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Architecting Spring 5 Applications
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 612 MB
Genre: eLearning | Language: English​

Java developers like you wish to build dynamic enterprise applications and Spring 5 helps you architect applications with a modular and integral approach. This course will help you understand architecturally significant demands while building enterprise applications and see how to determine them. You'll also get a complete understanding of the different architectural quality requirements that will help you build a product that satisfies business needs, such as maintainability, testability, scalability, performance, usability, and security.

You'll start by learning about the quality architectural requirements of Spring 5 software design. Next, you'll understand the Spring database architecture and how it helps you architect a NoSQL database in your enterprise applications. Moving on, you'll find out about Microservices Architecture and its practical usage in enterprise application development. Further on, you'll learn how Spring provides Cloud Deployment and how DevOps Integration works. Lastly, you'll see practically how Spring 5 provides utilities in its architecture to perform Unit and Integration Testing and provides both authentication and authorization to enable security.

By the end of this course, you'll be able to acknowledge Spring 5 and its architectural quality requirements to help design an efficient enterprise and web application that satisfies growing business needs.

The code bundle for this video course is available at-

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Creating Video for a Non-Profit
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 50M | 954 MB
Genre: eLearning | Language: English​

To succeed as a nonprofit, you need to share your story. Video is one of the most effective ways to communicate your mission-to clients, donors, and future volunteers. But what if you don't have a lot of resources, or the money to hire a video team? This course is designed to help non-video people make short, professional-looking videos from scratch. It features a real nonprofit, Chicago CRED, which connects people at risk of gun violence to jobs, counselling, and housing. Watch as employees from CRED team up with instructor Ashley Kennedy to make a short, impactful video that spreads their message of hope. Along the way, you can learn all of the fundamentals of video production: from planning and scheduling, to filming and lighting, to editing and delivering the final video. All you need to follow along is smartphone and a limited amount of production equipment. By the end, you'll be able to plan a video project with an eye for success, shoot the best possible videos using very basic gear, and edit those videos with intention and finesse using free editing software.

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What to Do in the First 90 Days of Your New Job
MP4 | Video: 720p | Duration: 47:00 | English | Subtitles: VTT | 293.8 MB​

The first 90 days of a new job are crucial. Your boss will decide if you're the right fit for the job and whether you can deliver results. It's a fun time, but it's also really scary. Aimee Bateman, career expert and founder of Careercake.com, has placed over 4,000 people in their dream jobs. In this course, she breaks down those first 90 days for you, month by month, and outlines the activities you need to perform in order to make a real impact. Learn how to absorb all the new information, impress your boss and get along with your coworkers, and deliver the performance you promised in your interview. Plus, find out what to do if the job's not everything you expected it would be.

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Cubebrush - Full Body Character Portrait
MP4 | 1920x1080 | 0h 28m | ENG | Project Files | 101 MB
Full Body Character Portrait by Loish- video guide (Cubebrush)
This tutorial shows my process for creating a full-body character portrait, using the method that I use when creating character concepts and rougher character artwork. I'll show you how I try to keep the process time-effective, using shortcuts and finalizing straight from the sketch.​

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Learning Cloud Computing: Networking
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 124 MB
Genre: eLearning | Language: English​

Understanding the ins and outs of networking-how it works, how it interacts with your existing enterprise network, and how to work with different networking services-is crucial in the world of cloud computing. In this course, explore the fundamentals of cloud networking, and learn about the networking services available for the top three cloud platforms: AWS, Azure, and Google. Cloud computing expert David Linthicum kicks off the course by covering the basics of networking, including internal and external networks, moving networking to the cloud, and troubleshooting a network. He then dives into a deeper exploration of networking within AWS, Azure, and Google, and takes you through a demo of a couple of the top networking services. To wrap up, David provides guidance for selecting a networking solution and planning and testing a network.

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Introduction to Deep Learning with Caffe2
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 2 Hours | 988 MB
Genre: eLearning | Language: English​

Deep learning is one of the most highly sought-after skills in the technology sector. If you want to take a crack at AI, then this course will help you do so. One of the many reasons for choosing Caffe2 for this course is its processing speed as compared to other platforms. Since the basis of the architecture in Caffe2 is CUDA, it provides flexibility in optimizing the code as per the hardware being used.

You'll learn the foundations of Deep Learning, understand how to build neural networks and develop an understanding of convolutional networks, RNNs, Adam, Dropout, BatchNorm and more. You'll be working on various projects throughout this MOOC with a focus on how to train and manipulate a deep neural network effectively. You'll practice all these ideas in Caffe2 using Python programming languages.

By the end of the course, you'll gain an understanding of every element of Caffe2 and be able to use the library in the most efficient way.

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Design Authorization for Microsoft Azure
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 16M | 376 MB
Genre: eLearning | Language: English​

As Azure AD forms the foundation for identity in the cloud, authorization becomes the cornerstone of providing service access within Azure and across cloud services. This course teaches the authorization options available with Azure and Azure AD.

Authorization can be a very complex topic when looking at leveraging services across clouds via a centralized identity. In this course, Designing Authorization for Azure AD, you will learn foundational knowledge of authorization with Azure and Azure AD. First, you will learn the key concepts around delegated authorization. Next, you will discover the authorization capabilities for Azure and Azure AD. Finally, you will explore how to integrate applications with Azure AD and control the delegation. When you're finished with this course, you will have the skills and knowledge of authorization in Azure AD needed to enable you to securely and efficiently leverage Azure and other cloud services in a seamless manner.

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Introduction to Azure Infrastructure
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 21M | 83 MB
Genre: eLearning | Language: English​

Want to become an Azure infrastructure guru? That's the aim of this new series from Azure expert Dave Franklyn. Learn what the series will cover in this introductory video and get a fast start on virtual machines, virtual networks, Azure security, and more.

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Introduction To ASP.Net Core
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 8 | 169 MB
Genre: eLearning | Language: English​

Understand what it is and how to work on itR30;

Have you been hearing about ASP Net Core for a while and did not get a chance to understand what it is and how to work on it? Then believe me I am going to make it dam simple for you to understand in this mini course.

We are going learn the following topics

.NET Framework Vs .NET Core

ASP.Net Vs ASP.Net Core

Getting Started With ASP.Net Core

Understanding The Main() Method

Understanding The Startup Class

First ASP.Net Core Static Web Site

Creating ASP.Net MVC Core App

Data Accessing Using EF Core Database First Approach

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Room: Post Processing Video
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 40M | 902 MB
Genre: eLearning | Language: English​

A video tutorial from the MAX TWAIN retoucher on "ROOM"
Step-by-step professional photoshop retouching tutorial

Max Twain - Retoucher, which differs in its unusual approach to photo processing. A distinctive feature of his style is the commercial processing of photographs of nude or semi-nude models, an artistic approach, and an unforgettable color.

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Human Resources: Strategic Workforce Planning
MP4 | Video: 720p | Duration: 57:04 | English | Subtitles: VTT | 339.0 MB

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No company can achieve sustained success without a strong, capable leader at the helm. But what happens when a key person in an upper-management role leaves their post? In this practical course, HR expert Wayne Cascio dives into the subject of strategic workforce planning (SWP). Wayne explains why SWP is critical and shows HR professionals how to craft a plan that ensures that the right employees are placed in critical roles.

Wayne reviews what SWP is and how it delivers value to companies large and small. He steps through how to build a talent inventory, forecast the internal and external supply of labor, and approach succession planning. Plus, he explains how to tackle global talent management effectively.



Topics include:



What is strategic workforce planning (SWP)?
How does SWP deliver value?
Building a talent inventory
Forecasting the internal and external workforce supply
Succession planning
Evaluating the usefulness of SWP systems
Who owns talent development?

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Advanced Machine Learning & Data Analysis Projects Bootcamp
MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch
Genre: eLearning | Language: English + .VTT | Duration: 20.5 hours | Size: 14.1 GB
Build projects like a text summarizer! Learn object localization, image recognition and structuring data with pandas​

What Will I Learn?

Code in 3 programming languages: Java, Python and Swift
Build nodes and data models for linear regression
Use summarizing mechanisms to handle text data
Test projects on mobile devices
Examine computational graphs
Analyze scalars and histograms
Build neuron functions
Load, convert, and display image and digit data
Describe data with statistics
And much more...

Requirements

PyCharm

Description

Dive into a world of data science and analysis with a wide range of examples including the CIFAR 100 image dataset, Xcode development for Apple, Swift coding, CoreML, image recognition, and structuring data with pandas.

This Mammoth Interactive course was funded by a #1 project on Kickstarter

Learn Android Studio, Java, app development, Pycharm, Python coding, Tensforflow and more with Mammoth Interactive.

Build advanced projects using machine learning including advanced the MNIST database with neuron functions. Build a text summarizer and learn object localization, object recognition and Tensorboard.

Machine learning is a machine's ability to make decisions or predictions based on previous exposure to data and extensive training. In other words, if a machine (program, app, etc.) improves its prediction accuracy through training then it has "learned".

Learn How Models Work

Computational graphs consist of a network of connected nodes (often called neurons). Each of these nodes typically has a weight and a bias that helps determine, given an input, which path is the most likely.

There are 4 main components to building a machine learning program: data gathering and formatting, model building, training, and testing and evaluating

Data Gathering and Formatting

You will learn to gather plenty of data for the model to learn from.

All data should be formatted pretty much the same (images same size, same color scheme, etc.) and should be labelled. Also divide data into mutually exclusive training and testing sets.

Model Building

You will learn to figure out which kind of model scheme works best and what kinds of algorithms work best for the problem you're trying to solve.

Training, Testing and Evaluating

The model can choose paths through the neural network or computational graph based upon the inputs for a particular run, as well as the weights and biases of neurons in the network.

In supervised learning, we show the model what the correct outputs are for a given set of inputs and the model alters the weights and biases of neurons to minimize the difference between its output and the correct answer.

Enroll Now to Learn with Mammoth Interactive

Who is the target audience?

Topics involve intermediate math, so familiarity with university-level math is very helpful

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