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Ensemble Machine Learning Techniques
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 743 MB
Genre: eLearning | Language: English​

Ensemble is a powerful way to upgrade your model as it combines models and doesn't assume a single model is the most accurate. But what if we combine these models as a way to drop those limitations to produce a much more powerful classifier or regressor?

This course will show you how to combine various models to achieve higher accuracy than base models can. This has been the case in various contests such as Netflix and Kaggle, where the winning solutions used ensemble methods.

If you want more than a superficial look at machine learning models and wish to build reliable models, then this course is for you.

The code bundle is placed at this link

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Computer Vision Projects with Python 3
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 19M | 505 MB
Genre: eLearning | Language: English​

The Python programming language is an ideal platform for rapidly prototyping and developing production-grade codes for image processing and computer vision with its robust syntax and wealth of powerful libraries.

This video course will start by showing you how to set up Anaconda Python for the major OSes with cutting-edge third-party libraries for computer vision. You'll learn state-of-the-art techniques to classify images and find and identify humans within videos.

Next, you'll understand how to set up Anaconda Python 3 for the major OSes (Windows, Mac, and Linux) and augment it with the powerful vision and machine learning tools OpenCV and TensorFlow, as well as Dlib. You'll be taken through the handwritten digits classifier and then move on to detecting facial features and finally develop a general image classifier.

By the end of this course, you'll know the basic tools of computer vision and be able to put it into practice.

The code bundle for this video course is available at -

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Picking the Perfect Portrait Gear
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 596 MB
Genre: eLearning | Language: English​

It's always best to use the right tool for the job. While the gear for portraiture is similar to other forms of photography, there are still many artistic and technical choices to make that will affect the tools you select. In this course, Chris Orwig-a photographer whose portraits have been featured everywhere from Rolling Stone to The New York Times-shows you how to build the ideal portrait photography kit. He first helps you decide on your approach. Are you a minimalist, a traveler, or an architect? He then reviews the equipment you need to actualize your vision: the right camera, lenses, lights, bags, backdrops, rollers, and more. Using these tips, you can invest in the right gear, right away, and create a kit that matches your photographic style.

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PHP Tips, Tricks, and Techniques
MP4 | Video: 720p | Duration: 4:34:05 | English | Subtitles: VTT | 542.3 MB​

Become a better PHP programmer, one tutorial at a time. The series brings you tips, tricks, and techniques to build your PHP skills. David Powers offers a new course to broaden your understanding of what PHP can do and to help you become a more productive developer. To follow along, you should have a thorough understanding of PHP basics, but if you're still a beginner, you can watch this series for a dose of inspiration, until you're ready to implement the techniques in your own projects.

Note: The exercise files are free to all members. The code is commented to enhance your learning, but you will need database connectivity for some files to run as intended.

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Unity 2017 - Building a Tilemap 2D Game from Scratch
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 340 MB
Genre: eLearning | Language: English​

2D games are everywhere! Timeless and popular, 2D games represent a substantial segment of the games market. The Unity engine has revolutionized the gaming industry by making it easier for game developers to create quality games on a budget. If you are looking for a guide to creating 2D games using Unity 2017, look no further. With this course, you will learn all the essentials of 2D game development in a step-by-step manner throughout the course. The game will have you running and jumping across platforms to collect coins and other exotic items. You will create characters, make them move, and create some enemies. And then, of course, you'll write code to destroy them! After showing you the requirements for creating a game, this course will then help you to port it to the mobile platform, and provide a path to publish it commercially.

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

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Certified Wireless Network Administrator (CWNA) (Part One)
MP4 | Video: AVC 1280x720 | Audio: AAC 48KHz 2ch | Duration: 6 Hours | 12.1 GB
Genre: eLearning | Language: English​

The Certified Wireless Network Administrator (CWNA) course is a foundation level course covering the fundamentals of enterprise Wi-Fi network administration. The course is based on the curriculum for the CWNA certification by CWNP. The course helps the students to achieve the most sought after Wi-Fi skills and knowledge which help the students to grow their careers in the field of wireless networking. The ultimate goal of the Certified Wireless Network Administrator (CWNA) course is to enable the candidates to gain the Wi-Fi expertise required to effectively administer an enterprise Wi-Fi network. The course also covers all of the exam topics of the CWNA-107 exam required to achieve the CWNA certification. The course includes hands-on and real-world case studies to help the students implement the learnt concepts in their daily jobs. More advanced topics such as Wi-Fi design, security and troubleshooting are also an integral part of the course.

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Two popular tools -Easily Learn to work with Redis,Vagrant
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | Lec: 29 | 408 MB
Genre: eLearning | Language: English​

Redis,Vagrant - Learn Two topics in one course. Redis,Vagrant are top rated popular tools among Enterprises & Developers

Redis - Worlds Top Ranked Nosql Key value Database - Will take just 20 minutes to start working with it comfortably.

Search for the famous DB-Engines Ranking

Search for the companies using Redis

Search for the companies using Vagrant

Redis has seen 350% record breaking growth among Enterprises. It is replacing and going to replace most traditional databases,pub-sub systems,Document stores , mainly due to its lightning speed as its a in-memory database.

Vagrant is a well established 7+ years old tool, hugely popular among developers ,mainly due to its easiness, as it provides a completely portable development environment. Projects can be executed in ease using vagrant..

I'm sure that you will love these tools as they will be very helpful in career and in your work environment.

Above every other reasons out there, Redis and Vagrant are truly interesting tools for those who love their software profession.

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Night Photography Critique
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 1.21 GB
Genre: eLearning | Language: English​

Join us as we welcome back Gabriel Biderman and Matt Hill for a night photo critique! In this free, live broadcast, you'll get expert insight into improving your work and nocturnal techniques. Take the knowledge you've gained during our Night Photography Week and challenge yourself to capture star trails, light painting, dynamic landscapes, and night portraits.

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Photographing The Average Joe - Posing and Lighting Techniques to Compliment all Shapes and Sizes of Men
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 1 GB
Genre: eLearning | Language: English​

For years the photography industry has disregarded men's portraiture as unimportant, until now. Join the author of Photographing Men, Jeff Rojas as he guides you through his posing and lighting techniques to compliment all sizes and shapes of men. The best part? These are REAL AVERAGE MEN.

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Building an Enterprise Mobile Application with Xamarin.Forms
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 600 MB
Genre: eLearning | Language: English​

Xamarin.Forms is Microsoft's recommended way of building mobile, cross-platform applications. This course will teach you how to build mobile applications for the enterprise with the MVVM pattern, dependency injection, commanding, testing, and more.

Xamarin.Forms is the preferred way for Microsoft developers to build applications that run on Android, iOS, and Windows. To use Xamarin.Forms for real applications that meet today's requirements for flexibility and testability, you need to structure code according to industry-standard architecture guidelines. In this course, Building an Enterprise Mobile Application with Xamarin.Forms, you will learn how a real-life application is built with Xamarin.Forms. First, you will see a proposed architecture that promotes code-reuse as well as testability and maintainability. Next, you will learn how MVVM can be used in Xamarin.Forms. Then, you will create loose-coupling through messaging patterns and dependency injection, which are integrated in the proposed architecture. By the end of this course, you will have a good understanding of a real-life application architecture for Xamarin.Forms applications.

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Siemens NX: Surfacing
MP4 | Video: 720p | Duration: 2:06:07 | English | Subtitles: VTT | 443.0 MB​

Get up to speed fast with the surfacing capabilities in Siemens NX. Surfaces allow designers to render complex, unique shapes quickly. Siemens NX is one of the most efficient tools for the job. Learn all the basic surface creation tools in this high-end CAD program: reference curves and extruded surfaces, as well as offset, sweep, and fill operations. Learn how to join, split, and trim surfaces, and how to inspect the surfaces you create with the NX analysis tools. By the end of the training course, you will be able to use the surfacing tools of this robust program to build accurate models of a wide variety of products and parts, including those with irregular, freeform shapes.



Topics include:



Data organization in the Part Navigator
Reference datums
Creating splines and curves
Extruding and revolving surfaces
Sweeps
Meshes and fills
Trimming, extending, and combining sheets
Surface analysis

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Oracle ADF 12C for Beginners
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 4.5 hours | Size: 2.75 GB​

Jump Start your Oracle ADF Career in few hours

What Will I Learn?

Able to develop a simple ADF Application which can create, update, read and delete

Requirements

Any Programming Language
Oracle JDeveloper or any other IDE
Oracle SQL will be an added advantage

Description

This course takes you through the very basics of Oracle ADF for beginners. Get yourself accustomed to the Oracle ADF development environment, install JDeveloper in your development machine with Oracle XE, learn to navigate JDeveloper in style, speed up your JDeveloper and kickstart the application development with Read, Update, Create and Delete functionality.
Who is the target audience?

Beginner Level ADF Developers
OA Framework Developers who want to learn Oracle ADF
JAVA Developers who wants to learn Oracle ADF

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