB
Category: Tutorial

Learn to identify behaviour patterns based on the user actions on the web site using ML techniques

Nowadays web-sites needs to handle huge amount of traffic. We can leverage that fact and capture user interactions with the application. For further analysis. Next, we can analyze users behavior and capture patterns on which we are able to react properly.
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Secure Authentication for Web Apps & APIs Using JWTs

Secure Authentication for Web Apps & APIs Using JWTs
English | Size: 1.18 GB
Category: Tutorial

Описание: Non-trivial web applications require some form of user authentication. When it comes to implementing authentication in modern single page apps, things can get a bit tricky, and the traditional methods of session and cookie-based auth tend to get in the way. The JSON Web Token spec offers a much better way of handling authentication in a SPA and comes with many benefits. [Read more…]

Packt Publishing – Pandas for Predictive Analysis using scikit-learn

Packt Publishing – Pandas for Predictive Analysis using scikit-learn
English | Size: 334.04 MB
Category: Tutorial

In this course we learn that stand alone data analysis is fine but what most companies these days are looking for is to do Predictive analysis using their data. In this advanced course, we will make you ready to start doing Predictive Analysis on your data by showing you how to build Machine Learning models with scikit-learn and pandas.
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Pluralsight (Avril Salter) – Using Wireshark to Analyze and Troubleshoot Wi-Fi Networks

Pluralsight (Avril Salter) – Using Wireshark to Analyze and Troubleshoot Wi-Fi Networks
English | Size: 697.53 MB
Category: Comp: Network/Hardware

Are you responsible for designing, implementing or managing a Wi-Fi network? Or simply want to understand how Wi-Fi works? In this course, Using Wireshark to Analyze and Troubleshoot Wi-Fi Networks, you’ll learn how to capture, analyze, and troubleshoot Wi-Fi networks in Wireshark. First, you’ll learn how to capture Wi-Fi traffic over-the-air, including how to select the best hardware, and how to configure that hardware in your preferred OS environment. Next, you’ll explore how Wi-Fi isthe only protocol where Wireshark provides physical layer information utilizing the de facto Radiotap standard [Read more…]

O’Reilly – Using Linux Performance Tools

O’Reilly – Using Linux Performance Tools
English | Size: 571.51 MB
Category: Tutorial

Move from basic Linux administration to advanced in this course that details how to monitor, profile, and trace Linux systems and applications. Linux expert Sasha Goldshtein shows you how to run basic performance checklists to get a reading of high-level system performance. You’ll discover ways to diagnose specific issues such as high CPU load, excessive I/O, and slow network requests; as well as gain a solid understanding of the Linux system infrastructure that makes tracing and profiling possible. The course is designed for application developers, system administrators, and SREs with some Linux system administration experience and a basic understanding of OS concepts like threads, I/O operations, and memory. [Read more…]

Pluralsight – Using Wireshark to Analyze and Troubleshoot Wi-Fi Networks

Pluralsight – Using Wireshark to Analyze and Troubleshoot Wi-Fi Networks
English | Size: 701.05 MB
Category: CBTS

Wi-Fi is the most prevalent wireless network deployed worldwide. This course teaches you how to capture Wi-Fi traffic, analyze Wi-Fi capture in Wireshark, and troubleshooting complex problems in Wireshark, including 802.1X authentication and QoS.
Are you responsible for designing, implementing or managing a Wi-Fi network? Or simply want to understand how Wi-Fi works? In this course, Using Wireshark to Analyze and Troubleshoot Wi-Fi Networks, you’ll learn how to capture, analyze, and troubleshoot Wi-Fi networks in Wireshark. [Read more…]

Packt Publishing – Real Time Streaming using Apache Spark Streaming

Packt Publishing – Real Time Streaming using Apache Spark Streaming
English | Size: 208.13 MB
Category: CBTs

Spark is the technology that allows us to perform big data processing in the MapReduce paradigm very rapidly, due to performing the processing in memory without the need for extensive I/O operations.

Recently, the streaming approach to processing events in near real time became more widely adopted and more necessary. In this course, you will learn how to handle big amount of unbounded infinite streams of data. You will analyze data and draw conclusions from it. Furthermore, we will look at common problems when processing event streams: sorting, watermarks, deduplication, and keeping state (for example, user sessions). You will also implement streaming processing using Spark Streaming and analyze traffic on a web page in real time. [Read more…]

Packt Publishing – Back-End Web Development using Go

Packt Publishing – Back-End Web Development using Go
English | Size: 605.11 MB
Category: CBTs

Go is one of the hottest and fastest growing languages on the block, mainly because it is lightweight, easy to use, and displays great robustness when performing in a variety of domains. Scores of developers have been learning how to harness its power to create solid backends for their applications, but there has always been a gap in learning material for client-side development in Go, which has limited developers’ skills. This course will bridge that gap by telling you everything you need to know so you can build production-grade applications. [Read more…]

Linux Academy – Using Ansible for Configuration Management and Deployments

Linux Academy – Using Ansible for Configuration Management and Deployments
English | Size: 4.79 GB
Category: CBTs

Using Ansible for Configuration Management and Deployments – Linux Academy
Ansible continues to gain traction as a powerful, enterprise level configuration and deployment management tool. With it’s standardized Playbook formatting and reliance on Python standards, it is easy to use, quick to learn and puts the power of automation at everyone’s fingertips. In this course, we will cover Ansible configuration, modules, command line usage and Playbook building. By the time you are done, you will be able to use Ansible to automate and manage your DevOps infrastructure. [Read more…]

Pluralsight – Using Visual Studio Code for ASP.NET Core Projects

Pluralsight – Using Visual Studio Code for ASP.NET Core Projects
English | Size: 444.65 MB
Category: CBTs

ASP.NET Core let’s you run your code anywhere. Wouldn’t it be nice if you could write your code anywhere too? That’s where Visual Studio Code comes in!
Visual Studio Code let’s you write your ASP.NET Code projects on Windows, MacOS, and on Linux. In this course, Using Visual Studio Code for ASP.NET Core Projects, you’ll learn how to install, create, and debug ASP.NET Core projects using Visual Studio Code. After watching this course, you’ll be able to write your applications using this small, fast tool across multiple different platforms. [Read more…]