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AI and Deep Learning for NLP: Tools and Techniques for the Enterprise
MP4 | Video: AVC 1920x1080 | Audio: AAC 44KHz 2ch | Duration: 3.5 Hours | 7.24 GB
Genre: eLearning | Language: English​

What is this video about, and why is it important?

Natural language processing (NLP) involves the application of machine learning and other statistical techniques to derive insights from language. As the volume of text-based data, such as documents, tweets, and email, continues to grow, techniques in natural language processing are becoming central to modern intelligent applications.

This video will bring you up-to-speed on the state of NLP, and explore current approaches to integrate AI and deep learning at scale for NLP. You'll learn strategies for moving from proof of concept to a full-scale product, understand key techniques in NLP, and learn how to integrate these techniques based on the goals for your business.

In this series of five curated talks from O'Reilly's Artificial Intelligence Conference in New York, June 2017, you'll join a group of experts in the field of AI to discover deep learning breakthroughs for conversational AI, understand the technologies involved with this emerging field, and learn what is possible with current NLP techniques.

What you'll learn-and how you can apply it

Explore the current landscape relating to natural language understanding in the enterprise, including bots, natural language processing, and text generation
Understand the challenges of and techniques for scaling up NLP in the enterprise
Learn about recent deep learning breakthroughs for conversational AI, and how they can be utilized in practice
Understand the research underpinning AI products and services powered by language understanding
Learn about current approaches in reading comprehension, and how they can be used as a benchmark for evaluating NLP systems
Gain a broad understanding of techniques in advanced natural language generation, options for related technologies, and how to choose the best options for your business goals
Discover examples of the practical applications of artificial intelligence in the context of machine reading and writing, including questioning, answering, and decision making
Explore key research areas and learn how they will power new products and services in language understanding
Understand the current state of the art in NLP
Identify traditional versus new deep learning-based approaches to NLP, and understand when to utilize each approach
This video is for you because...

You are a data scientist who needs to process natural language data, and you are interested in moving from traditional to deep learning-based techniques
You are a manager or executive working in an organization that needs to process language-based data, and you want to understand the latest options, technologies, and best practices for utilizing text data to improve your products or services

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Creating a VR Shooter Game Using Optimized Techniques
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 565 MB
Genre: eLearning | Language: English​

With the major release of Unreal Engine 4, Epic Games has registered its presence in the world of Virtual Reality. Following the release of such popular product launches as Oculus, HTC Vive, Samsung Gear, and more, VR has gained a lot of ground and is a booming industry today.

In this volume we are going to create a Shooter game in VR by learning variations in movement and interaction techniques and by creating dummy enemies. Next we explore how to create UI elements for VR games while learning about optimization techniques and where we can distribute our VR application. We will look at SDKs that support your preferred hardware, and the different engines that you can use to create Virtual Reality content while understanding their strengths and weaknesses. Moving on, you'll learn how to boost the performance of your VR apps by profiling, rendering, and setting up your VR kits. By the end, you will have created a VR game and developed a comprehensive VR experience using Unreal.

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Advanced Concepts of PHP Reactive Programming
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 42M | 379 MB
Genre: eLearning | Language: English​

Reactive Programming helps us write code that is concise, clear, and readable. Combining the power of reactive programming and PHP, one of the most widely used languages, will enable you to create web applications more pragmatically. PHP Reactive Programming will teach you the benefits of reactive programming via real-world examples with a hands-on approach. Reactive programming goes hand in hand with asynchronous programming; we'll work a lot with event loops, blocking and non-blocking code, sub processes and IPC.We start with introducing PHP streams and event loop. We'll also introduce the concept of higher-order Observables as a more advanced functionality of Rx. Moving on to more interesting aspects; you will implement a web socket backend by developing a browser game. You will learn to implement quite complex reactive systems while avoiding pitfalls such as circular dependencies by moving the RxJS logic from the frontend to the backend. The video will then focus on writing extendable RxPHP code by developing a code testing tool and also cover Using RxPHP on both the server and client side of the application. With a concluding video on reactive programming practices, this video will serve as a complete guide for you to start writing reactive applications in PHP.

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Azure Web Sites
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | Lec: | 191 MB
Genre: eLearning | Language: English​

It's never been easier to deploy to Microsoft Azure with the new Web Sites offering. Learn about the differences when comparing to cloud services (web roles), tooling integration in Visual Studio and WebMatrix, and all the various deployment mechanisms you can employ. Also covered: logging, scaling, and monitoring.

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Modern Search Engine Optimization with Mike North (2017)
WEBRip | English | MP4 + Project files | 1280 x 720 | AVC ~368 kbps | 25 fps
AAC | 202 Kbps | 48.0 KHz | 2 channels | 04:04:55 | 1.05 GB
Genre: eLearning Video / SEO
Extend your application's reach with a thorough understanding of modern search engine optimization (SEO). Empower search engines to index and represent your content in the best way possible! Mike North gives you all the tips and techniques you need for your site to be easily found on Google, and teach you how to take advantage of advanced features on Facebook, and Twitter to boost user engagement.​

Modern SEO

00:00:00 - 00:05:15 Introduction Mike North introduces his Search Engine Optimization (SEO) course reviewing the importance of following SEO and the course agenda.

Traditional SEO Strategies

00:05:16 - 00:14:08 Traditional SEO Strategies Introduction Reviewing traditional paths to SEO, Mike talks about building a site with unique and target content that is easy for web spiders to index.
00:14:09 - 00:21:24 SEO Strategies for Business with Physical Locations Mike talks about tips and process for brick-and-mortar businesses.
00:21:25 - 00:30:33 PageRank Discussing the first algorithm used by Google for search results, Mike reviews Page Rank. PageRank works by counting the number and quality of links to a page to determine a rough estimate of how the importance of a site compared to other sites of a similar nature or content. Mike answers PageRank questions from students.
00:30:34 - 00:36:20 Long Tail Keywords Mike reviews long tail keywords, which are three and four keyword phrases that are very specific to a site's content or business. Compared to the relatively fewer top keywords with higher demand, long tail keywords are more plentiful and therefore more cost effective to use.
00:36:21 - 00:49:30 SEO Keyword Tools Demonstrating two tools for finding potential keywords, Mike shows how to use Google's Keyword Planner and Google Trends.
00:49:31 - 00:58:06 Link Building Campaigns To improve a site's SEO, Mike demonstrates how to build authority within an industry and research competitor's sites to help with link building strategy.
00:58:07 - 01:00:31 White Hat SEO vs. Black Hat SEO Mike talks about the desire for organic, sustainable growth with SEO tactics rather than trying to subvert search engine algorithms. Gains from these furtive tactics, known as Black Hat SEO, might result in short term gains but are quickly found out and penalized with poor search engine rankings.
01:00:32 - 01:10:59 Removing Bad Links If your site has bad links that have been indexed by Google, Mike reviews tools and tips to eliminate these links and inform Google that you disavow them. Mike takes questions from students.
01:11:00 - 01:24:10 Ad Campaigns Besides organic SEO, Mike introduces buying ads on search engines as a way to drive traffic.
01:24:11 - 01:33:26 Challenge 1: Basic Metadata In this challenge, students write metadata for an example site.
01:33:27 - 01:45:12 Challenge 1: Solution Mike reviews platforms that allow developers to provide a richer context for pages. Mike demonstrates how Facebook's Open Graph protocol enables developers to integrate their pages into a limited subsection social graph to give more information as to what content can be found at a URL.

Social Metadata

01:45:13 - 01:58:01 Facebook OpenGraph Mike introduces the OpenGraph protocol, which can add Facebook and Twitter social media functionality to pages through the use of specific HTML5 metadata elements.
01:58:02 - 02:05:22 Challenge 2: OpenGraph In this challenge, students add Open Graph data to pages on an example site.
02:05:23 - 02:20:03 Challenge 2: Solution Mike walks through the solution to Challenge 2.
02:20:04 - 02:33:05 Twitter Cards To bring richer context of pages on Twitter, Mike shows how to build Twitter Cards.
02:33:06 - 02:37:00 Challenge 3: Twitter Cards In this challenge, students add Twitter metadata to pages for build Twitter Cards.
02:37:01 - 02:45:47 Challenge 3: Solution Mike walks through the solution to Challenge 3.
02:45:48 - 02:50:09 Pinterest Rich Pins Called Rich Pins, Mike reviews the social metadata for the Pinterest social network including article and reviews pins.

Structured Data

02:50:10 - 03:02:08 Structured Data Introduction Mike shows how structured data for events, products, reviews, recipes, and more that placed in the HTML body element can be used by various services like Gmail and Google search results to provide a richer, interactive experience.
03:02:09 - 03:05:52 Challenge 4: Course Data In this challenge, students add Open Graph data for course data and breadcrumbs.
03:05:53 - 03:14:40 Challenge 4: Solution Mike walks through the solution to Challenge 4.

Mobile Optimizations

03:14:41 - 03:28:36 Preparing for Mobile Devices With Google's showing preference to sites built for mobile delivery, Mike reviews tips and techniques for responsive web design development including viewport media queries, meta tags, manifest JSON files, icons, and more.
03:28:37 - 03:31:23 Challenge 5: Mobile Optimizations In this challenge, students prepare a web site for mobile fitness.
03:31:24 - 03:49:06 Challenge 5: Solution Mike walks through the solution to Challenge 5.

Accelerated Mobile Pages (AMP) Project

03:49:07 - 03:59:15 Introducing AMP Project Mike introduces Accelerated Mobile Pages (AMP) Project which is a type of HTML design for fast mobile web browsing.
03:59:16 - 04:00:49 Challenge 6: Building AMP Pages In this challenge, students create an application that delivers AMP for mobile devices.
04:00:50 - 04:06:26 Challenge 6: Solution Mike walks through the solution to Challenge 6.

Wrapping Up Modern SEO

04:06:27 - 04:07:02 Wrapping Up Mike wraps up the Modern SEO course.

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Build Cross-Platform Desktop Apps with Electron (2017)
WEBRip | English | MP4 + Project files | 1920 x 1080 | AVC ~583 kbps | 25 fps
AAC | 102 Kbps | 48.0 KHz | 2 channels | 4h 48mn | 1.22 GB
Genre: eLearning Video / Development, Programming
Learn how to build desktop applications with Electron, the underlying technology for Github's Atom text editor, Microsoft's Visual Studio Code IDE, Slack's desktop application, and many others! Learn to build cross-platform desktop web applications for MacOS, Windows, and Linux with JavaScript.​

Manage Electron's multiple process architecture and facilitate communication between processes. Build applications that live in the system's menu bar or taskbar. And learn to debug, test, package and distribute your applications on multiple operating systems.

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How to Install Windows 8
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 37M | Lec: 5 | 119 MB
Genre: eLearning | Language: English
How to Install Windows 8 - This class will provide students with a step by step example of installing Windows 8​

This is the Windows 8 installation walkthrough course.

This course is designed for:

novices and beginners
Learners who would like to know what it takes to install the Windows 8 operating system
Learners who have never installed Windows 8 from scratch before
This course:

introduces users to a high level view of the Windows 8 operating system
provides helpful links in case you need additional help from Microsoft or the community
gives a high level overview of the different Windows 8 version options is discussed to help you purchase and install the right version
delivers a step by step walkthrough of a basic deployment of Windows 8 to a computer (also works on a virtual machine)
will wrap up the walkthrough with steps necessary to keep your Windows 8 patched and up to date
will discuss security software with web site examples you can visit for free versions of security software
A screen step by step installation walkthrough is provided.

At the end of the course, a document containing all of the URL links discussed in the course is attached to the lecture.

If you view this course from end to end, it will take you about 45 minutes. If you are following along as you install Windows 8, and complete your post install updates, maybe 4 hours plus more if you are downloading your install rather than purchasing it and also it depends on the speed of your hardware and your ability to navigate around the operating system.

This course has been designed so that you can follow along step by step in your own Windows 8 installation.

You should take this course if you have never worked with or installed Windows 8 before and are looking to start but aren't sure what to purchase or how to answer the questions asked during the installation process. You will also benefit from instructions for keeping your Windows 8 up to date through official software patches from Microsoft

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OpenStack Certification, 2/e
MP4 | Video: AVC 1280x720 | Audio: AAC 48KHz 2ch | Duration: 5 Hours | 22 GB
Genre: eLearning | Language: English​

OpenStack Certification Complete Video Course is a unique video product that provides a solid understanding of OpenStack, so you can pass two certification exams: the Certified OpenStack Administrator exam from OpenStack Foundation and the Red Hat Certified System Administrator (RHCSA) in Red Hat OpenStack exam. In addition to helping you study for your chosen exam, this thorough video course provides in-depth insight and knowledge about OpenStack to help IT Administrators, designers, and architects get practical knowledge on how to implement OpenStack-based cloud solutions.

OpenStack Certification Complete Video Course contains full coverage of every objective in the OpenStack.org exam and the newly updated Red Hat System Administrator in Red Hat OpenStack exam. You will also find lab demos, whiteboard instruction, exercises, and labs to help you study for the exams and also help you gain first-hand experience working in the Red Hat and OpenStack platforms.

Topics include:
Module 1: Introduction
Lesson 1: Understanding OpenStack
Lesson 2: Exploring OpenStack Components
Lesson 3: Deploying Red Hat OpenStack with Packstack
Lesson 4: Deploying OpenStack on Ubuntu

Module 2: Managing Instances
Lesson 5: Managing OpenStack with Horizon
Lesson 6: Managing OpenStack from the Command Line
Lesson 7: Managing Back-End Services
Lesson 8: Managing Keystone

Module 3: Managing Storage
Lesson 9: Implementing Object Storage with Swift
Lesson 10: Implementing Object Storage with Ceph
Lesson 11: Managing Glance Image Services
Lesson 12: Managing Cinder Block Storage

Module 4: Managing Networking
Lesson 13: Understanding Neutron Networking
Lesson 14: Managing Neutron Networking Services
Lesson 15: Managing Nova Compute and Instances
Lesson 16: Implementing OpenStack

Module 5: Version 8 Updates to the Red Hat Certified System Administrator in Red Hat OpenStack exam
Lesson 17: Deploying RDO OpenStack with TripleO
Lesson 18: Managing Flavors
Lesson 19 Adding Compute Nodes
Lesson 20: Managing Block Storage
Lesson 21: Customizing Instances
Lesson 22: Using Heat and Ceilome

Module 6: Exam Preparation Labs
Lesson 23: RHCSA OpenStack Final Lab
Lesson 24: Certified OpenStack Administrator Final Lab

About the Instructor
Sander van Vugt is an independent Linux trainer, author, and consultant living in the Netherlands. Sander has written numerous books about different Linux-related topics and many articles for Linux publications around the world; he is also the author of the bestselling RHCSA LiveLessons and RHCE LiveLessons video courses. Sander has been teaching Red Hat, SUSE, and LPI Linux classes since 1994. As a consultant, he specializes in Linux high availability solutions and performance optimization. More information about Sander is on his website at

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Skill Level

Beginning to Intermediate
What You Will Learn

OpenStack Basics
OpenStack Components
Deploying Red Hat OpenStack with Packstack
Deploying OpenStack on Ubuntu
Managing OpenStack with Horizon
Managing OpenStack from the Command Line
Managing Back-End Services Managing Keystone
Implementing Object Storage with Swift
Implementing Object Storage with Ceph
Managing Glance Image Services
Managing Cinder Block Storage
Understanding Neutron Networking
Managing Neutron Networking Services
Managing Nova Compute and Instances
Implementing OpenStack
RHCSA OpenStack Final Lab
Certified OpenStack Administrator Final Lab

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Cisco Voice Solutions for Small Business - ATA
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 679 MB
Genre: eLearning | Language: English​

With the rise of start-ups and self-made business, Network Engineering for small businesses has seen an increase in demand, and businesses are always on the lookout for engineers who can configure networks that meet their needs and provide support once they're set up. Cisco provides a number of options both in terms of hardware and software to address these networking needs at various levels.

In this video tutorial, we dive right into implementing Cisco Voice Solutions for your small business. You'll learn to design your network and work with different network topologies. In the first section, you'll explore the different hardware options over your network, and how they are brought together to create your basic connection. You'll learn to install and work with modems, routers, and analog telephones. Next, you'll dive into implementing Gateway and Trunk Connections with various hardware options provided by Cisco.

Moving on, you'll learn to set up a fax system for your organization's end points, and extend that with voice connections such as Google Voice. After that, you'll dive into different topologies and learn to implement each of these depending on the requirement. You'll see how to configure your network, practically manage your device's IP addresses, and work with different Cisco dial plans. Finally, you'll find out how to verify and validate calls made over your network, efficiently managing your network's incoming and outgoing traffic.

By the end of this course, you will be well-versed with building, configuring, and maintaining an efficient voice network for your small business.

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Learn to Create Deliverable Brand Identity Package
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 15 | 145 MB
Genre: eLearning | Language: English
How to deliver Professional Identity Package​

Brand Identity creation is exciting but tedious task so most of the time packaging and delivery takes less concentration. In designing world, delivery and presentation is the most important stage as this is the time your client see the impression of your work or you can create WOW experience.

In this course, we will design a packaging of Logo Identity assets; we will quickly learn three, different software and this include Adobe Photoshop, InDesign and Illustrator. We will look into the presentation concepts, how we can package the Brand Identity Asset along with Logo guideline, color guide and Typographical guide. Also how we can get the client attention and what solutions are available to share the contents with version control.

What is Brand, Identity and Logo
How to create Logo, Brand Identity set, Guides
How to package the final deliverable
What clouds solutions are available to share the contents with clients and maintain the variations

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Accredited Photography Diploma Beginners photography course
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | Lec: 35 | 340 MB
Genre: eLearning | Language: English
Master your camera & photography with aperture,shutter speed,iso,white balance & more digital photography fundamentals​

This level 1 accredited photography course will give you the key knowledge needed to become the master of your camera, covering the various functions of your camera, whilst giving you insights into shooting on location.

If you are a beginner, then this course was made for you as it breaks down key complex topics, which include:

Shooting modes
Rule Of Thirds
Aperture
Shutter Speed
ISO
White Balance
Metering
Starting right from the beginning to help with any of the frustrations of understanding your camera.

The Accredited Photography Diploma presents the curriculum via the use of animated presentations, as it has been proven to increase learning, as the information is taken in via sight as well as verbally. This course uses a fun approach to learning with animations and a variety of quizzes to make sure you are retaining the information taught and are ready for the final assignment-which you will have 6 weeks to complete the module, as well as a one hour exam in order to gain your CDP Level 1 Photography Diploma*, should you choose to do so.

*Processing fee applies

What is a CPD Diploma

CPD is an abbreviation for Continued Professional Development and it is an internationally recognised qualification that makes a statement to present and future employers, as well as to yourself that you have a commitment in your growth and can be added to your LinkedIn profile and CV.

This course is work 200 CPD points.

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Scotty West - Absolutely Understand Guitar (2017)
WEBRip | English | M4V + PDF Guides | 704 x 480 | AVC ~1447 kbps | 29.922 fps
DVDRip's | 160 kbps | 48.0 KHz | 2 channels | 32:22:23 | 21.07 GB
Genre: eLearning Video / Guitar lesson
Scotty's DVD guitar instruction videos teach you to actually think on your guitar. If a picture is worth a thousand words, these 32 hour-long guitar instruction videos are absolutely priceless! Close-ups of guitar chord and scale finger positions, multiple camera angles and large, easy-to-read graphics make this visual method of guitar instruction unbeatable. You understand guitar better when Scotty shows you how to do it and then explains how it all works right there on your screen! It's like having world class private lessons right in your own home.​

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Many guitar instruction videos present their information in the wrong order. You get lots of scattered information, but you don't see how it all works together. Many of you have been trying to understand music for years.

Scotty's guitar instruction videos are unique. With his 40 years of playing, 25 years of guitar instruction experience and literally thousands of happy students, Scotty has figured out how best to express music concepts in the correct order so that you'll finally get "The Big Picture". Everybody understands guitar the way he explains it. Beginners get off to the best possible start while experienced players fill in the frustrating gaps in their knowledge that are holding them back.

Scotty's guitar instruction video course comes with a complete printed support material package including the official course handbook. All the finger charts and graphs that he introduces in the video lessons are printed in the book for easy review and memorization. There is also a complete guitar fingering encyclopedia with nearly every chord and scale pattern known to man ... and it's all integrated with the lessons on video.

Scotty's guitar instruction videos work equally well for all styles of music ... electric or acoustic. His specialty is helping folks learn to jam and improvise. These guitar instruction videos aren't filled with that same old B.S. or fluff. It's not like that boring stuff from grade school music class. It's not one of those quick-fix "Learn to play like Jimi Hendrix in an hour" rip-offs. It's an integrated, graduated, lean, mean, 21st Century, popular music supercourse ... the right stuff presented in the right order ... everything ya' need and nothin' ya' don't.

Includes:

- 32 hours of guitar instruction.
- High resolution, full screen DVD video.
- Professionally written, filmed and edited.
- Multiple camera angles.
- Close-ups of guitar chord and scale finger positions.
- Large easy to read scale and chord fingering charts.

The official guitar course handbook, the finger charts and graphs used in the video lessons are included in pdf files.

Price: $195
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