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Packt Learning Elasticsearch 6
English | Size: 555.24 MB
Category: Tutorial

This course is a hands-on guide to using Elasticsearch used in conjunction with Elastic Stack, to ship, parse, store, and analyze data. You’ll start this course by getting an understanding of what Elasticsearch is, what it’s used for, and why it’s important. Then you’ll be introduced to the new features in Elasticsearch 6.

We’ll cover each of the fundamental components such as indices, documents, nodes and clusters, all which form the dichotomy of Elasticsearch. You’ll find out how to add more power to your searches using filters, ranges, and more. You’ll also see how Elasticsearch can be used with the other components of the Elastic Stack such as LogStash, Kibana, and Beats, to get data into an Elasticsearch cluster.

As well as learning how to add more power to your searches with filters, ranges, and more, you'll also see how to run advanced queries and aggregations on Elasticsearch 6. We’ll also implement Machine Learning in a step-by-step walk-through example of anomaly detection. We conclude by developing a quick working Elasticsearch application.

By the end of this course, you’ll have a firm understanding of all the fundamentals of Elasticsearch 6, along with sufficient knowledge to use it in the real world.
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Packt Learning MongoDB Deployments-XQZT
English | Size: 1.28 GB
Category: Tutorial

MongoDB makes it possible to store and process large sets of data in ways that increase business value. The flexibility of unstructured, schema-less, storage, combined with robust querying and post-processing functionality, make MongoDB a compelling solution for enterprise big data needs.

This course addresses, in-depth, the installation and configuration of various MongoDB deployments (dev, test, prod, demo). Using a best-practice approach, this course familiarizes the user with installation requirements and options while delving into an infrequently-covered topic: MongoDB configuration.
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Packt Deep Learning with PyTorch-XQZT
English | Size: 932.01 MB
Category: CBTs

Deep learning powers the most intelligent systems in the world, such as Google Voice, Siri, and Alexa. Advancements in powerful hardware, such as GPUs, software frameworks such as PyTorch, Keras, Tensorflow, and CNTK along with the availability of big data have made it easier to implement solutions to problems in the areas of text, vision, and advanced analytics.

This book will get you up and running with one of the most cutting-edge deep learning libraries—PyTorch. PyTorch is grabbing the attention of deep learning researchers and data science professionals due to its accessibility, efficiency and being more native to Python way of development. You'll start off by installing PyTorch, then quickly move on to learn various fundamental blocks that power modern deep learning. You will also learn how to use CNN, RNN, LSTM and other networks to solve real-world problems. This book explains the concepts of various state-of-the-art deep learning architectures, such as ResNet, DenseNet, Inception, and Seq2Seq, without diving deep into the math behind them. You will also learn about GPU computing during the course of the book. You will see how to train a model with PyTorch and dive into complex neural networks such as generative networks for producing text and images.
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Learning Task Automation using Windows PowerShell
Learning Task Automation using ShiChuang PowerShell
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | Lec: 37 | 482 MB
Genre: eLearning | Language: English

PowerShell guide to introduce you with scripting and use PowerShell ISE & PowerShell cmdlets for automations

Important Content:

PowerShell Automation for Scheduled Service restarts

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Learning NetBeans

Learning NetBeans
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 357 MB
Genre: eLearning | Language: English

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A Spymaster's Secrets of Learning a Foreign Language
English | Size: 255.42 MB
Category: Tutorial

Written by a former CIA agent, his method for learning a language focuses on things different then what your foreign languages teachers thought you such as actually thinking in the language and over-exaggerating the accent. You learn the language to actually fit in with the locals of a country rather then appear to be some visiting tourist.

review:
Don't embark on your adventure in language learning without first listening to this expert on the subject. The program will greatly enhance your learning experience making it more effective and truly enjoyable. Graham Fuller shares his proven methods of language learning garnered from years of experience living around the world while with the Foreign Service. His humorous anecdotes and cultural insights will motivate even the most reticent student. Foreign Service traveler and language teacher Graham Fuller demonstrates a proven method of study that will help students of any age learn a second language.
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Machine Learning for Apps
Machine Learning for Apps
7h | Video: AVC (.MP4) 1280x720 30fps | Audio: AAC 44.1KHz 2ch | 1.3 GB
Genre: eLearning | Language: English


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Deep Learning Architectures and Applications
Deep Learning Architectures and Applications
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | 261 MB
Genre: eLearning | Language: English


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Mastering computer vision problems with state-of-the-art deep learning architectures, MXNet, and GPU virtual machines
Mastering computer vision problems with state-of-the-art deep learning architectures, MXNet, and GPU virtual machines
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 38M | 391 MB
Genre: eLearning | Language: English

Deep learning has been especially successful in computer-vision tasks such as image classification because convolutional neural nets (CNNs) can create hierarchical levels of representations in an image. One of the most remarkable advances is ResNet, the CNN that surpassed human-level accuracy for the first time in history.

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Learning Terraform

Learning Terraform
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 20M | 460 MB
Genre: eLearning | Language: English

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