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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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Category: Tutorial
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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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Category: Tutorial
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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Category: Tutorial
Learning Photoshop
Learning Photoshop | 2.3G

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Category: Tutorial
Learning PlanGrid: Digital Construction Drawings
Learning PlanGrid: Digital Construction Drawings
MP4 | Video: 720p | Duration: 3:11:42 | English | Subtitles: VTT | 503.7 MB

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Category: Tutorial

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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Category: Tutorial

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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Category: Tutorial

Learning Path HTML5 Fundamentals

Learning Path: HTML5 Fundamentals
HDRips | MP4/AVC, ~370 kb/s | 1920:1080 / 1280x720 | Duration: 12:44:00 | English: AAC, 128 kb/s (2 ch)
Size: 7.95 GB | Genre: Development / Programming

HTML5 lets you program for features, not browser versions, giving you much more control and flexibility over your sites and apps while freeing you from worrying about the quirks of any specific platform. Learn how to create impressive, interactive websites and web apps that include video and audio, dynamic drawings, geolocation, offline availability, drag-and-drop, and many other features.

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Category: Tutorial
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

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Category: Tutorial
Learning Stimulus

Learning Stimulus
MP4 | Video: 720p | Duration: 44:20 | English | Subtitles: VTT | 199.0 MB

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