Englische Tutorials

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Confidence and Reliability in Predictive Analytics Systems
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 22M | 41 MB
Genre: eLearning | Language: English​

Learn about predictive analytics systems and the importance of confidence and reliability in interpreting data science results. Explore confidence heuristics and their distinction with probability, anatomy of a prediction (both probabilistic and possibilistic), and custom-built reliability metrics.

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Extracting Structured Data from the Web Using Scrapy
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 347 MB
Genre: eLearning | Language: English​

Data analysts and scientists are always on the lookout for new sources of data, competitive intelligence, and new signals for proprietary models in applications. The Scrapy package in Python makes extracting raw web content easy and scalable.

Websites contain meaningful information which can drive decisions within your organization. The Scrapy package in Python makes crawling websites to scrape structured content easy and intuitive and at the same time allows crawling to scale to hundreds of thousands of websites. In this course, Extracting Structured Data from the Web Using Scrapy, you will learn how you can scrape raw content from web pages and save them for later use in a structured and meaningful format. You will start off by exploring how Scrapy works and how you can use CSS and XPath selectors in Scrapy to select the relevant portions of any website. You'll use the Scrapy command shell to prototype the selectors you want to use when building Spiders. Next, you'll see learn Spiders specify what to crawl, how to crawl, and how to process scraped data. You'll also learn how you can take your Spiders to the cloud using the Scrapy Cloud. The cloud platform offers advanced scraping functionality including a cutting-edge tool called Portia with which you can build a Spider without writing a single line of code. At the end of this course, you will be able to build your own spiders and crawlers to extract insights from any website on the web. This course uses Scrapy version 1.5 and Python 3.

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Hands-on Scikit-learn for Machine Learning
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 9 Hours | 1.57 GB
Genre: eLearning | Language: English​

Scikit-learn is arguably the most popular Python library for Machine Learning today. Thousands of Data Scientists and Machine Learning practitioners use it for day to day tasks throughout a Machine Learning project's life cycle. Due to its popularity and coverage of a wide variety of ML models and built-in utilities, jobs for Scikit-learn are in high demand, both in industry and academia.

If you're an aspiring machine learning engineer ready to take real-world projects head-on, Hands-on Scikit-Learn for Machine Learning will walk you through the most commonly used models, libraries, and utilities offered by Scikit-learn.

By the end of the course, you will have a set of ML problem-solving tools in the form of code modules and utility functions based on Scikit-learn in one place, instead of spread over several books and courses, which you can easily use on real-world projects and data sets.

All the code and supporting files for this course are available on Github at:

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Affinity Designer- Design artistic text and Create Fonts
.MP4, AVC, 1000 kbps, 1280x720 | English, AAC, 64 kbps, 2 Ch | 4h 57m | 3.11 GB
Created by Jeremy Hazel​

Every technique you need to design artistic text and fonts in Affinity Designer

Thanks for checking out this brand new master's course on text in Affinity Designer

The written word is one of the most powerful communication tools to ignite a feeling or move someone to action, and when combined with visually stunning presentation the result is nothing short of spectacular. This is why we created an ENTIRE COURSE ON ARTISTIC TEXT, TYPOGRAPHY AND FONT CREATION in Affinity Designer...to get you off and running with text that looks as good as your graphics, welcome to the master's class.

We wrote the book on the most comprehensive Affinity Designer Course on the market today...and we have followed up the best seller with the first COMPLETE Course on the subject of text in Affinity Designer. We cover the concept of text from all angles, including:

· How to create advertising centric text composition and let the text sell your story

· How to create Graffiti and visual street art style images to evoke a reaction in the viewer

· How to integrate images with photo to create moving stories that are visually pleasing

· How to utilize the powerful tools in Designer to integrate with Font Forge and create your own font

We also covered the tried and true design principles common to ANY typography, so you get the design education as well as the technical know -how to get the job done. This course is taught from a perspective of PROJECT and WORKFLOW, each section contains:

· All the technical aspects you will need to master to get the projects completed

· Challenge guided projects in each section that build on knowledge gained in other lessons

· Field challenge to connect with the concepts actually out in the real world.

At the end of the course you will be able to

Feel confident in your knowledge of typography and text
Create complex vector art from start to finish
Utilize design principles to make the message match the medium

With so many students, high reviews and a desire to learn.....we look forward to seeing you on the inside and making your vision for creation a reality.

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ASP.NET (MVC) 5 CORE: Web Development, jQuery & RESTful API
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | Lec: 30 | 279 MB
Genre: eLearning | Language: English​

ASP.NET (CORE ) MVC 5: Web & App Development In C#, jQuery Plugins & RESTful API, Web Services & Entity Framework

ASP.NET is revolutionizing the programming industry, this open-source and cross-platform application framework can let you program websites, applications and web services, but if you miss the opportunity to learn how to use this useful framework, other designers and developers will be chosen do complete these jobs.

What if you could change that?

My complete ASP.NET course will show you the exact techniques and strategies you need to build dynamic website, applications and web services, know ASP.NET standard controls, validate data, and create master pages. For less than a movie ticket, you will get over 4 hours of video lectures and the freedom to ask me any questions regarding the course as you go through it.

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Learning PLC Ladder Logic
MP4 | Video: 720p | Duration: 2:04:06 | English | Subtitles: VTT | 216.3 MB​

Industrial automation technologies have made manufacturing processes increasingly more efficient. Programmable logic controllers (PLCs) are commonly used in industrial automation, and many of these industrial computer control systems use ladder logic as their main programming language. In this course, engineer and educator Zahraa Khalil covers the basics of PLC ladder logic programming. Explore fundamental concepts such as rung operation, timer and counter instruction, and the main types of input and output instructions used in ladder logic programming. Along the way, Zahraa shares case studies that can help you grasp the real-world application of these concepts.



Topics include:



Input and output instructions
Field devices and program instructions
Adding multiple inputs using AND and OR methods
Adding multiple outputs
What branching means in ladder logic
Using latch/unlatch output instructions
Timer and counter instructions

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Beginner Guitar Lessons and Basics: Learn Guitar Today
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | Lec: 5 | 1.27 GB
Genre: eLearning | Language: English​

Learn to play guitar for beginners. A step-by-step guitar lesson to get you started. Guitar tuning, chords & first song!

This course is designed to teach you Guitar from the ground up. You will learn everything from tuning to playing your first song. If playing guitar has been a struggle for you the beginner modules here will help you get started! This is the perfect first course for the true beginner.

If you are more experienced you may want to dive into song selections and intermediate training in my other courses. For the singers, keep a look out for vocal coaching courses.

Joe Borowsky has taught hundreds of students and has played guitar for 20+ years. His teaching experience is substantial and has won top music school in his local city where he teaches well over 50+ hrs a week. Joe is also an accomplished singer-songwriter with 2 full length albums released and recently had a song featured during the 2018 Winter Olympics!

Get ready to play!

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Modeling and Visualization of Data in Pandas
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 756 MB
Genre: eLearning | Language: English​

This video course will support users as they work through a typical real-world data analysis project step-by-step using Pandas. It develops the deep knowledge and skills that will enable students to immediately tackle their own projects with Pandas at work.

This product demonstrates how to make financial models using Python's software library for data manipulation and analysis.

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Vanilla JavaScript: Client-Side Data Storage
MP4 | Video: 720p | Duration: 1:16:31 | English | Subtitles: VTT | 238.1 MB

​

Developers now have access to simple tools for storing small amounts of data locally, as well as the more sophisticated IndexedDB approach for larger or more structured kinds of data. In this course, Emmanuel Henri provides coverage of key client-side storage solutions for JavaScript developers. He goes over the basics of local and session storage and provides use cases that can help you determine when to opt for one type of web storage over the other. He also discusses how to set up and work with IndexedDB, including how to add, retrieve, and delete items with this powerful API. Plus, learn about localForage and other options for handling the local storage of large files.



Topics include:



HTML web storage
Local and session storage
Determining which type of web storage you need
Adding, retrieving, and deleting items with IndexedDB
Working with localForage, Dexie.js, and ZangoDB

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Learning Selenium Testing Tools
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 50M | 270 MB
Genre: eLearning | Language: English​

There is often a need to test your web applications against a vast number of browsers and platforms due to their increasing complexity. For this, you need to build highly reliable and maintainable test automation cases. Here's where Selenium comes in - it is one of the most easy-to-implement and efficient solutions for this.

"Learning Selenium Testing Tools" will help software testers to get up and running with Selenium. This course will help beginner testers to start learning right from the Selenium Tool installation. It will show you how to use the Selenium tool and take you through installing the Selenium IDE. Next, you will then move on to learning all about Selenium locators and be empowered to locate web elements in different ways. The automation framework development architecture will help in building our very own frame work and thus enable us to develop test scripts easily.

This video course is jam-packed with practical, real-world examples that will skill you up and increase your daily productivity.

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Test-Driven Development in C++
MP4 | Video: 720p | Duration: 2:20:55 | English | Subtitles: VTT | 383.6 MB

​

Every software developer wants to ship high-quality applications. Test-driven development (TDD) is a key discipline that can help you enhance your development processR12;and, in turn, your code baseR12;by ensuring that crashes and bugs are addressed early on. In this course, join Richard Wells as he covers unit testing and TDD for C++ projects. Richard provides an overview of both unit testing and TDD, explaining why both are crucial for developers. He also shows how to set up your development environment for TDD and goes over the Google Test C++ unit-testing framework. Throughout the course, he shares best practices and provides examples and test cases that can help you gain a practical understanding of TTD in C++.



Topics include:



What is test-driven development (TDD)?
Setting up your development environment
Setting up Google Test with Eclipse, Visual Studio, CLion, and Xcode
Working with Google Test
Test doubles
Google Mock library
TDD best practices

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Cryptography and Blockchain
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 640 MB
Genre: eLearning | Language: English​

Learn all about cryptography in this video series. Master cryptographic skills and blockchain principles through ten video clips:

Origin of Cryptography. This first clip in the series covers how cryptography developed from ancient to modern times. Numerous famous ciphers are noted along with their encryption techniques. Rivest, Shamir, and Adelman (RSA) is introduced as well.
Cryptography Basics. This second clip in the series explains cryptography along with simple mathematics and sophisticated algorithms.
About Randomness. This third clip in the series covers the criteria for randomness and the theory of numbers as well as the concepts of groups, rings, and fields.
Cryptographic Systems with Secret Keys. This fourth clip in the series covers cryptographically strong systems.
Cryptographic Systems with Public Keys. This fifth clip in the series covers cryptographic systems with public keys and why such systems are still needed.
Integrity, Accessibility, and Confidentiality of Information. This sixth clip in the series covers the main protocols that implement authentication and e-signatures and then we practice sending a confidential message.
Substitution and Transposition Cipher. This seventh clip in the series covers how substitution and transposition work as well as both polyalphabetic and monoalphabetic ciphers.
Man-in-the-middle Attacks. This eighth clip in the series covers the practical implementation of the man-in-the-middle attack.
AES or RSA? This ninth clip in the series covers the Advanced Encryption Standard (AES) and Rivest, Shamir, and Adelman (RSA) algorithms and when to use each. Learn how to generate hash functions and how the modern Internet works.
Electronic Money. This tenth clip in the series covers electronic money and what it means for cryptography.

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