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Packt Publishing - Julia Solutions
Duration: 2h 52m | Video: h264, yuv420p, 1280x720 | Audio: aac, 44100 Hz, 1 ch | 335 MB
Genre: eLearning, Programming | Language: English​

by Jalem Raj Rohit
Publisher: Packt Publishing
Release Date: January 2017
ISBN: 9781787283299
Topics: Analytics

Comprehensive guide to learn data science for a Julia programmer, right from the exploratory analytics part to the visualization part.
Follow a practical approach to learn Julia programming the easy way
Get an extensive coverage of Julia's packages for statistical analysis
This video-based approach will help you get familiar with the key concepts in Julia

Want to handle everything that Julia can throw at you and get the most of it every day? This practical guide to programming with Julia for performing numerical computation will make you more productive and able to work with data more efficiently. The video starts with the main features of Julia to help you quickly refresh your knowledge of functions, modules, and arrays. We'll also show you how to utilize the Julia language to identify, retrieve, and transform data sets so you can perform data analysis and data manipulation. Later on, you'll see how to optimize data science programs with parallel computing and memory allocation. You'll get familiar with the concepts of package development and networking to solve numerical problems using the Julia platform.

This video course includes recipes on identifying and classifying data science problems, data modelling, data analysis, data manipulation, meta-programming, multidimensional arrays, and parallel computing. By the end of the course, you will acquire the skills to work more effectively with your data.

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Metal Method - Easy Guitar Modes Package
WEBRip | English | MP4 + PDF tabs + MP3 jam tracks | 1280 x 720 | AVC ~5527 kbps | 29.970 fps
AAC 192 Kbps 48.0 KHz | 2 channels | 03:11:24 | 7.65 GB​

Genre: eLearning Video / Guitar lesson

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Simple system is based on a basic pattern you can learn right away

-Move this pattern to other keys and octaves
-Change just one note, link it to the first pattern
-Quickly learn to cover large areas of the fretboard

For Players at Different Skill Levels

-Easy-to-follow on-screen animated tab
-Simple patterns
-Clear diagrams
-Examples played at 50bpm (that’s really slow!)
-Simple solos for beginners
-More advanced solos for intermediate players

Here's What You Get

*Clear instruction videos
*Tab PDFs
*Guitar Pro files
*23 Backing tracks
*Instructor support via forum and e-mail

You Will Learn...

-Seven modes
-The unique sounds of these modes
-Pentatonic shapes "hiding" in the diatonic patterns
-Linking patterns and moving them to other keys and octaves
-Aggressive Phrygian riffs
-Smooth legato licks
-Several complete musical pieces and solos
-Common minor progressions and how to play over them
-The circle of fourths and the "Power Metal" sound
-Standard jazz progression (ii-V-I)
-Modal harmony
-The mode spectrum
...and more!

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Bruce Arnold's - Jazz Guitar for Beginners
DATA-DVD | English | MP4 + PDF tabs + MP3 jam tracks | 428 x 240 | AVC ~500 kbps | 29.970 fps
MP3 128 Kbps 44.1 KHz | 2 channels | ~3 hours | 1.16 GB​

Genre: eLearning Video / Guitar lesson

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As is the case with all of the arts, you can read all of the books on the subject but the only way to truly learn the form is to study with a master. And the sooner you find your mentor, the better.

Beginning Jazz Guitar is not just a solid starter jazz guitar course, it's also your apprenticeship with a jazz master who is supremely qualified to be your guide throughout the many study phases you will undertake on your journey towards becoming proficient in all aspects of jazz guitar.

Bruce Arnold may likely be the most talented, most prolific and most accomplished composer, player and jazz educator on the planet. Bruce runs the guitar programs at Princeton University and New York University, hosts the Summer Jazz Workshops in NYC, and is widely respected by peers and students alike as a "powerhouse in the world of jazz education."

Arnold has published over one hundred books and courses on subjects including improvisation, ear training, sight reading and rhythmic studies. With over twenty five CD and DVD recordings to his credit, Arnold tours internationally and has played with a diverse range of musicians including Stuart Hamm, Peter Erskine, Joe Pass, Joe Lovano, Lenny Pickett, Randy Brecker, Stanley Clarke, the Boston Symphony Orchestra and the Absolute Ensemble under the baton of Kristjan Järvi.

Arnold is enthusiastic about using software to accelerate the learning process. "Most beginner students realize that jazz is a complicated musical style and that they will need to develop a lot of tools to play it well. A famous jazz musician once said 'jazz can be taught in just three lessons; 1st lesson: practice for 10 years; 2nd lesson: practice and perform for 10 years; 3rd lesson: practice, perform and develop your art for 10 years.' Hopefully we can drastically shorten that 30-year cycle by leveraging some of the educational tools we have available to us today such as interactive video and online learning assets ."

Beginning Jazz Guitar takes ready advantage of today's educational technologies. "Before we had tools like the Internet, DVDs, CD-ROMs and software, it took much longer to learn because it was harder to access relevant information. I've included all of the information in this course that I consider to be important components in your early development as a jazz musician."

All of the great players agree that the best first step is learning the basics no matter how arduous that task might be. "The exercises I recommend will range from inspiring to challenging. The inspiring ones will keep you coming back to the guitar each day; the challenging ones will build and strengthen your chops. You're learning a new language and this takes time and dedication. Stick with it and you'll reap rewards that you'll enjoy for rest of your life."

Arnold makes the learning process fun and engaging. "You'll "play" your way through the Beginning Jazz Guitar lessons by applying the scales, arpeggios and techniques that I teach you, over dozens of practice rhythm tracks that I've prepared for you. This way you put your newly gained knowledge to immediate use by learning how to improvise right from the start."

"Bruce Arnold may likely be the most talented, most prolific and most accomplished composer, player and jazz educator on the planet."

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Career Academy - Introduction to Business Accounting
.MP4, AVC, 500 kbps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 7.2 hours | 1.68 GB
Language: English​

Instructor: Susan Schmit

This course covers the basics of business accounting. Students will learn about the accounting equation, analyzing transactions, preparing a worksheet, financial statements, and the fiscal year.

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The Complete Android Lollipop Development Course-Build Apps!
WEBRip | English | MP4 | 1280 x 720 | AVC ~305 kbps | 30 fps
AAC | 58.1 Kbps | 48.0 KHz | 2 channels | ~24 hours | 4.55 GB​

Genre: Video Tutorial

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Content:

01 Introduction
02 Installation and Setup on Microsoft Windows
03 Installation and Setup on OS X for Mac users
04 Installation And Setup On Linux
05 Getting Started
06 Your first Android App
07 Android Development Overview
08 Debugging
09 Button Press Counter App
10 Calculator App
11 Top 10 Apps Downloader
12 Youtube Video Player
13 Building and Deploying
14 Android Studio
15 Flickr Browser App
16 Layouts
17 Databases
18 Tims Other Courses On Udemy
19 Extras

Did you know there are over one BILLION Android devices? And millions (yes millions) are getting activated each day. Android is huge, and right now there is a huge opportunity for you to become an app developer with a captive market! This course is designed to get you up to speed with programming fast so you can get your creations in front of that massive, eager group of Android device owners just waiting to download your app creations!

OVER 10,000 students have signed up for this course and are learning how to become Android developers with over to TWENTY FOUR (24) hours of contentalready added and more being added each week!

In this course, learn how to build progressively more complex Apps using Android Lollipop: you will start off by building basic apps, and progress to a calculator, an app that downloads a list of top 10 apps each day, and even your very own Youtube video player.

We progress to an Flickr image app showing of Material design concepts in Android Lollipop and move on to Content Providers and databases.

And there is a lot more to come!
Note - 6 apps are already ready to go in the course for you to type along and learn, and another eight are being added in the coming weeks. 14 apps in total!

The focus for the first five apps is Eclipse (Android Developer Tools) and then from the 6th apps onwards all apps will be developed using Android Studio.

This is a 100% unique approach to ensure you have skills in the two most popular development environments for Android, whilst ensuring you stay up to date with that latest tools like the recently released Android Studio.

Closed caption support added - Perfect for people who do not have English as a first language or have hearing difficulties, or just for people who prefer sub-titles on videos. You will be able to turn closed captions on and off at any time!

** NEWLY ADDED February 2nd, 2015 - The Friend app, involving the use of a SQLite Database and using a Content Provider created from scratch **

*** NEWLY ADDED January 18th, 2015 - SQLite how to use from the command and an new code to create and manipulate a database from an Android app as well ***

*** NEWLY ADDED January 10th, 2015 Section for installation and setup for Linux users ***

*** NEWLY ADDED January 6th, 2015 Section on Databases in Android with SQLite ***

*** NEWLY ADDED Content on January 3rd 2015 - New videos showing fixes to address bugs in Android Studio ***

** NEWLY ADDED Content on December 24th - new Layout section - how to get the most out of Android Layouts. New videos to cover Genymotion,Android Studio, an Android developer tools (getting them to work after Google "broke" them!)

Recently added app shows how to use Material Design, AppCompat (for downwards compatibility, Picasso (image library) as well as RecyclerView and CardView.

New content on the way each week - stay tuned for another 8 complete apps to learn from teaching you aspects of Android Lollipop.

These apps will take advantage of, and showcase the new features of Android Lollipop. See the main section below for specifics on what will be covered in these new apps!

Other topics we will be covering in the course include: Android TV, Services, Content Providers, SQLite, Network Service Discovery, Inter device communication, Admob, Google Play, Game Services, and more!

Have fun learning!
Confused by Layouts? Released now is a series of videos helping you to understand Layouts. From FlowLayout, LinearLayout, TableLayout, and RelativeLayout and how to use each and everyone of them, as well as how to use combinations of them and build complex interfaces using layouts within other layouts!

Are you sick of those courses or tutorials you try and follow they never really explain why things are being done in a certain way, or just assume you are a guru before you begin?

If so, this course is for you. Tim goes into depth with Android teaching not only the how, but also the why! Finally a course that teaches you real skills you can use and understand.

And its most definitely newbie friendly, even if you have never coded before. But experienced coders will get a lot out of the course as well!

Whether you've already been creating apps for Android, or you're ready to get started, this course is designed to help you become one of the first developers on Android's new Lollipop system!

Lollipop is geared toward better interaction between the user and the device, which means that programmers need to completely revamp the way they create apps. This course is designed to help you get the skills you need so you can be at the forefront of Lollipop app development.

Master App Building for Android Lollipop

Understand naming conventions.
Install and Configure tools on Windows or Mac (videos for both platforms included).
Learn Debugging Techniques
Explore how Android works "under the hood".
Understand how to build Android Apps.
How to use the new Android SDK Lollipop while still targeting older versions of Android, and how to support the majority of Android devices out there.
Be Part of The Next Generation of Android

Android 5.0, or Lollipop, is the biggest thing to come to Android devices (including tablets) since the development of the Android system.

With Lollipop, you'll never have to miss new email with new displays allowing your inbox to show next to the message you're reading. And with new ripple animations, you'll be able to touch and swipe your screen in new ways.

Developers are just starting to see the potential in this new technology, which means games, videos, and messaging are all about to undergo transformations that were previously unattainable with current platforms.

Combine all this with 64 bit architecture, and improved A/V sync, and you'll be able to use Lollipop to develop apps that you've always dreamed of.

Contents and Overview

During this course you'll learn everything there is to know about developing for Lollipop, including taking advantage of its new animations and crystal clear graphics.

You'll begin with an overview of Lollipop, Google's naming conventions, and Android core concepts.

The majority of Android development uses either Android Developer Tools (Eclipse) and also the newer Android Studio from Google.

In order to maximise your skill set and marketability for future Android work, both tools are explored in detail, include separate setup and configuration videos covering both Mac and Windows.

You'll come away with a solid knowledge of how to install, configure and use both for creating Android apps.

Configuring of Android devices is explored in detail, allowing you to setup your own real Android device for testing or an Android Virtual Device (An emulator which runs on your Mac or PC). This means you can still create apps even if you do not own an Android device!

Once you're up and running with the software, you'll begin hands-on building, beginning with simple apps such as a calculator, a top-10 daily apps display, and even your own Youtube video player.

Each and every step of the build process is shown in detail, and clear explanations are given as to why you are doing things in a certain way, to really solidify your understanding of the Android development process.

Not only can you follow along with the videos step by step and build Android apps, but you will also understand what you are doing as well!

Building these projects will help you understand the basics of Android development, and then in the coming weeks, the more advanced apps being added to the course will show you many of the new techniques and functionality built into the new Lollipop SDK to really make your apps pop!

New Content Being Added To The Course Weekly!

In addition to the five apps already in the course from day one to build, over the next five weeks, you be able to build apps with the following functionality.

A game built from scratch taking advantage of the new game technology in Lollipop.

An all new app that takes advantage of the stunning new material design from Lollipop which brings all new and stunning visual, motion and interaction to your apps.

You'll will also learn how to take advantage of the all new enhanced notification functionality built into Lollipop as well as heads-up, display content and actions in a small floating window.

Webview has been extensively updated in Android L, and we will cover how to take advantage of this new functionality and build in web content direct into your Android apps.

You'll learn how to implement background tasks with the new job schedule API, which is a really cool and powerful feature in Lollipop.

Finally, you will also learn how to implement the new Lollipop camera functionality with our Camera app we build in week 5!

Bonus Java Tutorial Included And Being Added To Weekly!

In addition to the five new apps being added one per week over the next five weeks, a new module for the Java tutorial will be added each week!

Technologies

You will learn how to take advantage of Asynchronous code, XML parsing, downloading, multimedia, advanced API usage, and a lot more!

Not to mention Material Design, AppCompat, Json, and a ton of new and exciting content.

By the time you finish this course, you'll be ready to design and deploy your own work as one of the first wave of Lollipop developers!

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Pluralsight - Styling Angular Applications
Duration: 1h 54m | Video: h264, yuv420p, 1280x720 | Audio: aac, 44100 Hz, 1 ch | 299 MB
Genre: eLearning | Language: English | Project Files​

Angular revolutionizes the way that you architect CSS for modern web applications. But before you can become Angular styling ninjas, you need to take a step back and consider the many different ways that things can be done. In this course, Styling Angular Applications, you'll explore how the framework aligns with web components and what that means for adding styles to components and apps in general. Throughout this course you'll develop systems geared towards organization, scale, and maintainability for HTML and CSS within Angular apps. As you get more comfortable adding and styling components within these systems, you'll consider component themes and the ways that you can transform their look under certain circumstances. By the end of this course, you'll have a strong knowledge of how Angular processes CSS and the many different ways it can be leveraged as part of an overall design system for creating beautiful, organized, maintainable, and future proof web applications.

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Instagram Marketing for Business 1000 New Followers a Month
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 25 | 370 MB
Genre: eLearning | Language: English​

In Instagram Marketing for Business we will give you a FLAWLESS SYSTEM to attract hundreds of new leads on Instagram

When it comes to Instagram Marketing for Business and Social Media in general there are so many different ways to get results on Instagram and it can be difficult and take months of testing to get it right.
This course is Under 2 Hours in length for a reason... we are giving you the tools you need in a quick easy to use format. We have all taken courses with tons of fluff and it is pointless.

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Packt Publishing - Building a Game with Unity and Blender
Duration: 03:58:58 | Video: h264, yuv420p, 1280x720 | Audio: aac, 44100 Hz, 1 ch | 1.07 GB
Genre: eLearning, Programming | Language: English​

Learn how to build a complete 3D game using the industry-leading Unity game development engine and Blender
-Learn the fundamentals of two powerful tools and put the concepts into practice

-Find out how to design and build all the core elements required for a great game-from characters, to environments, to props

-Learn how to integrate Artificial Intelligence (AI) into your game for sophisticated and engaging gameplay

In the wake of the indie game development scene, game development tools are no longer luxury items costing up to millions of dollars but are now affordable by smaller teams or even individual developers. Among these cutting-edge applications, Blender and Unity stand out from the crowd as a powerful combination that allows small-to-no budget indie developers or hobbyists alike to develop games they have always dreamt of creating.

Starting from the beginning, this video will cover designing the game concept, constructing the gameplay, creating the characters and environment, implementing game logic and basic Artificial Intelligence, and finally deploying the game for others to play. By sequentially working through the steps in each section, you will quickly master the skills required to develop your dream game from scratch.

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Pandit Sadanand Naiampalli - Theory and Practice of Tabla
DVD5 | VIDEO_TS, PAL, 2041 kbps, 352x576 | English, AC3, 192 kbps, 2 Ch | 4.5 hours | 4.22 GB
Genre: eLearning Video / Drum-set, Percussion​

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Mr Naimpalli received his training from one of the great educators of tabla, Pandit Taranath Rao. Taranathji's analysis of the repertoire of tabla was based in logic and practicality and this approach is clearly evident in Sadanand Naimpaili's video. Sadanand is one of the finest maestros of tabla. The DVD covers in detail both theory and practice. This is required reading and viewing for anyone wanting to learn to play tabla.

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Tim Sparks' - Roots, Rags & Blues
DATA-DVD | English | SWF + PDF tabs + MP3 jam tracks | 320 x 240 | AVC ~886 kbps | 25 fps
MPEG Audio 128 Kbps 44.1 KHz | 1 channel | ~3 hours | 1.12 GB​

Genre: eLearning Video / Guitar lesson

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The tunes in this collection evoke a time when American Roots music crystallized and was transformed by the effects of recordings and radio. Some of these selections were written for guitar, others are adaptations from piano and jazz band arrangements. A long list of Roots Music fingerstyle guitarists particularly influenced the material covered in Fingerstyle Roots, Rags & Blues; Duck Baker, Pat Donohue, Woody Mann, Steve James, Eric Lugosch, Eric Schonberg, Ernie Hawkins, Dakota Dave Hull, Phil Heywood, Guy van Duser, Lasse Johansson, Andy Ellis and Teja Gerken.

Tim Sparks has been redefining the acoustic guitar repertoire since he won the US National Fingerstyle Championship in 1993 with a ground-breaking arrangement of Tchaikovsky's Nutcracker Suite. Since then, Sparks has continued to surprise, challenge, and thrill audiences with his diverse repertoire and stunning technique. Equally at home within the Country Blues, Ragtime, Jazz or World Music genres, Sparks' extraordinary ability to adapt virtually any music to the solo guitar has earned him an international reputation as one of the most innovative guitarists working today.

Sparks has seven solo CDs to his credit including The Nutcracker Suite, One String Leads to Another and Guitar Bazaar on Peter Finger's Acoustic Music Records. He has also recorded four projects for John Zorn's Tzadik label, Neshamah, Tanz, At the Rebbe's Table and Masada Guitars, (with Bill Frisell and Marc Ribot).

Fingerstyle Roots, Rags & Blues presents two completely different arrangements of "Amazing Grace," a rendition of Mother Maybelle Carter's "Victory Rag" and early Jazz and Blues by the likes of Jelly Roll Morton, Scott Joplin and Eubie Blake. Sparks breaks down each tune, passage by passage, in detailed video explanations, notation and tabs that not only allow you to play the songs, but also gives you a treasure trove of chord voicings, licks, scales and turnarounds to use in your playing.

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David Hamburger's - 50 Jazz-Blues Licks You MUST Know
DATA-DVD | English | MP4 + PDF tabs + MP3 jam tracks | 864 x 486 | AVC ~718 kbps | 29.970 fps
MP3 128 Kbps 44.1 KHz | 2 channels | ~3 hours | 1.22 GB​

Genre: eLearning Video / Guitar lesson

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Hamburger digs deep into the 50s and 60s, when labels like Blue Note, Prestige and Riverside were serving up the funky, down-home music of guitarists like Kenny Burrell, Grant Green and Wes Montgomery, all of whom inspired some of the jazzed blues lickage in this collection. These alone are worth the price of admission, but as we all know, Hamburger is the consummate over-achiever and he sure didn't stop there...

For maximum groovalocity, Hamburger also explores the bluesy-funky-jazzy stylings of saxophonists Stanley Turrentine, Hank Mobley, Lou Donaldson and Jimmy Forrest, trumpeters Blue Mitchell, Kenny Dorham and Lee Morgan, and pianists Tommy Flanagan, Oscar Peterson and Hank Jones. Learning to play these horn and piano licks on guitar will take you places on the fretboard that you've never been before, both physically and sonically. Wanna turn heads at the gig? Get a grip on these fresh melodic and harmonic approaches for getting around chord changes.

50 Jazz-Blues Licks will have you blowing the changes through every possible transition of a 12-bar blues, from I to IV, from IV back to I, from V to IV to I, and from ii to V to I. With the material organized this way, you won't just learn a bunch of licks - at each step of the way, you'll know exactly how each lick works in the context of the blues progression and know exactly how to incorporate it into your playing, whether that's over a I-IV-V shuffle, a bop blues with a iii-VI-ii-V turnaround, or a funky straight-eighths tune.

All of the licks are presented in context over a rhythm track, which you'll later use to practice with. Hamburger first performs the example and then breaks it down for you note-by-note, technique-by-technique. All of the examples are tabbed, notated and also formatted as Power Tab and Guitar Pro files.

50 Jazz-Blues Licks You MUST Know shows you how to steal fire from the soulful heights of the classic hard bop era and bring it back down to earth to shed new light on the blues - and burn up the fretboard doing so!

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Packt Publishing - Building Practical Recommendation Engines - Part 1
Duration: 2h 52m | Video: h264, yuv420p, 1280x720 | Audio: aac, 44100 Hz, 1 ch | 635 MB
Genre: eLearning, Programming | Language: English​

by Suresh Kumar Gorakala
Publisher: Packt Publishing
Release Date: January 2017
ISBN: 9781787287648
Topics: Software Development

Make Intelligent predictions with real-world projects

-A step-by-step guide to building recommendation engines in no time

-Get to grips with the best tools available on the market to create efficient recommendation systems

-This hands-on tutorial shows you how to implement different tools for recommendation engines, when to use a particular recommendation engine, and how

A recommendation engine (sometimes referred to as a recommender system) is a tool that lets algorithm developers predict what a user may or may not like among a list of given items. Recommender systems have become extremely common in recent years, and are applied in a variety of applications. The most popular ones are movies, music, news, books, research articles, search queries, social tags, and products in general.

This video starts with an introduction to recommendation systems and its applications. You will then start building recommendation engines straight away from the very basics. As you move along, you will learn to build recommender systems with popular frameworks such as R, Python, and more. You will get an insight into the pros and cons of different recommendation engines and when to use which recommendation.

With the help of this course, you will quickly get up and running with Recommender systems. You will create recommendation engines of varying complexities, ranging from a simple recommendation engine to real-time recommendation engines.

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