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O'Reilly - Natural Language Text Processing with Python
Duration: 1h 54m | Video: h264, yuv420p 1280x720 | Audio: aac, 44100 Hz, 2 ch | 445 MB
Genre: eLearning | Language: English | Project Files​

by Jonathan Mugan
Publisher: Infinite Skills
Release Date: January 2017
ISBN: 9781491976487
Topics: Python

Video Description

Even though computers can't read, they're very effective at extracting information from natural language text. They can determine the main themes in the text, figure out if the writers of the text have positive or negative feelings about what they've written, decide if two documents are similar, add labels to documents, and more.

This course shows you how to accomplish some common NLP (natural language processing) tasks using Python, an easy to understand, general programming language, in conjunction with the Python NLP libraries, NLTK, spaCy, gensim, and scikit-learn. The course is designed for basic level programmers with or without Python experience.

Gain practical hands-on natural language processing experience using Python
Understand how to tokenize text so it can be processed as symbols
Learn to convert text and words to vectors using TF-IDF and word2vec
Explore dependency parsing, sentiment analysis, and LDA topic modeling
Learn to find named entities in text and map them to an external knowledge base
Understand the capabilities and limitations of natural language text processing

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What's New in Word 2013?
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 6 | 277 MB
Genre: eLearning | Language: English​

The New Word Update Solves Old Issues And Makes Word Processing Easier To Manage In The Web-Based Business World

Collaborating, reviewing, and commenting on documents just became easier. Access to documents - especially considering the hyper-mobile business environment - requires more accessibility options than ever before. Word 2013 are sure to have a significant impact on the way you use your Word processing application.

In just six modules, this course will show you how to use new functions and features, including:

·How To Use The Status Bar To Maintain Precise Control Over Your Documents

·The New Backstage View: Putting Your Files At Your Fingertips

·Alignment Guides And Enhanced Text Wrapping

·Improvements To Tracking Changes & Collaboration

·New Capabilities IN Working With Graphics

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Learning React.js Scalable and High-Performance Apps
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours 41M | 987 MB
Genre: eLearning | Language: English​

It's one thing to build an app that runs well on your test system, but it's quite another to build an app that still performs well when it's live with thousands of users. This course will help you take your apps to the next professional level, while making sure they remain performant at scale. There are many aspects to optimizing your React applications, some that you can apply later, and others that need to be designed in from the beginning. This course will give you tips and advice for both.

Covering JavaScript, CSS, and React-specific tips and advanced techniques, this course will make sure that you can build highly optimized, production-ready applications. The course begins by looking at important considerations you should build in to the planning stage of your apps: making sure options are set correctly, getting the most from Webpack, and optimizing your application's dependencies. We then go on to look in detail at some of the new performance enhancements that ES6 brings, such as using let and const instead of vars and advanced memory management for strings. Next, we cover more general JavaScript performance optimizations, and using ExpressJS for fast server-side rendering. Finally, we examine how best to package up all of the individual parts of your application to achieve the smallest file sizes and smoothest caching.

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Startup Pitching Crash Course - Learn To Pitch Properly
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | Lec: 40 | 469 MB
Genre: eLearning | Language: English​

600 USD Spreadsheets FOR FREE, Startup Insights & Free 24/7 Personal Support

"Leon is an incredibly knowledgable and smart teacher! I normally don't like purchasing Udemy courses but this was really worth it!"(Ben S., MN, USA)"This was simply great! Thanks for compressing the knowledge and teaching me what I wanted to learn. Great video, audio and content! Can really recommend this course to anyone who wants to learn how to pitch!"(Annette D., Germany)Have you struggled with pitching but do you need money in order to build your business? Then this course will jumpstart you on how to pitch your startup properly. Only 0.05% of all companies every receive venture capital, 97% of those companies are middle-size businesses. Let's turn this around and make you stand out. Let's boost your confidence and give you a clear guideline on how to lay out your content, structure your slides, assess problems, convince venture capitalists and leave a positive long-lasting impression.Building a business can become much easier if you receive venture capital. I know it first hand. I took my business from 0USD to 4.3Million USD in only 2 years because of venture capital. There is risk behind venture capital and we have to take it very seriously. Venture capital is not the only way to go. I will address exactly this in the course. Nevertheless, venture capital is connected to most often a distribution network (that the venture capitalists has access to). You will also most likely receive guidance and support which can also be very valuable for young entrepreneurs.When I was 14 years old, I had my first pitch. I failed miserably. I know how you feel. And, I will help you get through. By purchasing this course, you will not just take your pitching skills to the next level but will actually save tons of money. Here is why: You are right now in the right position in order to receive 10.000 USD, 50.000 USD, 500.000USD or even 1.000.000 USD in venture capital. Taking this course means getting much closer to the amount of capital that you need in order to finally build your business. Looking for mentors takes years. You should not waste time looking for a mentor because I will be yours. If you have any questions, you can contact me at any time and I will answer you in detail!

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Lynda - Microsoft Azure: Business Continuity
Size: 317 MB | Duration: 2h 27m | Video: AVC (.mp4) 1280x720 15&30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Intermediate | Language: English​

Ensure that your business is able to overcome unexpected or challenging events by using options in Microsoft Azure for your business continuity and disaster recovery (BCDR) plans. This course provides network administrators instructions for how to use Azure Backup Server and Site Recovery to keep data safe and recoverable. Instructor Matt Hester demonstrates how to implement a BCDR strategy, regardless of whether your infrastructure is on-premises, in the cloud, or a hybrid setup. He shows how to configure your systems to remain continuously available during planned or unplanned downtime.

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Intoduction to Web Design in Photoshop
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3.5 Hours | Lec: | 738 MB
Genre: eLearning | Language: English​

From Zero to Hero. Start with no knowledge of design, finish with new skill in hand. At the end of the course you will be able to design any types of web home pages and make a career as certified Freelance Web Designer.

You Can Use either Mac or Windows
No Prior Experience
No coding or Programming
Design Web Homepages From Scratch in Photoshop
No design or Photoshop knowledge necessary because I will teach you that
Videos have closed captions to easily understand the courseIn this wonderful journey I will show you how to get started in designing. I want you to apply all the knowledge you learned in real world projects.
Prepare Yourself for a New Career in Web Designing by Learning New Skills.You Will Learn How to Use Adobe Photoshop in simple ways.
Design Any Types of Web homepages

Tips on How to Win Web Design Projects.

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Lynda - Learning UICollectionView

Size: 297 MB | Duration: 1h 7m | Video: AVC (.mp4) 1280x720 15&30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Intermediate | Language: English​

iOS developers who feel stifled by the limitations of UITableView can turn to UICollectionView for a more customizable way to control how items are laid out. Collection views present items in a grid pattern, allowing you to address gaps that table views don't cover. In this course, Mark DiFranco shows how to integrate collection views with your project, handle changes in data, and use a collection view layout. These techniques allow for the creation of a more flexible and diverse user interface for iOS applications. As you progress through the course, you'll see these new concepts in action in the development of a shopping cart app that displays its contents in a grid and animates any changes.

Topics include:
Populating cells
Reloading items
Animating insertions, deletions, and movements
Configuring a UICollectionViewFlowLayout
Interactively changing the layout
Creating a custom UICollectionViewLayout

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O'Reilly - Reactive Python for Data Science
Duration: 2h 17m | Video: h264, yuv420p 1280x720 | Audio: aac, 44100 Hz, 2 ch | 1.24 GB
Genre: eLearning | Language: English​

by Thomas Nield
Publisher: O'Reilly Media, Inc.
Release Date: January 2017
ISBN: 9781491979006
Topics: Python

Video Description

Reactive programming is shaping the future of how we model data. With reactive, not only can you concisely wrangle and analyze static data, you can effectively work with data as a real-time infinite feed. Reactive Extensions (Rx) first gained traction in 2009 and has been ported to over a dozen major languages and platforms. In this course, you'll learn to use RxPy, a lightweight Rx library, in Python data analysis workflows. It's designed for basic Python users who want to move beyond ad hoc data analysis and make their code geared toward a production environment, as well as for programmers familiar with Scala, Java 8, C#, Swift, and Kotlin who are interested in using the modern higher-order functional chain patterns from those languages.

Gain detailed awareness of the benefits of reactive programming in data science
Discover how to solve problems "the reactive way" using push-based versus pull-based iteration
Understand why reactive programming produces strong, simple, resilient code models
Learn to leverage RxPy for concurrency when cluster computing hardware is unavailable
Master the use of RxPy and create more robust Python code for all your data science tasks

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Aliexpress - How to be a Top Superstar Aliexpress Affiliate
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | Lec: 22 | 285 MB
Genre: eLearning | Language: English​

Everything you need to know about Aliexpress Affiliate and how to be a top Aliexpress Affiliate

Learn to make extra cash as an Aliexpress affiliate in this course.Why must you become an Aliexpress affiliate?

Aliexpress is now the biggest marketplace generating sales of over $240 billion. It has sales transaction more than Amazon and Ebay and it has millions of products for you to sell to make money. Best of all, Aliexpress pays you a higher commission than Amazon. Aliexpress offers free shipping on almost all products and supports many languages and this means you can target shoppers on a global scale. So, if you want to make that extra hundreds and thousands of dollars every month then learn how to become an Aliexpress affiliate now.In this Superstar Aliexpress Affiliate course, we will teach you with no barriers and goes in-depth to guide you each step of the way. We will teach you from setting up the affiliate account, to discovering hot-selling products and promotion strategies to help you make money easily. Both myself (Winston Wee) & KC Goh have with us over a decade of online marketing experience back in the 2000s and we have proof of earnings to show you from Aliexpress.In this Superstar Aliexpress Affiliate course, you will learn how to become a Top Affiliate and how to dominate a certain niche in Aliexpress. And you can learn all these and more fast!
The course aim to take you straight into being a superstar affiliate, it is a look over our shoulder. From what is aliexpress affiliate to creating a affiliate account to navigating the portal.

We show it all with no barriers.

This is the only course that covered in depth about being an Aliexpress affiliate

What are you waiting for? I will see you on the inside

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SOLIDWORKS - Design Communication Documentation - Consumer Products
Duration: 1h 22m | Video: h264, yuv420p 1280x720 | Audio: aac, 44100 Hz, 2 ch | 242 MB
Genre: eLearning | Language: English | Project Files​

Communicating effectively is critical for manufacturing parts and products overseas. You must define your product explicitly from every angle, every material, every finish, every tolerance. Anywhere that you leave a product under defined, is a place that you're likely to get something other than what you want. This course, SOLIDWORKS - Design Communication Documentation - Consumer Products, will describe how to prepare documentation for new products to be made at a contract manufacturer / foreign factory in SOLIDWORKS using custom properties and automatically generating tables. First, you'll learn how to specify materials, colors, and textures for your consumer product. Next, you'll explore modeling and sampling techniques to prototype your design. Finally, you'll learn how portions of the plastics manufacturing process work and then use that knowledge to make educated decisions about the factory's plan to make tooling for your product. By the end this course, you'll know how to document your design more fully, enabling you to get you what you asked for, more often. Software required: SOLIDWORKS.

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Lynda - Analyzing Big Data with Hive
Size: 289 MB | Duration: 1h 53m | Video: AVC (.mp4) 1280x720 30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Intermediate | Language: English​

Businesses thrive by making informed decisions that target the needs of their customers and users. To make such strategic decisions, they rely on data. Hive is a tool of choice for many data scientists because it allows them to work with SQL, a familiar syntax, to derive insights from Hadoop, reflecting the information that businesses seek to plan effectively. This course shows how to use Hive to process data. Instructor Ben Sullins starts by showing you how to structure and optimize your data. Next, he explains how to get Hue, the Hadoop user interface, to leverage HiveQL when analyzing data. Using the newly configured option, he then demonstrates how to load data, create aggregate tables for fast query access, and run advanced analytics. He also takes you through managing tables and putting functions to use. This course is designed to help you find new ways to work with datasets so you can answer the tough data science questions that come your way.

Topics include:
* Defining data structures in Hive
* Selecting data
* Joining tables
* Manipulating data
* Filtering results
* Aggregating data
* Using built-in aggregate functions
* Mastering built-in table-generating functions
* Using CUBE and ROLLUP
* Using clauses: WHERE and HAVING
* Using LIKE, JOIN, and SEMI JOIN
* Using functions: String, math, date, and conditional

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MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | Lec: 21 | 421MB
Genre: eLearning | Language: English

Learn why Bootstrap is so popular, guaranteed that once you start using Bootstrap you will love it!!!!​

This course covers Bootstrap 4 - overviews changes that are new from Bootstrap 3.

Explore what Bootstrap can do!!!!! Everything is included

Links and resources are included
Create a Bootstrap template
Find out how to add a Navbar
Create sections within the page
Add backgrounds and colors
customise Bootstrap components
How to use Bootstrap Scrollspy
Add jQuery animation for scrolling
and much more.....
I'm here to help you learn more about using Bootstrap and ready to answer any questions you may have.

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