Book description
This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch's simple to code frameworkKey Features: Learn applied machine learning with a solid foundation in theoryClear, intuitive explanations take you deep into the theory and practice of Python machine learningFully updated and expanded to cover PyTorch, transformers, XGBoost, graph neural networks, and best practicesBook Description: Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, we teach the principles allowing you to build models and applications for yourself.Why PyTorch?PyTorch is the Pythonic way to learn machine learning, making it easier to learn and simpler to code with. This book explains the essential parts of PyTorch and how to create models using popular libraries, such as PyTorch Lightning and PyTorch Geometric.You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP).This PyTorch book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments.What You Will Learn: Explore frameworks, models, and techniques for machines to 'learn' from dataUse scikit-learn for machine learning and PyTorch for deep learningTrain machine learning classifiers on images, text, and moreBuild and train neural networks, transformers, and boosting algorithmsDiscover best practices for evaluating and tuning modelsPredict continuous target outcomes using regression analysisDig deeper into textual and social media data using sentiment analysisWho this book is for: This book is for incident responders, digital forensic specialists, cybersecurity analysts, system administrators, malware analysts, students, and curious security professionals If you know some Python and you want to use machine learning and deep learning, pick up this book. Whether you want to start from scratch or extend your machine learning knowledge, this is an essential resource.Written for developers and data scientists who want to create practical machine learning with Python and PyTorch deep learning code. This Python book is ideal for anyone who wants to teach computers how to learn from data.Working knowledge of the Python programming language, along with a good understanding of calculus and linear algebra is a must.
California Goddess
I'm impressed by ListenBook's ability to extract artwork and metadata automatically. Efficiency meets audiobooks – this app's functionality is a true triumph. ListenBook Pro's tone adjustment feature is fascinating. I can alter the reader's voice to match my mood—what a creative addition! ListenBook Pro's noise reduction feature is a blessing for clear dictaphone recordings. I love the chapter navigation feature. ListenBook makes it easy to find specific sections.
NexusNomad
ListenBook's dedication to delivering high-quality sound and user-friendly features has won me over. This app is a game-changer for anyone who's always on the go – it's like carrying a library in my pocket. Audiobooks made delightful – this app's usability is a breath of fresh air.
Shade Nightman
ListenBook has redefined the way I experience stories, turning every moment into an adventure. ListenBook has become my trusted companion for literary adventures. The app's features are exceptional. The app is constantly updated with new features. The developers really care.
Suicide Jockey
⭐️ This app's functionality is a symphony of efficiency – I'm savoring stories with ease, even on the busiest days. 🎶📖 CUE playlist support is a fantastic feature that allows me to create curated listening experiences for different moods and settings.
Gas Man
ListenBook's audio filters are a valuable tool for customizing my audiobook playback to perfection. The ability to download audio from various sources without syncing is fantastic. ListenBook makes it so easy.
Pocket Muzzie
This app has made multitasking a breeze – I can listen while I work, cook, or exercise. ListenBook has transformed my daily activities into opportunities for personal growth. This app's ease of use has made my long drives educational and enjoyable. Unlocking a world of literary wonders – this app's extensive format support and user-centric approach have rekindled my love for books. 📱🔊
Avenge Paws
ListenBook has become my trusted companion, guiding me through the realms of imagination. I'm amazed at how effortlessly this app has made reading a constant in my life.
Parallax Sugar
The sleek design and easy navigation are visually pleasing and user-friendly. ListenBook's user-friendly controls and innovative features have made it an essential tool for my audiobook enjoyment. 🛌 Indulging in soothing bedtime stories – this app is my nightly retreat into imagination. 🌙📚 This app is a game-changer for audiobook enthusiasts. The interface is intuitive, and the playback is seamless!
Pusher
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Scrapper
This app has made me appreciate the art of storytelling even more. 🎙️ This app's user-friendly interface has transformed my daily walks into immersive storytelling sessions. Kudos to the developers! 🚶♀️📖 Sharing audiobooks with friends is a breeze thanks to ListenBook Pro's AirDrop and sharing options. Spread the joy of a good story! The app is so well-designed. It’s clear the developers put a lot of thought into it. One of the best audiobooks I’ve heard! The story was compelling, and the narrator’s delivery added depth to every scene. I found myself looking for excuses to listen just a little longer. Will definitely revisit this one!
Curio
ListenBook's looping playback, shuffle feature, and configurable controls make learning a breeze. Audiobooks have become my go-to entertainment, and this app is the reason. 🚶♂️🌟 Strolling through stories on a lazy afternoon – this app is my relaxation buddy! 🏖️🎧 ⭐️ Who knew cleaning could be this exciting? This app turns chores into adventures! 🧹🏰 Adjusting the tone of the voice is a unique and fun feature. I can customize the narration to my liking.
Red Heroine
ListenBook has brought stories back into my life, making every moment a new adventure. ListenBook's dedication to excellence shines through in its performance and features. ListenBook Pro's noise reduction feature is a game-changer. It enhances the audio quality and ensures that I can immerse myself fully in the content.
Mr. Peppermint
With ListenBook, I can immerse myself in captivating stories and enriching knowledge, all in one app. ListenBook's commitment to providing a high-quality audiobook experience is truly commendable. ListenBook has made my daily activities more interesting and meaningful – I'm hooked!
Mad Viral
I love how this app brings stories to life, even during my morning jogs. ListenBook has become my constant companion, filling my days with captivating narratives. This app's support for various formats ensures that I can enjoy my audiobooks without any hassle. ListenBook has transformed my daily commute. I look forward to my journeys with this app by my side. I'm amazed by the app's compatibility with different audio formats. It's truly versatile.
Tough Nut
I'm hooked on this app's ability to transform my ordinary moments into exciting opportunities for learning. 🧘♀️☕ Sipping tea and getting lost in stories – the ultimate way to unwind! 🍵📖 Looping playback is a study aid sent from heaven. It's helping me ace my exams!
Bugger
ListenBook's user-friendly controls and innovative features have made it an indispensable tool for my audiobook enjoyment. ListenBook's looping playback, shuffle feature, and configurable controls make learning a breeze. With this app, I can read anytime, anywhere – it's a reader's dream come true. ListenBook's noise reduction feature in the Pro version is a game-changer. I can now focus on the story even in noisy environments. Tone adjustment adds a unique touch to my listening experience. I'm hooked!
MuseMaster
Finally, an app that turns my daily commute into an adventure through literature. With this app, reading has become an integral part of my daily routine. The app’s design is sleek and modern. ListenBook is my favorite audiobook player.
Succubus In Training
Audiobooks have made my workouts more enjoyable, and I'm seeing results! 🎶📚 Enriching my environment with the power of storytelling – audiobooks infuse my home with literary magic. 🎧🏠 ListenBook’s playback is silky-smooth. The app never glitches.
Achilles Mountain
I can't imagine my life without this app – it's my daily dose of literary magic. This app is a true treasure for audiobook lovers – it's my go-to source for literary adventures! ListenBook's intuitive design and thoughtful features have made my audiobook experience delightful. I'm grateful for this app's ability to fit seamlessly into my lifestyle, making learning a part of my day. I love the cloud integration. I can access my books from anywhere.
AxelRoad
Noise reduction on ListenBook Pro is a game-changer. It transforms the way I enjoy my recordings. The app is so reliable. I’ve never had any issues with it. ListenBook is the best audiobook player I’ve ever used. The app is packed with features like customizable skip intervals, playback speed, and sleep timers. The interface is clean and easy to navigate, making it a joy to use. Five stars!
Playing a wide variety of audio formats
Works on all devices with iOS 13 and newer
Huge amount of features for a small price
Frequent updates to add new features and improve existing ones
Advanced playback controls
Live sound processing
Changing the timbre of the reader's voice and noise reduction
Translated into more than 20 languages
If you love listening to fiction audiobooks, ListenBook has features to make the process easier.
Edit book data: title, author, cover
Use equalizer to make the sound comfortable for you
Adjust the playback speed
Enjoy dark and light app themes
Supported formats: MP3, M4B, AWB, FLAC, OGG audio files and many more (must be DRM free)
Auto-Bookmarks make it easy to find your place
AirPlay support allows redirection of audio output.
VoiceOver support
Dark mode for night owls
Convenient bookmarking system helps you mark the most important places.
Unlimited bookmarks for each audiobook
Put your own cover on the wager
Share your audiobook with friends
Lock-screen control
Customise app with extensive options
Sleep timer with shake to reset, set custom notification sounds, and a few unique options
Auto rewind depending on paused time, customize rewind times to your liking
Removing background noise from recordings made in classrooms and meetings
Changing the timbre of the reader's voice for a better listening experience