• 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

    - Ein Beitrag darf erst dann erstellt werden, wenn der Upload bei mindestens einem OCH komplett ist. Platzhalter sind untersagt.
    - Bei einem Scenerelease hat der Threadtitel ausschließlich aus dem originalen, unveränderten Releasenamen zu bestehen. Es dürfen keine Veränderungen wie z.B. Sterne, kleine Buchstaben o.ä. vorgenommen werden. Ausnahme Serienbörse:
    - 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.




Englische Tutorials

Redux and the State ADT

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Redux and the State ADT
Duration: 98m | Video: h264, 1280x720 | Audio: AAC, 48kHz, 2 Ch | 470 MB
Genre: eLearning | Language: English

At a high level Redux is just a dispatching system, sitting atop a finite state machine, driving our application state. It just so happens that the State ADT is good at modeling a finite state machine. It allows us to represent our stateful transactions in discrete, easily composed transactions. We can create complicated stateful transitions by composing many simple transitions into one state transaction. By using the State ADT, we should be able to model all of our application state transitions and provide a single reducer function to Redux that integrates with our state machine model.

We'll put this theory to the test by building a Memory type game called "Anger The Bunny". We start of by defining our state transitions using the State ADT, starting with simple, discrete transactions and using them to create the complex transitions typical of any game. Then once we have a majority of our game logic implemented, we will integrate those with Redux.

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Website Hacking & Penetration Testing -Real World Hacking

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Website Hacking & Penetration Testing - Real World Hacking
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 893 MB
Duration: 1.5 hours | Genre: eLearning Video | Language: English

Learn Hands On!


What you'll learn

Set Up a Perfect Lab Environment To Practice Hacking and Penetration Testing.
Understand How Exactly a Websites Works
Detect What Technology Stack A Website Is Using
Intercepting HTTP Requests Using A Personal Proxy.

Requirements

No Prerequisute

Description

This is a Short , To the Point, Hands On Penetration Testing Course!

At the end of the Course You will Learn:

Set Up a Lab Environment To Practice Hacking and Penetration Testing.

Understand How Websites / web applications Work.

Detect What Technologies / Scripts A Website Is Using.

Intercepting HTTP Requests Using A Personal Proxy.

Collect Sensitive Information About The Target.

Web Applications Hacking / Websites Hacking.

TOP 10 Web Applications / Websites Vulnerabilities and Website Related Hacking Techniques.

Discover and Exploit Cross Site Scripting (XSS) Vulnerabilities.

Detect and Exploit Cross Site Request Forgery (CSRF) Vulnerabilities.

Discover and Exploit Command Execution Vulnerabilities.

Uncover and Exploit SQL Injection Vulnerabilities.

Uncover and Exploit Script Source Code Disclosure Vulnerabilities.

Using Burp Suite Proxy.

How To Use Vega (Web App / website Vulnerability Scanner) to Scan Websites.

How To Use Arachni (Web Vulnerability Scanner) to Scan Websites.

Answers to all of your questions about ethical hacking and penetration testing!

Get A Job As A Penetration Tester / Ethical Hacker & Make Money Online As A Freelancer.

The Ability To Hack And Pen Test Any Website / web application.

Learn About The different fields of Web Applications Hacking.

Who this course is for:

Penetration testers
Web developers
IT admins and staff
Anyone who wants to learn websites / web applications hacking

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JavaScript for Noobs - All You Need to Program In JavaScript

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JavaScript for Noobs - All You Need to Program In JavaScript
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | 394 MB
Duration: 1.5 hours | Genre: eLearning Video | Language: English

Learn JavaScript from scratch and go from beginner to pro with this hands-on, project filled, JavaScript course!

What you'll learn

The fundamental basics of JavaScript like variables, data types, functions, flow control, and arrays
Concepts that most programming languages have in common such as logic and loops
How to connect concepts taught in the course together to create programs
Enough about JavaScript to be confident when adding it to your resume

Requirements

Have a working computer
Access to the internet
A desire to learn JavaScript
A good attitude

Description

JavaScript is a highly in demand programming language that is used on almost every website.

This course will teach you the fundamentals of JavaScript including variables, data types, math operators, conditionals, functions, and arrays.

In addition to lecture videos, there will be numerous quizzes, programming challenges, and forum support to ensure that you get the most out of this course.

So what are you waiting for? Enroll in Javascript for Noobs today!

Who this course is for:

People who are new to programming
People who have experience with other programming languages but are new to JavaScript
Aspiring web developers
This is course is not for seasoned, professional software developers with years of experience

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Best Rpa Course For Fresher

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BEST RPA COURSE FOR FRESHER
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 461 MB
Duration: 1 hours | Genre: eLearning Video | Language: English

EVERYTHING A FRESHER NEEDS TO KNOW


What you'll learn

You will be familiar with one of the booming technology in the IT industry.
You can apply in any IT company which is using RPA and get more money in your pocket.
You will know how exactly RPA is, how and in which condition RPA is to be done. After doing this course.
Students will get an idea how tasks are automated.
Students will know which task to be automated in order to generate values for themselves as well as organisations.
They will improve their chances of getting and keeping a white collar job in the near future

Requirements

No prior Knowledge is required.
Students Needs a computer or mobile and internet connection.
Obviously Pen and paper is required to note down important points.
Have basic knowledge about how corporate industry works.

Description

This course will teach you how exactly RPA is being used by bigger companies. How you can make money with this trending and limitless opportunity. You will be able to know each and everything about RPA. What is RPA, its uses, application and tools that are used to write workflows to automate boring and regular stuffs.

Who this course is for:

College students who wants to start their job with trending technology.
Any Beginner Or Fresher who are looking for job.
Any job seeker who wants to change their domain.
People who use computer frequently but don't feel confident about their technical skills
Any technology enthusiast who wants to increase their knowledge.
Anyone who either don't want to code or not like coding

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Ultimate Amazon FBA Mastery Course - Start With Any Budget

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Ultimate Amazon FBA Mastery Course - Start With Any Budget
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | 2.02 GB
Duration: 3.5 hours | Genre: eLearning Video | Language: English

We will give you our blueprint to have an Successful Amazon Business, from Starting, Maintaining, Growing your Business.

What you'll learn

am here to show you how to build your own business selling on Amazon as a complete beginner.
The first thing you need to be able to begin building a SIX-FIGURE PER YEAR BUSINESS on Amazon is a great product.
I want you to personally give you the opportunity to learn how to leverage this massive platform, showing you everything from finding the perfect product to fully automating your business!

Requirements

None

Description

Why Enrol On To This Course, not the countless other courses?

-We offer an Money Back Guarantee, as an experienced seller, i am so confident that if you follow our step-by-step guide (our blueprint) you will have an profitable business. We cover all elements of Amazon FBA from, how to find an profitable product, how to purchase the product, private labelling, how to drive traffic to your Product what your competitors don't do or the other courses teach you, how to maintain / scaling for your product and much more.

-This course if for anyone beginners or advanced. This course teaches beginners A-Z how to start up their Profitable business, teaches advanced students, methods and strategies to drive traffic to their products, or to help them if they are in a situation such as Dealing with Hijackers.

-We will be their to Support You, Help You, Guide You when you are in the need of help, as an service provided with the course. So you will never feel alone or scared when making those actions to build an Amazon FBA Empire of yourselves. We have an 9am - 8pm Customer Service members of our team, ready to mentor you.

-Lifetime Access to our Lectures

-Our Videos maybe smaller than other courses out in the market, reason being we don't like to blab on about other things that wont contribute to your business, we like to keep it clear and concise to make the learning easy for you and to make sure you understand everything. Overall, stick to teaching you the main elements of Amazon FBA that will succeed your business what the other courses wont teach you.


The Fundamentals of this Course

I am going to teach you how to find the perfect product, supplier and create the foundations of a successful Amazon business.

I am going teach you everything you need to know to create your own brand, get all of your products ordered and have your social media platforms set up.

I will be teaching you how to rank your products fast and generate huge volumes of traffic to your listing to maximise your earning potential.

With everything I do, I always ensure that it is as hands-free as possible, in this final month I am going to teach you how to automate this entire process, show you ways to add new products to your brand so that you can double, triple and even quadruple your earnings.

What is needed to take the course?

-All you need to get going is a laptop and our course which teaches you everything you need to know.

-For you to even start any business, their are 3 principles focus, discipline, and be able to that risk. Without risk, their would will be no business. You need to be focused, to learn the course which will teach you how to create an six figure amazon business.

Who this course is for:

This Amazon FBA Course is available for anyone who is interested and willing to put the work in for an greater outcome. I will give you the blueprint for you to achieve that, all you have to do is follow!

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Building Architectures with AWS CloudFormation

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Building Architectures with AWS CloudFormation
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 603 MB
Duration: 2 hours | Genre: eLearning Video | Language: English

Learn how to develop CloudFormation templates to automate infrastructure deployment


What you'll learn

Learn how CloudFormation works
Understand the templates in CloudFormation
Deploy CloudFormation templates and stacks in AWS
Get familiar with JSON files
Work with CloudFormation Designer
Launch various templates to provision resources in AWS

Requirements

Understanding of AWS services
Familiar with architecting resources in the cloud
Knowledge of JSON syntax

Description

CloudFormation by AWS is one of the easiest and best ways to deploy your infrastructure as a code. It helps you create efficient solution architectures, which are all self contained in a single file. You are able to provision most of the AWS services in an efficient and simple fashion allowing you greater control over your provisioning.

This course is designed to give you a hands-on overview about the deploying CloudFormation templates in AWS.

Course Description

Welcome to Building Architectures with AWS CloudFormation - A one of its kind course! It is not only a comprehensive course, you are will not find a course similar to this.

In this course, you'll learn and practice:

Understanding of what is CloudFormation

Learn how to deploy a CloudFormation templates

Learn how templates work

Deploy a webserver using cloudformation designer

See how various AWS services use CloudFormation .

See CloudFormation in action, and much more..

In this course, you will also get complete resources, and code where applicable with this course! We've built this course with our Team ClayDesk of industry recognized developers and consultants to bring you the best of everything!

So, if you would like to:

- Gain an understanding of deploying CloudFormation templates, this course is for you

- Gain marketable skills as an IT expert and professional, this course is for you

- This course is not designed for intermediate or advanced level students

.this Building architectures with AWS CloudFormation is exactly what you need, and more. (You'll even get a certification of completion)

What out students say.

See what our students say "It is such a comprehensive course that I don't need to take any other course but this one to learn all of Machine Learning processes and important terminology along with demos - Absolutely worth it" - Chavez

"This is such an awesome course. I loved every bit of it - Wonderful learning experience!" Jill Neumann.

Join thousands of other students and share valuable experience

Why take this course?

As a senior Project Manager & Web developer, managing and deploying enterprise level IT projects, along with a Microsoft Certified Systems Engineer & Trainer, my experience with Machine Learning projects has been phenomenally great! I am excited to share my knowledge and transfer skills to my students.

Who this course is for:

Solution architects looking to learn how to provision resources via text files
Administrator looking to learn how to use CloudFormation

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From Page to Pattern: Turn Your Art into a Repeating Pattern in Adobe Photoshop

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From Page to Pattern: Turn Your Art into a Repeating Pattern in Adobe Photoshop
.MP4, AVC, 1600 kbps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 22m | 326 MB
Instructor: Annie Parsons

Do you have drawings in your sketchbook that you dream of turning into patterns? In this 22-minute class, you will create a repeating pattern from your handmade artwork in Adobe Photoshop!

We'll walk through the entire process from start to finish: choosing your piece, scanning and editing your artwork, and mastering Photoshop tools to achieve a seamless, dynamic repeat. Whether you're brand-new to Photoshop or want to learn a new application for a familiar tool, this class will make it easy to build your first repeat. At the end of the class, you will have created a pattern block that you can upload to print-on-demand websites like Spoonflower, Sprout Patterns, and Roostery Home.

More Info

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Udemy - Intro to Entrepreneurship: Get started as an Entrepreneur (Updated 2019)

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Udemy - Intro to Entrepreneurship: Get started as an Entrepreneur (Updated 3/2019)
WEBRip | English | MP4 | 1280 x 720 | AVC ~2299 Kbps | 29.970 fps
AAC | 60.8 Kbps | 48.0 KHz | 2 channels | ~7.5 hours | 5.82 GB
Genre: eLearning Video / Business, Sales, Marketing

Learn everything you need to know to become an Entrepreneur. Master the concepts and coming up with great business ideas

Starting your own business is scary. Really scary.
How do you know if your idea is any good? Or if your customers will ever show up?
How do you know. what you're doing AT ALL?
There's no place, degree, or university that can teach you how to become a successful Entrepreneur.
You just have to get out there and learn everything for yourself. One step at a time..
Right?
Wrong.

Entrepreneurship is not a mythical, illusive creature and it's not a secret that's hidden behind doors.

You CAN learn how to become a successful Entrepreneur and you CAN learn how to prepare yourself.

In this course, we're going to do just that.

You're going to learn everything you need to know about being an Entrepreneur, like:

The core concepts
How to think like an Entrepreneur
What you should care about and conversely ignore
How to go about gathering the resources you need to tackle your dream
And when you're completely ready to go toe to toe with any "veteran" business owner out there, you're going to learn something they wish they knew:

How to consistently come up with insightful, actionable business ideas

It's everything you need to get started.

You'll go from 0 to Entrepreneur in no time.

About the instructor:
Top rated Udemy Instructor with over 650+ 5 star reviews.
Teaches 9 different courses on Entrepreneurship, with over 20,000 students enrolled.

All courses by the instructor have are rated an average of 4.97 out of 5 stars.

+ Worked as a VC and was in charge of deal flow in Silicon Valley. Oversaw investments in large companies like Facebook, LinkedIn, & Tesla.
+ Startup founder for 5 years, raised 3 rounds of capital worth several millions of dollars.
+ Currently Director of a Digital Agency that specializes in taking ideas from raw concept all the way to launch.

Who this course is for:
Anyone interested in starting their own business and becoming self employed
Anyone interested in becoming an Entrepreneur

What you'll learn
Understand and apply all the core concepts of Entrepreneurship
Tell the difference between the realities of Entrepreneurship & the common myths
Assess their own personality through the lens of Entrepreneurship & know how to find partners that have what they are lacking
Focus in on the key traits and aspects needed to be successful as an Entrerpreneur
Understand the Optimistic Deterministic framework of the future
Understand and focus their Entrepreneurial efforts according to the correct venture process flow
Align their efforts with the correct type of entrepreneur they want to become
Understand the roles and expectations from them as their idea conceptualizes and grows
Pick between what type of business best suits them
Understand the concept of business modeling, and how new business models are creating exponentially more opportunity
Understand and apply the concept of Scalability as an assessment tool
Understand the correct & factual nature of business idea creation and set their expectations realistically
Assess what skills and passions they have and apply them towards ideation
Use 3 common techniques to come up with great business ideas
Use 5 different techniques for easy validation of a business idea
Understand the core concepts behind the Lean Startup Framework
Understand how to create a pitch experiment & MVP based off their business idea
Understand what options are available for financing their business
Plan a strategy for attracting and pitching angel investors and venture capital
Assess the viability of taking a small business loan and whether or not this is a good option strategically
Generate business ideas that are insightful and actionable
Understand business dynamics as they relate to idea generation
Analyze 4 different sections of the business value chain for potential opportunities
Understand the 5 different types of core innovation and how to apply them
How to objectively assess their skills, passions, hobbies, & interests
Understand the difference between business types and which one to aim for
Use common techniques like problem identification to come up with ideas
Use advanced techniques like disintermediation, local modifiers, market enablers to craft ideas
Understand how to apply new, disruptive business models like Saas, Sharing economy, & PWYW
Create business ideas that are not only specific but are complete
Quickly evaluate and re-prioritize ideas based off 5 dimensions
Understand the value of their ideas and what to focus on first
Bring context into their environment and not get discouraged

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NLP and Text mining with python(for absolute beginners only)

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NLP and Text mining with python (for absolute beginners only)
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 1.24 GB
Duration: 2.5 hours | Genre: eLearning Video | Language: English

Learn Natural Language Processing using Python from experts with hands on examples and practice sessions.

What you'll learn

After the completion of this course, you will have good understanding of NLP.
You will approach algorthms to solve real world NLP problems.
You will be able to implement sentiment analysis
You will be able to perform document classification

Requirements

Be able to understand the Python syntax and familiar with basics of Data Science.
Prerequisite course : Machine Learning Made Easy : Beginner to Expert using Python
Knowledge of Text Processing will be advantageous.
Knowledge of ML Algorithms

Description

Want to know how NLP algorithms work and how people apply it to solve data science problems? You are looking at right course!

This course has been created, designed and assembled by professional Data Scientist who have worked in this field for nearly a decade. We can help you to understand the NLP while keeping you grounded to the implementation on real and data science problems.

We are sure that you will have fun while learning from our tried and tested structure of course to keep you interested in what coming next.

Here is how the course is going to work:

Session 1: Get introduced to NLP and text mining basics, NLTK package and learn how to prepare unstructured data for further processing.

Session 2: Lets you understand sentimental analysis using a case study and a practice session.

Session 3: Teaches you document categorization using various machine learning algorithms.

Features:

Fully packed with LAB Sessions. One to learn from and one to do it by yourself.

Course includes Python code, Datasets, ipython notebook and other supporting material at the beginning of each section for you to download and use on your own.

Who this course is for:

Data Scientists who are curious about NLP.
Data Analysts working on text data and want to get some insight using NLP.
Students who want to learn NLP.

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Machine Learning Mastery (Integrated Theory+Practical HW)

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Machine Learning Mastery (Integrated Theory+Practical HW)
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 3.47 GB
Duration: 8 hours | Genre: eLearning Video | Language: English

Data Science,Machine Learning, Predictive Analytics, Python, Handson


What you'll learn

Have an in-depth understanding of the concepts of Machine Learning
Be able to grasp, understand, and write machine learning code from scratch
Use Builtin Libraries available to build machine learning models
Be able to analyze, build, and assess models on any dataset
Be able to interpret and understand the black box behind model
Understand the applications of data science by exhibiting the ability to work on different datasets and interpreting them.

Requirements

No Such Pre-req, its good to have some basic math concepts

Description

Data Science is a multidisciplinary field that deals with the study of data. Data scientists have the ability to take data, understand it, process it, and extract information from it, visualize the information and communicate it. Data scientists are well-versed in multiple disciplines including mathematics, statistics, economics, business, and computer science, as well as the unique ability to ask interesting and challenging data questions based on formal or informal theory to spawn valuable and meticulous insights. This course introduces students to this rapidly growing field and equips them with its most fundamental principles, tools, and mindset.

Students will learn the theories, techniques, and tools they need to deal with various datasets. We will start with Regression, one of the basic models, and progress as we evaluate and assessing different models. We will start from the initial stages of data science and advance to higher levels where students can write their own algorithm from scratch to build a model. We will see end to end and work with practical datasets at the end of each module. Students will be issued with tutorials and explanation of all the exercises to help you learn faster and enable you to link theory using hands on exercises.

This course teaches advanced theory including some mathematics with practical exercises to promote deeper understanding.

Learning Outcomes

At the end of the course the students will:

Have an in-depth understanding of the concepts of Machine Learning

Be able to grasp, understand, and write machine learning code from scratch

Use Builtin Libraries available to build machine learning models

Be able to analyze, build, and assess models on any dataset

Be able to interpret and understand the black box behind model

Understand the applications of data science by exhibiting the ability to work on different datasets and interpreting them.

What is the working system of this course?

Strong concepts and theory linked to practical at the end of each module

Easy Lectures for those starting from scratch

Illustration and examples

Hands-on exercises with tutorials

Detailed explanations of how models work

What does this course cover?

Introduction to machine learning: Overview of supervised and unsupervised learning

Regression from scratch - Gradient Descent, Cost Function , Modelling

Using Machine learning builtin library

Feature Scaling

Multivariate Regression

Polynomial Regression

Over-fitting, Under-fitting and Generalization

Bias Variance Tradeoff

Cross Validation Strategy and Hyper-parameter tuning

Grid Search

Learning Curves

Decision Trees and introduction to other algorithms including neural network

Exercises after each module

After completing the course, you will have enough knowledge and confidence to code machine learning algorithms from scratch and to use built-in library. This course is for all interested in learning data science and machine learning, there is no such pre req. This course is different from other courses in a manner that it teaches to code algorithms and also exposes you to the mathematics behind machine learning, this even includes tutorials at the end of each module so that students can do side by side practice with the instructor. It exposes you to practical real world datasets to work on and get started with new problems.

Who this course is for:

Curious about Data Science
People wishing to learn Machine Learning from scratch
People of different domains - Business Analyst, Marketing, etc
Seeking job in the areas of machine learning

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7 Steps to Gothic Calligraphy

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7 Steps to Gothic Calligraphy
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 7 | 416 MB
Genre: eLearning | Language: English

7 steps to your first masterpiece

In this class you'll know:

What is Gothic, how and when it was founded?
How to write Gothic calligraphy and what tools to use?
What size of letters in Modern Calligraphy?
How to learn a font?
What is balanced composition?
For this class you'll need: 1. Pilot Parallel Pen 2. A3 Office Paper 3. Tablet or Some wide surface 4. A bit of Patience and Commitment

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The skys the limit: How Drones Create Opportunities for Professional Growth

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The sky's the limit: How Drones Create Opportunities for Professional Growth
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 1.85 GB
Genre: eLearning | Language: English

Elia Locardi, Terry and Belinda Kilby and Scott Strimple, have all embraced the drone as a tool in the creation of their powerful, award-winning work.


Hear them speak about their process, what they needed to learn and how it has changed the business landscape for them.

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