Tabla de Contenidos: “…Advanced types of convolutions -- 1D, 2D, and 3D convolutions -- 1×1 convolutions -- Depthwise separable convolutions -- Dilated convolutions -- Transposed convolutions -- Advanced CNN models -- Introducing residual networks -- Inception networks -- Introducing Xception -- Squeeze-and-Excitation Networks -- Introducing MobileNet -- EfficientNet -- Using pre-trained models with PyTorch and Keras -- Summary -- Chapter 5: Advanced Computer Vision Applications -- Technical requirements -- Transfer learning (TL) -- Transfer learning with PyTorch -- Transfer learning with Keras -- Object detection -- Approaches to object detection -- Object detection with YOLO -- Object detection with Faster R-CNN -- Introducing image segmentation -- Semantic segmentation with U-Net -- Instance segmentation with Mask R-CNN -- Image generation with diffusion models -- Introducing generative models -- Denoising Diffusion Probabilistic Models -- Summary -- Part 3: Natural Language Processing and Transformers -- Chapter 6: Natural Language Processing and Recurrent Neural Networks -- Technical requirements -- Natural language processing -- Tokenization -- Introducing word embeddings -- Word2Vec -- Visualizing embedding vectors -- Language modeling -- Introducing RNNs -- RNN implementation and training -- Backpropagation through time -- Vanishing and exploding gradients -- Long-short term memory -- Gated recurrent units -- Implementing text classification -- Summary -- Chapter 7: The Attention Mechanism and Transformers -- Technical requirements -- Introducing seq2seq models -- Understanding the attention mechanism -- Bahdanau attention -- Luong attention -- General attention -- Transformer attention -- Implementing TA -- Building transformers with attention -- Transformer encoder -- Transformer decoder -- Putting it all together -- Decoder-only and encoder-only models…”

Tabla de Contenidos: “…Add iTunes Music to a SlideshowView Saved Slideshow Settings; Using the Ken Burns Effect; Create Effects with Duplicate Photos; Make Photos into a QuickTime Movie; Burn a CD or DVD of Photo Projects; Chapter 9: Sharing Photos Online; Prepare Photos for Web Display; Publish Albums to a MobileMe Gallery; Subscribe to Published Photo Albums; Export Photos to iWeb; Publish Photos to Facebook; Share Photos on Flickr; E-Mail Photos; Share Photos Across a Network; Chapter 10: Making Prints and Exporting Photos; Explore Prints; Print Photos; Explore Customize Print Options…”

“…You'll learn essential tasks for working with files, connecting printers, scanners and other peripherals, exploring iPhoto and iMovie applications, and you'll discover what MobileMe is all about. Full-color screenshots and illustrations combine with…”

Tabla de Contenidos: “…; Sharing a Movie to iTunes; Sharing a Movie to the Media Browser; Publishing a Movie to Your MobileMe Gallery; Publishing a Movie to YouTube; Removing a Movie from YouTube; Exporting a Movie as a File; Chapter 11: How Do I Create DVDs Using iDVD?…”

“…Hier setzt modernes SEO an, das viele Aspekte analysiert: von der Relevanz der Inhalte (Stichwort User Signale) über Usability und Performance Ihrer Website (auch auf mobilen Geräten) bis hin zu technischen Problemen, die Googles Crawler haben.Google selbst stellt leistungsfähige und sogar kostenlose SEO-Tools zur Verfügung: die Google Search Console (vorher Google Webmaster Tools). …”