• 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.

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


VenneTV


Englische Tutorials

Character Creation for Film/Cinematics

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Character Creation for Film/Cinematics
MP4 | Video: AVC 1280x720 | Audio: AAC 44 KHz 2ch | Duration: 38h
Genre: eLearning | Language: English | Size: 7,2 GB

The objective of this class is to understand character creation for film and game cinematics in terms of a characters profile, and its ultimate purpose in a composition or narrative. Each week we will focus on a different aspect of character construction and explore the technical ways of assembling a final character. We will begin by analyzing and assessing various reference materials prior to initial sculpting. Then the class will dive into the fabrication of hard surface components, clothing, and other accessories needed to finish out/polish a high-poly asset. From there, the emphasis will then switch over to surfacing your character using advance painting and shading techniques. These will include look-development of skin, metal, and various other material shaders prior to outputting final renders. Finally, we will end the course with discussions on and demonstrations about color theory, render manipulation, and post processing.

Week 1 | Blocking out Character Model
Week 2 | Head of Character
Week 3 | Body and Clothing
Week 4 | Hard Surface Modeling of the Character
Week 5 | Outfitting the Character
Week 6 | Texture Painting
Week 7 | Texture Painting Continuation
Week 8 | Applying Textures to Meshes
Week 9 | Rigging and Basic Lighting
Week 10 | Complete the Final Project

Homepage

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Creating keyframe illustrations for films

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Creating keyframe illustrations for films
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 2h 42m
Genre: eLearning | Language: English | Size: 7,25 GB

Usually, keyframe illustrations set the mood and the visual direction of the movie and are done at a very quick pace. That is why it is very important to use tools and approach that will allow you to address the feedback as quickly as possible.

In this course, Jama will be sharing the tools and techniques he uses in his workflow.

Homepage

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Cinematic Illustration for Films

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Cinematic Illustration for Films
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 2h 42m
Genre: eLearning | Language: English | Size: 9,66 GB

Storytelling, mood, composition, and ultimately the Director's vision, are the essential elements that any successful concept artist must translate on the canvas quickly and effectively. Starting from the initial brief all the way to the final touch-ups, Francesco Corvino shows his daily routine to create compelling images for the film industry.

Homepage

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Advanced Key Art Illustration

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Advanced Key Art Illustration
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 3h 52m
Genre: eLearning | Language: English | Size: 11,7 GB

Art Departments in the film industry are constantly changing as new tools and technology make things easier and faster. However, with these new tools comes additional complexity. The never-ending challenge is finding a comfortable balance between art and technology within tight, uncompromising production schedules. As a professional artist for feature film, Alex will cover his pipeline for creating a sci-fi environment set using various 2D and 3D applications. Throughout the lesson, we'll explore a few of the new next-gen tools available to us, and find ways to save time when creating professional production art. This lesson will stay broad in scope so that it can apply to all levels of artist regardless of experience, and focus on concepts rather than what buttons to press.

Homepage

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Web Scraping in Nodejs (Updated 6/2019)

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Web Scraping in Nodejs (Updated 6/2019)
Video: .MP4, 1280x720 | Audio: AAC, 44 kHz, 2ch | Duration: 8h
Genre: eLearning | Language: English | Size: 5,12 GB

Learn web scraping in Nodejs by example projects with real websites! Craiglist, iMDB, AirBnB and more!

What you'll learn
Be able to scrape jobs from a page on Craigslist
Learn how to use Request
Learn how to use NightmareJS
Learn how to use Puppeteer
Learn how to scrape elements without any identifiable classes or id's
Learn how to save scraping data to CSV
Learn how to save scraping data to MongoDb
Learn how to scrape Facebook using only Request!
Learn how you can reverse engineer sites and find hidden API's!
Learn different technologies used for scraping, and when it's best to use them
Learn how to scrape sites using authentication

In this course you will learn how to scrape a websites, with practical examples on real websites using Nodejs Request, Cheerio, NightmareJs and Puppeteer. You will be using the newest JavaScript ES7 syntax with async/await.

You will learn how to scrape a Craigslist website for software engineering jobs, using Nodejs Request and Cheerio. You will be using the newest JavaScript ES7 syntax with async/await.

You will then learn how to scrape more advanced websites that require JavaScript such as iMDB and AirBnB using NighmareJs and Puppeteer.

I'm gong to also show you with a practical real-life website, how you can even avoid wasting time on creating a web scraper in the first place, by reverse engineering websites and finding their hidden API's!

Learn how to avoid being blocked from websites when developing out your scraper, by building out the scraper in a test-driven way with mocked html, rather than hitting the website every time as you're debugging and developing it. You'll also learn what you can do if you're blocked and your alternatives to get your scraper up and running regardless!

You will also learn how to scrape on a server with a bad connection, or even if you have a bad connection.

You'll even learn how to save your results to a CSV file and MongoDB!

How do you build a scraper that scrapes every 1 hour (or other interval), and deploy it do a cloud host like Heroku or Google Cloud? Let me show you, quick and easy!

How do you scrape a site requiring passwords? I'm going to show you that too with a real website (Craigslist)!

How do you serve your scraping results in a REST API with Nodejs Express? And how can we build a React frontend that's showing the results? You'll learn that too, in the quickest and simplest way possible!

Plus, a section covering how to make a basic GraphQL API is included in the course.

As a last cherry on the top, I have a section containing a secret backdoor showing you how to scrape Facebook using only Request!

If you have issues regarding a site you're trying to scrape yourself, it's totally okay to reach out to me for some help. I'd be happy to point you in the right direction! Whatever issues my students are facing, I use that to expand on my course!

Who this course is for:
Anyone who wants to learn how to scrape web sites using Nodejs!

Homepage

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Python 3 Data Science - Time Series with Pandas

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Python 3 Data Science - Time Series with Pandas
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 5.35 GB
Duration: 12 hours | Genre: eLearning Video | Language: English

Learn NumPy, Matplotlib, Jupyter, Pandas, Plotly, Altair, Seaborn, and Time Series Analysis in a single course.

What you'll learn

Understand the Scientific Python Ecosystem
Understand Data Science, Pandas, and Plotly
Learn basics of NumPy Fundamentals
Learn Advanced Data Visualization
Learn Data Acquisition Techniques
Linear Algebra and Matrices
Time Series with Pandas
Time Series with Plotly, Matplotlib, Altair, and Seaborn

Requirements

Windows PC/ Raspberry Pi with Internet Connection
Zeal and enthusiasm to learn new things
a burning desire to take your career to the next level
Basic Programming and Python Programming Basics
basic mathematics knowledge will be greatly appreciated

Description

Become a Master in Data Acquisition, Visualization, and Time Series Analysis with Python 3 and acquire employers' one of the most requested skills of 21st Century! An expert level Data Science professional can earn minimum $100000 (that's five zeros after 1) in today's economy.

This is the most comprehensive, yet straight-forward course for the Data Science and Time Series with Python 3 on Udemy! Whether you have never worked with Data Science before, already know basics of Python, or want to learn the advanced features of Pandas Time Series with Python 3, this course is for you! In this course we will teach you Data Science and Time Series with Python 3, Jupyter, NumPy, Pandas, Matplotlib, and Plotly .

(Note, we also provide you PDFs and Jupyter Notebooks in case you need them)

With over 95 lectures and more than 10 hours of video this comprehensive course leaves no stone unturned in teaching you Data Science with Python 3, Pandas, and Time Series Analysis!

This course will teach you Data Science and Time Series in a very practical manner, with every lecture comes a programming video and a corresponding Jupyter notebook that has Python 3 code! Learn in whatever manner is the best for you!

We will start by helping you get Python3, NumPy, matplotlib, Jupyter, Pandas, and Plotly installed on your Windows computer and Raspberry Pi.

We cover a wide variety of topics, including:

Basics of Scientific Python Ecosystem

Basics of Pandas

Basics of NumPy and Matplotlib

Installation of Python 3 on Windows

Setting up Raspberry Pi

Tour of Python 3 environment on Raspberry Pi

Jupyter installation and basics

NumPy Ndarrays

Array Creation Routines

Basic Visualization with Matplotlib

Ndarray Manipulation

Random Array Generation

Bitwise Operations

Statistical Functions

Basics of Matplotlib

Installation of SciPy and Pandas

Linear Algebra with NumPy and SciPy

Data Acquisition with Python 3

MySQL and Python 3

Data Acquisition with Pandas

Dataframes and Series in Pandas

Time Series in Pandas

Time Series analysis with Matplotlib, Plotly, Seaborn, and Altair

So what are you waiting for? Learn Data Science and Time Series with Python 3 in a way that will advance your career and increase your knowledge, all in a fun and practical way!

Who this course is for:

Data Science Professionals: Data Scientists and Data Engineers
AI and Machine Learning Professionals
Scientists, Mathematicians, Physicists, and Engineers
Python Developers and Programmers
Managers and Business Professionals
Anyone who wants to learn

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Ultimate AWS Certified Solutions Architect Associate 2019

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Ultimate AWS Certified Solutions Architect Associate 2019
HIGHEST RATED | Created by Stephane Maarek | AWS Certified Solutions Architect & Developer | Video: 1280x720 | Audio: AAC 48KHz 2ch | Duration: 17:58 H/M | Lec: 221 | 6.02 GB | Language: English | Sub: English

Pass the AWS Certified Solutions Architect Certification. Complete AWS Certified Solutions Architect Associate Training!

What you'll learn
Pass the AWS Certified Solutions Architect Associate Certification (SAA-C01)
All 500+ slides available as downloadable PDF
Perform Real-World Solution Architecture on AWS
Learn AWS Fundamentals (EC2, ELB, ASG, RDS, ElastiCache, S3)
Learn Serverless Fundamentals (Lambda, DynamoDB, Cognito, API Gateway)
Analyze 10+ Solution Architectures (traditional & serverless)
Understand the Well Architected Framework, Disaster Recovery
Master all the differences of Databases on AWS
Secure your entire AWS Cloud using KMS, IAM Policies & SSM

Requirements
Know the basics of IT
No AWS Cloud experience is necessary, we'll use the AWS Free Tier
Windows / Linux / Mac OS X Machine

Description
Welcome! I'm here to help you prepare and PASS the newest AWS Certified Solutions Architect Associate exam.

-----------------------------------

Beginners welcome: no need to know anything about AWS!

The AWS Certified Solutions Architect certification is one of the most challenging exams. It's great at assessing how well you understand not just AWS, but making sure you are making the best architectural decisions based on situations, which makes this certification incredibly valuable to have and pass. Rest assured, I've passed it myself with the score of 982 out of 1000. Yes you read that right, I only made one mistake! Next, I want to help YOU pass the AWS Solutions Architect certification with flying colors.

This is going to be a long journey, but passing the AWS Certified Solutions Architect exam will be worth it!

This course is different from the other ones you'll find on Udemy. Dare I say, better (but you'll judge!)

We will spend over three hours discussing solution architecture on AWS in depth.

It covers in depth all the new topics on the AWS Certified Solutions Architect SAA-C01 exam

It's packed with practical knowledge on how to use AWS inside and out as a solutions architect

It teaches you how to prepare for the AWS exam AND how to prepare for the real world

It's a logical progression of topics, not a laundry list of random services

It's fast paced and to the point

It has professional subtitles

All 500+ slides available as downloadable PDF

Concretely, here's what we'll learn to pass the exam:

The AWS Fundamentals: IAM, EC2, Load Balancing, Auto Scaling, EBS, EFS, Route 53, RDS, ElastiCache, S3, CloudFront

The AWS CLI: CLI setup, usage on EC2, best practices, SDK, advanced usage

In Depth Database comparison: RDS, Aurora, DynamoDB, Neptune, ElastiCache, Redshift, ElasticSearch, Athena

Monitoring, Troubleshooting & Audit: AWS CloudWatch, CloudTrail

AWS Integration & Messaging: SQS, SNS, Kinesis

AWS Serverless: AWS Lambda, DynamoDB, API Gateway, Cognito

AWS Security best practices: KMS, SSM Parameter Store, IAM Policies

VPC & Networking in depth

AWS Other Services Overview: CICD (CodeCommit, CodeBuild, CodePipeline, CodeDeploy), CloudFormation, ECS, Step Functions, SWF, EMR, Glue, OpsWorks, ElasticTranscoder, AWS Organizations, Workspaces, AppSync, Single Sign On (SSO)

Tips to ROCK the exam

This course is full of opportunities to apply your knowledge:

There are many hands-on lectures in every section

There are quizzes at the end of every section

There's a practice exam at the end of the course

We'll be using the AWS Free Tier most of the time

I'll be showing you how to go beyond the AWS Free Tier (you know... real world!)

Who this course is for?
Anyone wanting to acquire the knowledge to pass the AWS Certified Solutions Architect Associate Certification
Solutions Architects who want to know how to leverage all AWS services for their solution architecture

Homepage

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Build Airbnb with Ruby on Rails - Level 1

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Build Airbnb with Ruby on Rails - Level 1
Video: .MP4, 1280x800 | Audio: AAC, 44kHz, 2ch | Duration: 10h
Genre: eLearning | Language: English | Size: 6,23 GB

About
Airbnb is a series of 3 Projects (Pikachu, Kong, Godzilla) with 3 different levels (Level 1, 2, 3). We are going to build a platform like Airbnb.

In this Airbnb project, I will walk you through steps to develop apps like Airbnb with core functionalities from scratch. You don't need to learn everything about HTML, CSS, Javascript or Ruby on Rails to just create a web application. In my methodology which I called POA (Product-Oriented-Approach), you just need to learn what you need. Doing this way, it won't make you a superstar developer but will get you something REAL quickly and efficiently, especially for Entrepreneurs & Founders.

Who It's For
Beginners

Promotion seekers

Entrepreneurs & Founders

Designers

Front-end Developers

What skills will we learn during this Level 1?
How to quickly create a web app with Ruby on Rails.

Style your web app easily and quickly with Bootstrap.

Design your UI like a modern style using in AirBnb.

Use Facebook to authenticate your users.

How to send transactional emails with Gmail/Mailgun.

How to create Object models for a business idea.

Handle photo uploading process with AJAX.

Process searching function with different criteria.

Handle location searching on Google Map.

Handle jQuery event for UI controls.

What features will we build in this Level 1?
Simple authentication with email/password.

Advanced authentication with Facebook.

Sending transactional email when new user signed up.

Page for users to edit Profile

Page for hosts to create/edit Room

Photos Upload to AWS S3.

Room reservation system with Start Date, End Date.

Room searching system with different criteria.

Functions Allow Hosts to Create Rooms in Steps.

2-way Review System.

AJAX Searching.

Requirement
All I ask for is to pass the Free course "Learn Ruby on Rails, Heroku and Wistia APIs" with the understanding of how Rails works. That's it.

Homepage

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Build Fiverr marketplace with Python Django and Braintree

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Build Fiverr marketplace with Python Django and Braintree
Video: .MP4, 1280x776 | Audio: AAC, 44kHz, 2ch | Duration: 6h
Genre: eLearning | Language: English | Size: 5.44 GB

In this project, you will be learning how to build a 2 sided marketplace like Fiverr with Python Django and Braintree, a payment gateway. This project will take you through everything from setup to execution and from empty folder to a real app.but it won't stop there. You won't just be watching these videos...you'll actually build this site yourself..

With Django, you don't need to be developer to take this project. With minimum of basic programming language, you will see this project is super easy and fast to get started and you definitely can build your own ideal application based on the knowledge your learn from here.

Specially, if you want to build an e-commerce marketplace that need the ability to accept online customer payments then here we go. You will learn the easiest way to accept payments with your Django web applications.

Prerequisites/Requirements
You should understand basic of HTML and CSS.

Basic understand of how String, Functions and oriented objects works.

You want to learn Python in quick way :)

What skills will we learn during this project?
Learn how to setup virtual environment to work with Python.

Learn how to work with MVC Model in your Python application.

Leverage the power of Django to simplify your code and effort to build a real app.

Learn how to work with Python code in HTML templates.

Applying Bootstrap templates into your code.

Learn how to deal with static resources in development and production.

Learn how to use third party to power up your app.

Learn how to deploy your Python application on a real hosting.

What features will we build in this project?
A two sided marketplace which is suitable for crowdsourcing idea.

Signing up with Facebook.

Administration Dashboard for Super Admin.

Payment Gateway with Braintree/PayPal.

Uploading photos from client to server side.

Dashboard for end-users.

Creating Review for gigs.

Homepage

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机器学习 A-Z (Machine Learning A-Z in Chinese)

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机器学习 A-Z (Machine Learning A-Z in Chinese)
Created by Hadelin de Ponteves, Kirill Eremenko, 武亦文 Yiwen, 李秦 Qin, SuperDataScience Team | Video: 1280x720 | Audio: AAC 48KHz 2ch | Duration: 32:41 H/M | Lec: 227 | 10.1 GB | Language: Simplified Chinese

Fully build a knowledge structure for machine learning and build different machine learning models in Python and R. The course content includes all code templates.

What you'll learn
Master Machine Learning on Python & R
Have a great intuition of many Machine Learning models
Make accurate predictions and powerful analysis
Make robust Machine Learning models
Create strong added value to your business
Use Machine Learning for personal purpose
Handle specific topics like Reinforcement Learning, NLP and Deep Learning
Handle advanced techniques like Dimensionality Reduction
Know which Machine Learning model to choose for each type of problem
Build an army of powerful Machine Learning models and know how to combine them to solve any problem

Requirements
Just some high school mathematics level.

Description
Interested in the field of Machine Learning? Then this course is for you!

This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms and coding libraries in a simple way.

We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.

This course is fun and exciting, but at the same time we dive deep into Machine Learning. It is structured the following way:

Part 1 - Data Preprocessing
Part 2 - Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression
Part 3 - Classification: Logistic Regression, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification
Part 4 - Clustering: K-Means
Part 5 - Association Rule Learning: Apriori
Part 6 - Reinforcement Learning: Upper Confidence Bound, Thompson Sampling
Part 7 - Natural Language Processing: Bag-of-words model and algorithms for NLP
Part 8 - Deep Learning: Artificial Neural Networks, Convolutional Neural Networks
Part 9 - Dimensionality Reduction: PCA, Kernel PCA
Part 10 - Model Selection & Boosting: k-fold Cross Validation, Grid Search.
Moreover, the course is packed with practical exercises which are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models.

And as a bonus, this course includes both Python and R code templates which you can download and use on your own projects.

Who this course is for?
Anyone interested in Machine Learning.
Students who have at least high school knowledge in math and who want to start learning Machine Learning.
Any intermediate level people who know the basics of machine learning, including the classical algorithms like linear regression or logistic regression, but who want to learn more about it and explore all the different fields of Machine Learning.
Any people who are not that comfortable with coding but who are interested in Machine Learning and want to apply it easily on datasets.
Any students in college who want to start a career in Data Science.
Any data analysts who want to level up in Machine Learning.
Any people who are not satisfied with their job and who want to become a Data Scientist.
Any people who want to create added value to their business by using powerful Machine Learning tools.

Homepage

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Node.js, Express, MongoDB & More: The Complete Bootcamp 2019

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Node.js, Express, MongoDB & More: The Complete Bootcamp 2019
Video: .MP4, 1280x720 | Audio: AAC, 44 kHz, 2ch | Duration: 42h
Genre: eLearning | Language: English | Size: 19,7 GB

Master Node by building a real-world RESTful API and web app (with authentication, Node.js security, payments & more)

What you'll learn
Master the entire modern back-end stack: Node, Express, MongoDB and Mongoose (MongoDB JS driver)
Build a complete, beautiful & real-world application from start to finish (API and server-side rendered website)
Build a fast, scalable, feature-rich RESTful API (includes filters, sorts, pagination, and much more)
Learn how Node really works behind the scenes: event loop, blocking vs non-blocking code, streams, modules, etc.
CRUD operations with MongoDB and Mongoose
Deep dive into mongoose (including all advanced features)
How to work with data in NoSQL databases (including geospatial data)
Advanced authentication and authorization (including password reset)
Security: encryption, sanitization, rate limiting, etc.
Server-side website rendering with Pug templates
Credit card payments with Stripe
Sending emails & uploading files
Deploy the final application to production (including a Git crash-course)
Downloadable videos, code and design assets for projects

Do you want to build fast and powerful back-end applications with JavaScript? Would you like to become a more complete and in-demand developer?

Then Node.js is the hot technology for you to learn right now, and you came to the right place to do it!

Welcome to the Complete Node.js, Express and MongoDB Bootcamp, your fast track to modern back-end development.

This course is the perfect all-in-one package that will take you from a complete beginner to an advanced, highly-skilled Node.js developer.

Like all my other courses, this one is completely project based! And not just any project: it's a complete, beautiful and feature-rich application, containing both a RESTful API and a server-side rendered website. It's the most fantastic and complete project that you will find in any Node.js course on the internet!

By building this huge project, you will learn all the skills that you need in order to plan, build and deploy your own modern back-end applications with Node.js and related technologies.

(Actually, if you feel like exploring the project, you can do so at natours.dev. And this is only a small part of the project! Log in with "[email protected]" and password "test1234")

After finishing this course, you will:

1) Be building you own fast, scalable and powerful Node.js RESTful APIs or web applications;

2) Truly understand how Node.js works behind the scenes;

3) Be able to work with NoSQL data and model data in real-world situations (a hugely important skill);

4) Know how modern back-end development works, and how all the different technologies fit together (hard to understand from scattered tutorials and videos);

5) Have experience in professionally-used tools and libraries like Express, Mongoose, Stripe, Sendgrid, Atlas, Compass, Git, Heroku, and many more;

6) Have built a complete application, which is a perfect starting point for your own applications in the future.

Please note that this course is NOT for absolute web development beginners, so you should already be familiar with basic JavaScript. NO back-end experience required though!

It's an absolutely full-packed, deep-dive course with over 40 hours of content!

Since this is the "Complete Node.js Bootcamp", the course is crammed with tons of different technologies, techniques, and tools, so that you walk away from the course as a complete Node.js developer.

That's why the course turned out to be over 40 hours long. But if that sound like too much for you, don't worry, there are videos or entire sections that you can safely skip.

Here is exactly what you're gonna learn:

Fundamentals of Node.js, core modules and NPM (Node Package Manager)

How Node.js works behind the scenes: event loop, blocking vs non-blocking code, event-driven architecture, streams, modules, etc.

Fundamentals of Express (Node.js framework): routing, middleware, sending responses, etc.

RESTful API design and development with advanced features: filtering, sorting, aliasing, pagination

Server-side website rendering (HTML) with Pug templates

CRUD operations with MongoDB database locally and on the Atlas platform (in the cloud)

Advanced MongoDB: geospatial queries, aggregation pipeline, and operators

Fundamentals of Mongoose (MongoDB JS driver): Data models, CRUD operations, data validation, and middleware

Advanced Mongoose features: modeling geospatial data, populates, virtual populates, indexes, etc.

Using the MVC (Model-View-Controller) architecture

How to work with data in NoSQL databases

Advanced data modelling: relationships between data, embedding, referencing, and more

Complete modern authentication with JWT: user sign up, log in, password reset, secure cookies, etc.

Authorization (user roles)

Security: best practices, encryption, sanitization, rate limiting, etc.

Accepting credit card payments with Stripe: Complete integration on the back-end and front-end

Uploading files and image processing

Sending emails with Mailtrap and Sendgrid

Advanced error handling workflows

Deploying Node.js application to production with Heroku

Git and GitHub crash course

And so much more!

Why should you learn Node.js and take this course?

If you want to learn Node.js and modern back-end development, then there is no doubt that this course is for you!

It's the biggest Node.js course on the internet, it has by far the most complete course project, and offers the most in-depth explanations of all topics included.

And even if you already know some Node.js, you should still take this course, because it contains subjects that are not covered anywhere else, or not in the same depth!

But maybe you're not yet convinced that Node.js really is the right technology for you to learn right now?

Well, first, Node.js will allow you to use your JavaScript skills to build applications on the back-end. That itself is a huge gain, which makes your full-stack development process so much easier and faster.

Plus, popularity and opportunities for Node.js are off the charts. It's a modern, proven and reliable technology, used by tech giants (and 6-figure-salary-paying-companies) like Netflix, PayPal, Uber, and many more.

Node.js really is what you should invest your time in, instead of outdated technology like PHP.

In summary, if you already know JavaScript, learning Node is the logical next step for you! It will make you a better, more versatile and complete developer, which will ultimately boost your opportunities in the job market!

And I created this course to help you do exactly that! It really is the course I wish I had when I was first learning back-end development with Node.js and all related technologies.

And this is what you get by signing up today:

Lifetime access to 40+ hours of HD quality videos. No monthly subscription. Learn at your own pace, whenever you want;

All videos are downloadable. Learn wherever you want, even without an internet connection!

Friendly and fast support in the course Q&A whenever you have questions or get stuck;

English closed captions (not the auto-generated ones provided by Udemy);

Course slides in PDF format;

Downloadable assets, starter code and final code for each section;

Lots of small challenges are included in the videos so you can track your progress.

And now, I hope to welcome you as a new student in my course! So click that "Enroll" button right now, and join me in this adventure today!

But if you're not 100% sure yet, just go ahead and watch the promo video to take a look at the course project. I promise you will be amazed :)

See you in the course!

Who this course is for:
Take this course if you want to build amazingly fast and scalable back-end applications using the JavaScript skills you already have. Node is the perfect tool for you!
Take this course if you're a front-end developer looking to go into back-end development using the most complete course on the market.
Take this course if you have taken other Node courses but: 1) still don't feel confident to code real-world apps, or 2) still feel like you need more back-end skills. This course is perfect for you!
Take this course if you're an experienced Node developer who wants to add new skills missing in other courses: How Node works behind the scenes, advanced data modelling, geospatial data, complete and secure authentication, stripe payments, and more.

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.NET CORE 3.0 API development (Updated)

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.NET CORE 3.0 API development (Updated)
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 7.17 GB
Duration: 12.5 hours | Genre: eLearning Video | Language: English

learn all that you need to know to develop .net core 3.0 API projects


What you'll learn

Practical .NET CORE API development skills
Handling HTTP requests and responses
Skills to use to use SQL server (MSSQL)
REST API development

Requirements

visual studio
c# understanding

Description

This course will give introduction to .net core APIs, from the very basic to advanced levels. You will be introduced to various functionality and data handling. With that, you will also be provided a real-world example, which will include developing custom authentication, registration and authorization, as well as some other data entry and output features.

The course is especially useful for people who seek practical, rather than theoretical knowledge. Also, the course will avoid using highly-technical language, therefore, if you are working or you are planning to work with non-tech people, you will learn some communication skills for those situations.

Who this course is for:

microsoft technology family developers
.NET beginners
Experienced API developers seeking/preparing for a new position
API beginners
API developers switching technologies

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