• Regeln für den Video-Bereich:

    In den Börsenbereich gehören nur Angebote die bereits den Allgemeinen Regeln entsprechen.

    Einteilung

    - Folgende Formate gehören in die angegeben Bereiche:
    - Filme: Encodierte Filme von BluRay, DVD, R5, TV, Screener sowie Telesyncs im Format DivX, XviD und x264.
    - DVD: Filme im Format DVD5, DVD9 und HD2DVD.
    - HD: Encodierte Filme mit der Auflösung 720p oder darüber von BluRay, DVD, R5, TV, Screener sowie Telesyncs im Format x264.
    - 3D: Encodierte Filme von BluRay, die in einem 3D Format vorliegen. Dies gilt auch für Dokus, Animation usw.
    - Serien: Cartoon/Zeichentrick, Anime, Tutorials, Dokumentationen, Konzerte/Musik, Sonstiges sind demnach in die entsprechenden Bereiche einzuordnen, auch wenn sie beispielsweise im High Definition-Format oder als DVD5/DVD9/HD2DVD vorliegen. Ausnahme 3D.
    - Bereich Englisch: Englische Releases gehören immer in diesen Bereich.
    - Bereich Talk: Der Bereich, in dem über die Releases diskutiert werden kann, darf, soll und erwünscht ist.


    Angebot/Beitrag erstellen

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    - Bei einem Sammelthread für eine Staffel entfällt aus dem Releasename natürlich der Name der Folge. Beispiel: Die Simpsons S21 German DVDRip XviD - ITG
    - Dementsprechend sind also u.a. verboten: Erweiterungen wie "Tipp", "empfehlenswert", "only", "reup", usw. / jegliche andere Zusatzinformation oder Ergänzung, welche nicht in obiger Beschreibung zu finden ist.

    Aufbau des Angebots und Threadtitel

    Der Titel nach folgendem Muster erstellt zu werden. <Name> [3D] [Staffel] [German] <Jahr> <Tonspur> [DL] [Auflösung] <Quelle> <Codec> - <Group>
    Beispiel: The Dark Knight German 2008 AC3 DVDRip XviD - iND
    Beispiel: The Dark Knight 2008 DTS DL BDRip x264 - iND
    Beispiel: The Dark Knight 2008 AC3 DL BDRip XviD - iND
    Beispiel: The Dark Knight German 2008 AC3 720p BluRay x264 iND
    Beispiel: The Dark Knight 2008 DTS DL 1080p BluRay x264 iND
    Beispiel: Die Simpsons S01 German AC3 DVDRip XviD iND
    Beispiel: Die Simpsons S20 German AC3 720p BluRay x264 iND
    Beispiel: Sword Art Online II Ger Sub 2014 AAC 1080p WEBRip x264 - peppermint
    Entsprechend sind also u.a. verboten: Sonderzeichen wie Klammern, Sterne, Ausrufezeichen, Unterstriche, Anführungszeichen / Erweiterungen wie "Tipp", "empfehlenswert", "only", "reup", usw. / jegliche andere Zusatzinformation oder Ergänzung, welche nicht in obiger Beschreibung zu finden ist
    Ausnahmen hiervon können in den Bereichen geregelt sein.

    Die Beiträge sollen wie folgt aufgebaut werden:
    Überschrift entspricht dem Threadtitel
    Cover
    kurze Inhaltsbeschreibung
    Format, Größe, Dauer sind gut lesbar für Downloader außerhalb des Spoilers zu vermerken
    Nfo sind immer Anzugeben und selbige immer im Spoiler in Textform.
    Sind keine Nfo vorhanden z.B. Eigenpublikationen, sind im Spoiler folgende Dateiinformationen zusätzlich anzugeben :
    Quelle
    Video (Auflösung und Bitrate)
    Ton (Sprache, Format und Bitrate der einzelnen Spuren)
    Untertitel (sofern vorhanden)
    Hosterangabe in Textform außerhalb eines Spoiler mit allen enthaltenen Hostern.
    Bei SD kann auf diese zusätzlichen Dateiinformationen verzichtet werden.

    Alle benötigten Passwörter sind, sofern vorhanden, in Textform im Angebot anzugeben.
    Spoiler im Spoiler mit Kommentaren :"Schon Bedankt?" sind unerwünscht.


    Releases

    - Sind Retail-Release verfügbar, sind alle anderen Variationen untersagt. Ausnahmen: Alle deutschen Retail-Release sind CUT, in diesem Fall sind dubbed UNCUT-Release zulässig.
    - Im Serien-Bereich gilt speziell: Wenn ein Retail vor Abschluss einer laufenden Staffel erscheint, darf diese Staffel noch zu Ende gebracht werden.62
    - Gleiche Releases sind unbedingt zusammenzufassen. Das bedeutet, es ist zwingend erforderlich, vor dem Erstellen eines Themas per Suchfunktion zu überprüfen, ob bereits ein Beitrag mit demselben Release besteht. Ist dies der Fall, ist der bereits vorhandene Beitrag zu verwenden.
    - P2P und Scene Releases dürfen nicht verändert oder gar unter einem iND Tag eingestellt werden.


    Support, Diskussionen und Suche

    - Supportanfragen sind entweder per PN oder im Bereich Talk zu stellen.
    - Diskussionen und Bewertungen sind im Talk Bereich zu führen. Fragen an die Uploader haben ausschließlich via PN zu erfolgen, und sind in den Angeboten untersagt.
    - Anfragen zu Upload-Wünschen sind nur im Bereich Suche Video erlaubt. Antworten dürfen nur auf Angebote von MyBoerse.bz verlinkt werden.


    Verbote

    - Untersagt sind mehrere Formate in einem einzigen Angebotsthread, wie beispielsweise das gleichzeitige Anbieten von DivX/XviD, 720p und 1080p in einem Thread. Pro Format, Release und Auflösung ist ein eigener Thread zu eröffnen.
    - Grundsätzlich ebenso verboten sind Dupes. Uploader haben sich an geeigneter Stelle darüber zu informieren, ob es sich bei einem Release um ein Dupe handelt.
    - Gefakte, nur teilweise lauffähige oder unvollständige Angebote sind untersagt. Dies gilt auch für eigene Publikationen, die augenscheinlich nicht selbst von z.B. einer DVD gerippt wurden. Laufende Serien, bei denen noch nicht alle Folgen verfügbar sind, dürfen erstellt und regelmäßig geupdatet werden.
    - Untersagt sind Angebote, welche nur und ausschließlich in einer anderen Sprache als deutsch oder englisch vorliegen. Ausnahmen sind VORHER mit den Moderatoren zu klären.


    Verstoß gegen die Regeln

    - Angebote oder Beiträge, die gegen die Forenregeln verstoßen, sind über den "Melden"-Button im Beitrag zu melden.
  • Bitte registriere dich zunächst um Beiträge zu verfassen und externe Links aufzurufen.

++ Premium IPTV ++ 7000 Live Sender ++ UHD Qualität ++ Mediathek mit 18.000 Inhalten ++


VenneTV


Englische Tutorials

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Pluralsight - Testing, Analyzing, and Fabricating Building Systems in Revit MEP
Size: 385.27 MB | Duration: 1 hr 16 mins | Video: AVC (.mp4) 1024x768 15fps | Audio: AAC 44KHz 2ch
Genre: eLearning | Level: Intermediate | Language: English | + Exercise files
Revit MEP is the premier BIM authoring tool in the AEC industry today. This course will teach you how to use the tools Revit provides to test, analyze, and fabricate the systems you design.​

As an engineer or designer you are responsible for designing systems that are the lifeblood of the buildings we occupy. Knowing the systems you design will function properly is critical to your success as an engineer. Revit MEP provides you with the tools necessary for checking and analyzing the systems you design. In this course, Testing, Analyzing, and Fabricating Building Systems in Revit MEP, you'll learn how to utilize the tools in Revit, including the fabrication tools which allow you to develop a fabrication model for the fabrication process.

First, you'll dive into leveraging the linked architecture model in order to develop spaces. Next, you'll explore how to utilize spaces and zones, where you'll cover how to check your systems for problems and analyze them for efficiency. Finally, you'll learn how to use the fabrication tools in practice. By the end of this course, you'll have the necessary skills to set up a linked Revit model and use it to create MEP spaces and zones.

Software required for the course: Revit.




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Ansible Essentials: Simplicity in Automation
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 1.5 Hours | Lec: 11 | 2.61 GB
Genre: eLearning | Language: English​

Learn the basics of Ansible automation and configuration management, and more

In this this official Red Hat® training course, Michelle Perz, a Senior Support Engineer for Red Hat Training, will teach students will the basics of Ansible and demonstrate the creation of a simple Ansible playbook from start to finish.

Ansible is an automation and configuration management technology used to provision, deploy, and manage compute infrastructure across cloud, virtual, and physical environments.

After attending this course, students will have a clear understanding of Ansible and the Ansible Way. Through short lectures and demonstrations, topics including ad hoc commands, playbooks, roles, ansible-galaxy and Ansible Tower will be explored.

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Pluralsight - Start Coding with Scratch 2.0
Size: 602.70 MB | Duration: 3 hrs 6 mins | Video: AVC (.mp4) 1024x768 15fps | Audio: AAC 44KHz 2ch
Genre: eLearning | Level: Beginner | Language: English | + Exercise files
Learning to code is an essential life skill and Scratch makes learning the concepts behind computational thinking, creative thinking, and programming easy with a graphical snap together programming language.​

Learning to code is an essential life skill in the 21st century. In this course, Start Coding with Scratch 2.0, you'll not only learn the amazing and free-to-use Scratch programming environment, but you'll also learn the exciting ideas behind computational thinking as well as coding language concepts.

First, you'll explore Scratch's awesome interface. Next, you'll discover how to create vector and bitmap art in Scratch's paint editor. Finally, you'll animate and make your art interactive with Scratch's extremely helpful puzzle-piece code blocks that make learning how to program fun and easy. When you're finished with this course, you'll know basic coding concepts and have basic programming skills you can use as a launch pad for learning more advanced programming languages.


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build a solid foundation for trading options
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 8 | 121 MB
Genre: eLearning | Language: English​

We teach you which options to trade and which to avoid due to liquidity

This course will build a solid foundation for trading in the options market. We detail the "rights" and "obligations" associated with calls and puts. We show you how to read an option chain. How to see what the options are trading for and how much it is in dollars amounts. We teach you which options to trade and which to avoid due to liquidity. At the end of this course, you will know all of the following:The rights associated with buying options
The obligations associated with selling options
How to identify an in-the-money option
How to identify an at-the-money option
How to identify an out-of-the-money option
NBBO = National Best Bid & Offer
How to ensure that you have "enough" liquidity
And so much more!
If you are interested in generating cash flow from options, this is a great course for you!



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Make Anyone Look Their Best In The Picture: Portrait Photography
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 11M | 170 MB
Genre: eLearning | Language: English​

In this class you can learn how to pose a person you are going to photograph, what is the best light set up and the best point to take pictures from. I will also explain about colors. The colors in the photograph should match together to create whole image. In upcoming classes I will explain about body language and poses, but lets start from the beginning :) you can also use your phone to take pictures and upload really nice portraits to instagram :D


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A Guide to Electronics Cooling
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | Lec: 15 | 318 MB
Genre: eLearning | Language: English​

Become a Thermal Analyst: Learn the Thermal Management of Electronics Systems

The rise of electronic devices over the last two decades has changed our way of life. Electronic product manufacturers are constantly competing with each other to produce the very best products. Often the limiting factor of an electronic device performance is its ability to dissipate heat. The faster the device cools itself, the better it will perform. Therefore the industry is in constant search of improving this area of technology i.e. electronic cooling.

This course will cover all the information you need to know for designing electronics systems that are thermally balanced.

A basic search on any job website reveals many high paying jobs in this sector. No doubt with electronic devices becoming ubiquitous in the last two decades and the need of high performance products, the skill for electronics cooling is very much in demand. Jobs in this sector are lucrative. This course aims to equip students with this much needed skill.

The skills learnt in this course are very much transferable to other areas such as Civil Engineering or Mechanical Engineering. The same concepts that are used in electronics cooling can be applied to find the heat loss by house walls or to find out the heat lost by a car engine.

This course will be beneficial for anyone looking to pursue a career as a thermal analyst.

Thermal Management of electronics is a skill in great demand.


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The Complete Photography Bundle II
WEBRip | MP4 + Project files | English | 1280 x 720 | AVC ~2316 kbps | 29.970 fps
AAC | 160 Kbps | 48.0 KHz | 2 channels | ~70 hours | 41.69 GB
Genre: Video Tutorial / Photographing, Adobe Photoshop
The bundle includes 70+ hours of training videos, 15+ photography eBooks, 300+ Lightroom Presets and Photoshop Actions, 500+ high-res textures, and much more. All are full products, exactly the same as the contributors sell on their websites. All from names the industry knows and loves.​

Product Details:

Spend 6 hours with Alex Koloskov learning splash photography.
Let Jaime Ibarra teach you how to add stunning backgrounds to your portraits and get Jaime's texture library to use on your own images.
Spend 7 hours with Zack Arias learning how to make photos that don't suck.
Questions about lighting? Learn lighting techniques from Joel Grimes.
Learn Photography and photoshop techniques with landscape photographer Serge Ramelli - 11 hours of training!
Walk with Nicole S. Young through her e-book and video landscape course.
Spend 7 hours with Trey Ratcliff and Miss Aniela as they shoot and teach a workshop in Paris.
Watch 14 hours of teaching from 'The Created Image' workshop done by David duChemin in Vancouver
Interested in fashion photography? Listen and watch as Lindsay Adler teaches her 7 hour course on the whole fashion photography process.
Add some new life to your Lightroom preset library including presets from Nicole S Young, James Brandon, David duChemin, Scott Wyden Kivowitz, Amanda Diaz, and Lindsay Adler.
Get a full photography ebook library with titles from Nicole S Young, James Brandon,
Christopher O'Donnell, Andrew Gibson, David duChemin, Scott Wyden Kivowitz, Lindsay Adler, and Joseph Linaschke
Photographers from around the world and from all areas of photography are coming together to offer the ultimate learning and tools experience of the year.

More Info: Salepage
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Lynda - Blockchain Basics
Size: 314 MB | Duration: 0h 57m | Video: AVC (.mp4) 1280x720 30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Beginner | Language: English
We're on the precipice of a radical and disruptive new way of conducting all manner of transactions over the Internet.​

We're on the precipice of a radical and disruptive new way of conducting all manner of transactions over the Internet. While still in its infancy, blockchain technology demands attention. In this introductory-level course, learn what blockchain is and what it might mean to you. Jonathan Reichental-named one of the world's top 100 CIOs in 2017-dives into blockchain technology from a conceptual perspective. The course is primarily non-technical by design, intended for those working in business leadership positions, data science, and IT management. Jonathan begins by describing some of the current challenges with the Internet, including existing risks and security problems such as identity management. Next, he describes how traditional online databases function, so that you have a basis for how the blockchain redesigns this function. He then describes how the blockchain becomes a potential solution for many of the existing limitations of online databases. Since the blockchain has its genesis in Bitcoin-the digital currency-he provides some background on that too. He also discusses how blockchain technology actually offers new capabilities beyond simply solving old problems. To wrap up the course, Jonathan shares steps you can take in your organization to understand the implications of the blockchain.


* Risk and security challenges
* Rethinking the traditional database
* What is the blockchain?
* What problems does the blockchain solve?
* Transforming transactions
* Examples of the blockchain in action
* Obstacles to blockchain adoption
* Risks to existing solutions and enterprises



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TTC Video - Introduction to Nanotechnology: The New Science of Small
24xDVDRip | English | M4V + PDF Guide | 640 x 480 | AVC ~1500 kbps | 29.970 fps
AAC | 128 kbps | 44.1 KHz | 2 channels | 12:14:19 | 8.37 GB
Genre: eLearning Video / Science, Nanotechnology
Two prominent specialists team up to explore this exciting new frontier in Introduction to Nanotechnology: The New Science of Small. In 24 accessible and visually rich half-hour lectures, you get an in-depth explanation of nanotechnology and how it is possible to work in a domain that is nine orders of magnitude smaller than humans-comparable to the difference in scale between you and the sun​
.

In 1959, renowned physicist Richard Feynman delivered a prophetic talk to colleagues. He pointed out that no law of nature exists that can prevent scientists from manipulating individual atoms and making almost any product imaginable. It was a bold prediction filled with mind-boggling applications ripped straight from the pages of a science fiction novel.

Now, half a century after Feynman's forecasts, these science fiction conceits are fast becoming scientific fact. And it's all the result of scientists' meticulous investigations into the nanoworld-the atomic realm where distances are measured in billionths of a meter. What we've discovered at the nanoscale has sparked an ever-expanding technological revolution-one that will continue to touch nearly every aspect of human life and will fast become a game-changer in many fields, including

engineering, where experiments in materials science will deliver new materials with spectacular properties;
communications, where computers are quickly becoming smaller and more powerful than ever before; and
medicine, where new technologies can soon help doctors target and treat diseases and illnesses that traditional medical tools can't touch.

In fact, you can already witness the startling power of nanotechnology in once-fantastical but now-possible tools, products, and services such as these:

Smartphones: These ubiquitous devices add a multitude of features to a mobile phone, including a web browser, camera, media player, GPS unit, and energy-dense battery.
Nano-packaged drugs: Synthetic nanostructures such as liposomes can deliver medication directly to diseased cells, avoiding damage to healthy tissues.
Gold nanoparticles: Uniquely useful, nano-size particles of gold have applications ranging from inexpensive pregnancy tests to pathogen-killing treatments.

These and countless other developments are made possible by new techniques that operate at an inconceivably tiny scale. The nanoworld has now become a workshop for chemists, biologists, physicists, and engineers as they collaborate to create a flood of innovations that are defining 21st-century technology.

Two prominent specialists team up to explore this exciting new frontier in Introduction to Nanotechnology: The New Science of Small. In 24 accessible and visually rich half-hour lectures, you get an in-depth explanation of nanotechnology and how it is possible to work in a domain that is nine orders of magnitude smaller than humans-comparable to the difference in scale between you and the sun.

Your guides are Professors Ted Sargent and Shana Kelley of the University of Toronto. One is an electrical engineer, the other a biochemist. Both are dynamic researchers, inventors, and entrepreneurs at the forefront of this amazing interdisciplinary effort.

Into the Nanoworld

Professor Sargent begins the course with a series of lectures that orient you to the nanoscale and then cover some of the most significant developments in electronics that have made use of nanotechnology in computers, communications, and imaging.

Then Professor Kelley delivers a sequence of lectures on her specialty: the biological applications of nanotechnology, especially to medicine. Since the biology of life happens at the nanoscale-in proteins and DNA-research in this area holds great promise for new diagnostic techniques and treatments.

The two professors combine for a lecture on their respective research teams, giving a fascinating glimpse of the collaboration between scientists and engineers as they probe and create the nanoworld. Professor Sargent follows with a look at the beautiful and distinctive shapes revealed at the nanoscale, as well as a sustained investigation of developments that are transforming the way we produce, store, and use energy. The course concludes with each professor giving a lecture on more futuristic examples of nanotechnology, from biologically based nanorobots to smart dust and invisibility cloaks.

Stranger than Fiction

If some of the ideas of nanotechnology sound familiar, that is because science fiction has paved the way. The 1966 movie Fantastic Voyage depicted a submarine and crew shrunk to miniature size and then sent on a life-saving mission through the bloodstream of a comatose patient. Similarly, the Star Trek series featured a small-scale technological marvel called the tricorder, which, among its other functions, could diagnose any disease.

While so far these devices are fictional, aspects of them are now in the works, along with other incredible developments that you learn about in Introduction to Nanotechnology:

Nanosurgery: Nanotweezers and nanolasers can target individual cells or even the substructures within cells, bringing elements of Fantastic Voyage to the practice of surgery.
Chip-based medicine: Professor Kelley's lab has pioneered nanosensors for cancer diagnosis that are real-life forerunners of Star Trek's tricorder.
Cloak of invisibility: A Description device in Harry Potter is becoming achievable with nanotechnology, which shows a way of cloaking certain wavelengths of light to render an object invisible.
Artificial photosynthesis: Inspired by plants, researchers are exploring different nanosolutions to energy's holy grail-the production of fuel from sunlight in ways that equal or better what plants achieve.

Virus-built batteries: Nanotechnology includes developments that are even stranger than fiction. One is a microbattery constructed with the help of a genetically modified virus.

A Surprisingly Visual Experience

Amazingly, scientists can see into the nanoworld by using special instruments that rely on the wave properties of electrons or the force fields of atoms to reveal details more than a thousand times smaller than the resolving power of the most powerful optical microscopes.

Professors Sargent and Kelley tour many of the sights in this now-accessible realm, including the atoms in a superlattice, carbon nanotubes, quantum dots, nanopillars, and other synthetic constructions. But did you know that medieval stained glass windows are also a nano-phenomenon? Although the artisans a thousand years ago didn't realize it, the color effects they achieved by grinding finer and finer metal powders for pigments relied on resonance effects at the nanoscale. The same principle underlies plasmonics, a new technique for manipulating light as it bounces between atoms.

Or did you know that the patterns and colors on butterfly wings are another nanoeffect? As you discover in Lecture 23, small changes in nanostructures on the insect's wings cause light to reflect different colors. And in the same lecture, you learn how single-celled diatoms are the ultimate nanoengineers, creating beautifully complex and functional shapes. One of the goals of researchers is to use these tiny creatures to build structures with special properties, effectively employing diatoms as on-site workers in the nanoworld.

Prepare for the Future

Nanotechnology is today's most powerful engine of innovation, turning cutting-edge research into applications at an astonishing rate. Professors Sargent and Kelley are unusually well qualified to describe every step in this process; both have founded successful companies that bring nanotechnology to the marketplace. Both have been named "top innovators" by the Massachusetts Institute of Technology's prestigious Technology Review.

As smartphones get smarter, computers get faster, medical care gets better targeted, new materials with surprising properties appear, and the promise of unlimited clean energy seems within reach, the importance of nanotechnology in our lives will only increase. Introduction to Nanotechnology is your unrivaled guide to how we got here and where we're going. Professors Sargent and Kelley encourage you to be informed and stay tuned. It's going to be an exciting ride.

Lectures:

01 The Crossroads of 21st-Century Science
02 The Fundamental Importance of Being Nano
03 From Micro to Nano-Scaling in a Digital World
04 Leveraging the Nanometer in Computing
05 Leveraging the Nanometer in Communications
06 Sensing the World through Nanoengineering
07 Nanomedicine-DNA and Gold Nanoparticles
08 Nano and Proteins-Enzymes to Cholesterol
09 Nanoparticles Detect Cancer in Living Organisms
10 Detecting Only a Few Molecules of a Disease
11 Nanomaterials That Seek and Destroy Disease
12 How Nanomaterials Improve Drug Delivery
13 Delivering Drugs with "Smart" Nanocapsules
14 Nanoscale Surgical Tools
15 Nanomaterials for Artificial Tissue
16 How Nano Research Gets Done
17 Nanomotifs-Building Blocks, Complex Structures
18 Using Nanotechnology to Capture Sunlight
19 Photons to Electricity-Nano-Based Solar Cells
20 Nanotechnology for Storing Energy
21 Nanotechnology for Releasing Energy
22 Energy's Holy Grail-Artificial Photosynthesis
23 Nanorobots and Nature's Nanomachines
24 On the Horizon and in the Far Future


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Lynda - Learning Functional Programming with JavaScript
Size: 110 MB | Duration: 0h 59m | Video: AVC (.mp4) 1280x720 15&30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Intermediate | Language: English
Functional programming is a clean, robust alternative to the more typical procedural style of programming.​

Functional programming is a clean, robust alternative to the more typical procedural style of programming. In this course, learn about the functional concepts at the heart of many JavaScript frameworks and programs. Shaun Wassell begins by explaining what functional programming is, exactly, and how it compares to object-oriented programming. He then covers the basics of functional programming in JavaScript, discussing concepts such as higher-order functions and closure. He then moves on to mid-level topics, touching on JavaScript array methods and callbacks. Finally, he dives into advanced concepts, including partial application and recursion.


* What's functional programming?
* Functional vs. object-oriented programming
* First-class functions
* Higher-order functions
* Array functions
* Mapping, filtering, and reducing
* Simple callbacks
* Callbacks with arguments


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Udemy - Deep Learning Prerequisites: Linear Regression in Python
Size: 431.25 MB | Duration: 3 hrs 58 mns | Video: AVC (.mp4) 1280x720 29.97fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Language: English | + Quizzes
Data science: Learn linear regression from scratch and build your own working program in Python for data analysis.​
.


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Requirements:
* How to take a derivative using calculus
* Basic Python programming
* For the advanced section of the course, you will need to know probability
* For the advanced section of the course, you will need to know the Gaussian distribution

This course teaches you about one popular technique used in machine learning, data science and statistics: linear regression. We cover the theory from the ground up: derivation of the solution, and applications to real-world problems. We show you how one might code their own linear regression module in Python.

Linear regression is the simplest machine learning model you can learn, yet there is so much depth that you'll be returning to it for years to come.

That's why it's a great introductory course if you're interested in taking your first steps in the fields of:
* deep learning
* machine learning
* data science
* statistics

In the first section, I will show you how to use 1-D linear regression to prove that Moore's Law is true. What's that you say? Moore's Law is not linear?

You are correct! I will show you how linear regression can still be applied.

In the next section, we will extend 1-D linear regression to any-dimensional linear regression - in other words, how to create a machine learning model that can learn from multiple inputs.

We will apply multi-dimensional linear regression to predicting a patient's systolic blood pressure given their age and weight.

Finally, we will discuss some practical machine learning issues that you want to be mindful of when you perform data analysis, such as generalization, overfitting, train-test splits, and so on.

This course does not require any external materials. Everything needed (Python, and some Python libraries) can be obtained for FREE.

If you are a programmer and you want to enhance your coding abilities by learning about data science, then this course is for you. If you have a technical or mathematical background, and you want to know how to apply your skills as a software engineer or "hacker", this course may be useful.

NOTES:
* All the code for this course can be downloaded from my github: /lazyprogrammer/machine_learning_examples
* In the directory: linear_regression_class
* Make sure you always "git pull" so you have the latest version!



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Top 10 JavaScript Questions
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 574 MB
Genre: eLearning | Language: English​

Do you have questions about JavaScript? You're not alone! Join the helpful and entertaining Benjamin Lin for real-world answers, as he explores 10 of the most common JavaScript questions asked by developers, including "how to get a date."

As you work in JavaScript to define the behavior of visual elements in a web application (and connect them with the associated back-end services), have you wondered about the difference between let and var? Or maybe you want to know what JavaScript closures are. Learn to sort an array, change HTML elements in JavaScript, how to check whether objects are equal, and much more, in this practical JavaScript course.




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