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Secure Coding: Preventing Insufficient Logging and Monitoring
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 156 MB
Genre: eLearning | Language: English​

Most security breaches start with a single incident. This course will teach you how to set up correct logging and monitoring for your application, as well as what to log and what not to log in order to detect those incidents on time.

It is extremely important for the security of your company to know what's currently happening to your application. This can be achieved by proper application logging and monitoring. In this course, Secure Coding: Preventing Insufficient Logging & Monitoring, you will learn what to think of when setting up logging and monitoring for applications. First, You will learn what is meant with the risk of insufficient logging and monitoring. Next, you'll explore what your application should and shouldn't log. Finally, you'll discover how to ensure and improve the quality of log files. When you're finished with this course, you'll have all the application logging and monitoring skills and knowledge needed to detect (future) security incidents on time.

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JavaFX: Graphics, Animations and Applications
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 4 hours | Size: 2.3 GB​

Learn JavaFX 8 from basics and take your Java skills to the next level.

What Will I Learn?

How to install necessary Java software in Windows or Mac or Linux OS
JavaFX basics (stage, scene, graphics etc.)
How to use NetBeans IDE
How to use graphical properties, colors, fonts, styles etc. in JavaFX
How to create JavaFX graphics, e.g. logo, constellation
How to create advanced animations using JavaFX, e.g. bouncing ball, fireworks
How to develop rich desktop applications using JavaFX, e.g. twinkle starfield, UFO, Virtual world

Requirements

Basic knowledge on Java Programming
Be able to understand object-oriented programming
A computer with either Windows or Mac or Linux to install the free software

Description

This course contains several major topics-from basic to intermediate-in JavaFX. Sections are arranged in an order that aids you to quickly learn JavaFX. I have used an incremental approach to teach JavaFX app development as well as animations, assuming no prior knowledge in JavaFX. The course contains necessary coding examples and complete project style programs. There are quizzes and few practice assignments to test your progress. You will develop extensive knowledge on JavaFX and will be able to create Java applications such as Starfield, UFO, Bouncing Balls Animation, Night-Sky Constellation, Fireworks. You will be able to download all the source codes that you will learn in this course.

You will learn:

How to install necessary software and use NetBeans
JavaFX basics (stage, scene, styling, image etc.)
How to develop rich desktop applications using JavaFX 8
How to use graphical properties, colors, fonts, and styles
How to use object-oriented programming in JavaFX
How to create and handle graphics
How to create animations using JavaFX 8

What is JavaFX?

JavaFX is an open source Java-based framework for developing rich client applications. JavaFX is seen as the successor of Swing in the arena of graphical user interface development technology in Java platform. The JavaFX library is available as a public Java application programming interface (API).

Why JavaFX?

JavaFX contains several features that make it a preferred choice for developing rich client applications:

JavaFX is written in Java, which enables you to take advantage of all Java features. You can also use any java editor such as NetBeans, Eclipse etc.
JavaFX supports data binding through its libraries
Integrated Graphics library − JavaFX provides classes for graphics
JavaFX offers to build a user interface (UI): Oracle provides a tool called Scene Builder
JavaFX provides a CSS type styling. By using this, you can improve the design of your application with a simple knowledge of CSS
JavaFX lets you embed web content in the application
JavaFX provides out-of-the-box support for applying animations, which are important for developing gaming applications. You can achieve sophisticated animations by writing a few lines of code

Who is the target audience?

Anyone who wants to build rich java apps and animation
Anyone who wants a professional development in Java platform
Anyone who wants to take his/her Java skills to the next level

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Understanding Algorithms for Reinforcement Learning
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 231 MB
Genre: eLearning | Language: English​

Reinforcement learning is a type of machine learning which allows decision makers to operate in an unknown environment. In the world of self-driving cars and exploring robots, RL is an important field of study for any student of machine learning.

Traditional machine learning algorithms are used for predictions and classification. Reinforcement learning is about training agents to take decisions to maximize cumulative rewards. In this course, Understanding Algorithms for Reinforcement Learning, you'll learn basic principles of reinforcement learning algorithms, RL taxonomy, and specific policy search techniques such as Q-learning and SARSA. First, you'll discover the objective of reinforcement learning; to find an optimal policy which allows agents to make the right decisions to maximize long-term rewards. You'll study how to model the environment so that RL algorithms are computationally tractable. Next, you'll explore dynamic programming, an important technique used to cache intermediate results which simplify the computation of complex problems. You'll understand and implement policy search techniques such as temporal difference learning (Q-learning) and SARSA which help converge on to an optimal policy for your RL algorithm. Finally, you'll build reinforcement learning platforms which allow study, prototyping, and development of policies, as well as work with both Q-learning and SARSA techniques on OpenAI Gym. By the end of this course, you should have a solid understanding of reinforcement learning techniques, Q-learning and SARSA and be able to implement basic RL algorithms.

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InDesign CC Print Production
.MP4, AVC, 1000 kbps, 1280x720 | English, AAC, 96 kbps, 2 Ch | 1h 33m | 245 MB
Instructor: Shannon Mashek​

InDesign CC is a widely used print design program. This course will teach you the basics of setting up and completing your project within InDesign, including preparing the document, all the way to packaging and exporting the final design for print.

Are you or your company in need of print products but don't know how to put them together? If so, InDesign CC Print Production is the perfect course for you because you'll learn how to use the number one print layout program to successfully produce your print-ready piece. First, you'll learn how to set up and manipulate your document for your specific needs. Next, you'll discover how to correctly incorporate colors and images into your project properly. Finally, you'll explore how to package and export the finished document for the printer. When you're finished with this course, you'll not only be able to create a print product in InDesign but also understand how to export that file properly for printers and other vendors. Software required: InDesign CC.

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Practical Software-Defined Networking and OpenFlow Applications
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 469 MB
Genre: eLearning | Language: English​

This course provides an introduction to software-defined networking (SDN) and OpenFlow applications. Get acquainted with the Microsoft Skype SDN API and explore the SDN infrastructure. Explore real-world applications that you can deploy in your enterprise network. Learn about some of the HP applications available in the HP App Store, and see a demonstration of real-world apps such as the HP Network Protector. This course also goes into Cisco SDN options, the basics of Cisco APIC-EM path trace, and more.

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Machine Learning for iOS Developers
MP4 | Video: 720p | Duration: 1:25:59 | English | Subtitles: VTT | 601.3 MB

​

Do you want to build custom machine learning models to enhance your iOS apps? Even if you're not a machine learning expert, Core ML makes it easy to integrate an existing machine learning model into an iOS application. And with Turi Create, Apple also provides a Python framework that simplifies the development of custom machine learning models. This course provides an introduction to machine learning and the Core ML framework, and covers how to build your own custom machine learning model and integrate it into an iOS app. Upon wrapping up this course, you will have built an image classifier that can distinguish cats from dogs in a provided picture.



Topics include:



Using Turi Create to create custom models
Getting comfortable with Python
Preparing data for Turi Create
Creating a machine learning model with Turi Create
Implementing an image picker controller
Using Core ML and the Vision framework for image classification

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Ongoing Spanish Course 1 (+3 online sessions)
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 14.5 hours | Size: 7.4 GB​

What Will I Learn?

After finishing this course students will reach the A1 level, fluently and naturally. They will speak Spanish from the first lesson, learn about the countries, culture, food and Spanish-speaking people, and immerse themselves into Spanish with some English explanations of difficult concepts.

Requirements

Students will need motivation and passion for learning the language. They will also need an electronic device like a cellphone or a laptop to watch your classes comfortably.

Description

With this Spanish course designed by MSc. Miriam Hidalgo, certified teacher in English and Spanish with more than tewnty (20) years of experience in the teaching field, Ongoing Spanish 1 is designed including a mix of methods, as there are many learning styles, but mainly using the communicative approach. This approach takes into consideration the communicative competence, in which you will learn discourse, linguistic, social and strategic competences to become competent in Spanish.

How you are going to learn with Ongoing Spanish 1? With a mix of contents (vocabulary, grammar, pronunciation, fluency, etc.) and skills such as Listening, Speaking, Writing and Reading. Speak Spanish easily, fluently and naturally from the first second of your course learning about interesting and useful topics.

Speak Spanish throughout our:

-8 Sections divided in 58 different lessons.

-More than 16 hours of fluent Spanish speaking.

-3 online group discussions through zoom directly with your instructor.

-Be part of our Facebook Group for more information, updates, live sessions, the latest news and events: Learn Spanish 1 to 1

-Let's acquire the Spanish language while you learn about the countries, food, clothing, house, culture and much more.
Who is the target audience?

This course has been designed for elementary students, but any students who wants to improve pronunciation and fluency can benefit from it too.

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Linux Mastery: Master the Linux Command Line in 11.5 Hours
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 11.5 Hours | Lec: 67 | 1.65 GB
Genre: eLearning | Language: English​

Learn the Linux Command Line from Scratch and Improve your Career with the World's Most Fun Project-Based Linux Course!

Hello and welcome to the Linux Mastery Course where you are going to master the Linux command line in a project-based and unforgettable way.

This course has been expertly crafted by an award-winning University Lecturer to make sure that you rapidly improve your Linux skills, Turbocharge your productivity and Boost your career with no time wasting and no useless fluff.

Course Structure

Topic 1) Mastering the Linux Terminal

Understand the How AND Why of the Linux Command Line
If you want true mastery, it's not enough to learn how to do something. You need to understand why.

In this section, you will learn what Linux commands are, and how they are structured so that you can get valuable insight into how working with the Linux command line works, rather than just memorising command after command after command like other Linux courses will make you do.

You will learn important concepts such as:

The difference between the Linux terminal and the shell
Command Input and Output
Data Redirection.
Connecting Linux Commands together to Build Sophisticated Data Pipelines.
And so many other useful concepts that will give you the fundamental skills to confidently use the command line to accomplish anything you want.

This course also focuses on empowering you to be an independent learner of the Linux operating system so you will also learn how to use the Linux Manual.

Knowing how to use the Linux manual will give you the independence to do what you want to do, rather than just what other people have shown you.

Topic 2) Mastering the Linux File System

Increase Productivity by Working with Files from the Linux Command Line
Once you've become a master of the Linux terminal and understood the critical concepts behind what you're doing, you will then move on to gain mastery over the Linux File System.

Working with Files is what we do 99% of the time when we work with computers and in this section you will learn how to navigate the file system from the command line and perform a whole bunch of tasks with files and folders such as:

How to Create files and folders in Linux
How to Delete files and folders in Linux
How to Copy and paste files and folders in Linux.
How to Move and Rename files and folders in Linux.
How to Find files and Sort data in Linux.
How to Backup and Compress files and folders in Linux.
But you'll do it all from the Linux command line!

You will also learn some productivity tips to squeeze every bit of juice out of your command line work as well as getting a tour of the Linux file system so that you feel right at home

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Autumn Oil Paint: Post Processing Video
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 21M | 196 MB
Genre: eLearning | Language: English​

JOIN US IN THIS EVER CHANGING INDUSTRY AS WE KEEP YOU UP TO DATE WITH TECHNIQUES.

TOPICS COVERED:Baby Skin Retouching, Adult Skin Retouching, Compositing, Basic to Advanced Lightroom Techniques, Vintage Tinting and Toning, Working with all lighting conditions including controlling or bringing back light, Realistic Editing to advanced colour change techniques, B&W conversions, the creative editing process, reducing and adding elements to draw attention, indoor and outdoor edits and so much more.

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Learning Terraform
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 20M | 460 MB
Genre: eLearning | Language: English​

Terraform is a DevOps tool for declarative infrastructure-infrastructure as code. It simplifies and accelerates the configuration of cloud-based environments. In this course, Adron Hall shows how to use Terraform to deploy resources and set up immutable infrastructure in Azure, Amazon Web Services, and Google Cloud Platform. Learn how to deploy servers, virtual machines, and clusters, and understand the nuances of each cloud services platform. Discover how to use Terraform CLI commands and string together Terraform executions with variables. Adron also includes a chapter on patterns, best practices, and workflow steps that will keep your infrastructure and Terraform projects manageable and shows how to extend Terraform with plugins and the HashiCrop open-source tooling suite.

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Data Science with Python for Students & Beginners
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 4.5 Hours | Lec: 29 | 679 MB
Genre: eLearning | Language: English​

A crisp start in Data Science & Analysis using Numpy, Scipy, Sympy, MatDescriptionlib, Pandas with live examples !

Data Scientists are most in demand & enjoy one of the top-paying jobs in the industry, with an average salary of $120,000 as per the data from Glassdoor and Indeed. That's just the average! And also its interesting work too!

So whom is the course for? If you are a student, an IT professional, an analyst, a scientist or an academic and you're looking to make the transition to data science, or you're a student, and you want to learn what data science is all about. If you've got some programming or scripting knowledge, this course will teach you the techniques used by real data scientists and machine learning practitioners in the tech industry - and prepare you for a move into this hot career path.

The course covers

Numpy
MatDescriptionLib
Scipy
Sympy
Pandas
This course is a short course on Data science to enable you to start learning & using the fundamentals immediately.

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Learn by Examples-Apache SolR Search Server from Scratch
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5.5 Hours | Lec: 20 | 800 MB
Genre: eLearning | Language: English​

Actual business use of SolR Search. Implementation of real time applications Apache SolR search through Java Utility

Solr is a scalable, ready to deploy, search/storage engine optimized to search large volumes of text-centric data. Solr is enterprise-ready, fast and highly scalable. In this training, we are going to learn the basics of Solr and how you can use it in real practice.

This course is for developers to understand functions and working of Apache Solr and tesseract to develop applications.

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