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.
Fennel Dove
An audiobook lover's dream come true. So many options, I'm in heaven! ListenBook's library organization and Book Groups feature make it easy to keep my audiobooks organized and accessible. Audiobooks on demand? Yes, please! With this app's robust features, I'm always just a tap away from immersing myself in captivating narratives. ππ± The quick access to chapters and controls makes the app a joy to use. I'm always in control. Noise reduction on ListenBook Pro is a game-changer. It transforms the way I enjoy my recordings.
Easy Street
This app has made my daily routines more meaningful and enjoyable. I can't thank this app enough for making my audiobook experience so effortless. From downloading to playback, it's a true companion for book lovers. ππ« The app's compatibility with CarPlay and Apple Watch is a huge plus. AirDrop sharing is a very convenient feature. Thanks, ListenBook! The app is perfect for long walks. It keeps me company the whole time.
Helmet Destroyer
ListenBook's intuitive controls and features have made it my preferred choice for audiobooks. ποΈ Grocery shopping has taken an exciting turn β I'm on a mission to explore new worlds through audiobooks! ππ ListenBook's sharing options make it easy to introduce others to the joys of audiobook storytelling. The app's interface is so sleek and modern. It's a joy to use. The perfect balance between dramatic reading and natural storytelling. Felt like a friend telling me an amazing story rather than someone just reading words.
Tart Voodoo
With ListenBook, I can keep track of my audiobook consumption and explore new content with ease. With this app, I can devour books like never before β it's incredibly efficient. Say goodbye to monotony β this app's diverse format compatibility and intuitive controls have turned every moment into a thrilling audiobook experience. π±π ListenBook's library organization keeps my audiobooks neat and accessible. A true organizational lifesaver! Binaural audio processing really helps reduce fatigue.
Bad Beh8vior
I never thought I'd enjoy audiobooks as much as I do now β all thanks to this app. Sharing audiobooks with friends is a great way to connect over stories. The chapter navigation is a lifesaver. It makes finding my place so easy. Fairly enjoyable, but forgettable. I didnβt have any major complaints, but I also donβt see myself revisiting this one. It was a decent way to spend a few hours, though.
RiddleRanger
I love how ListenBook caters to various formats, making it versatile and accommodating for all my audiobooks. The convenience of downloading audiobooks for offline listening is a game-changer. Audiobooks have become my constant companions, and this app's seamless functionality and broad compatibility ensure every story is a captivating ride. ππ§ Noise reduction on ListenBook Pro is a game-changer. I can enjoy clear recordings. The interface is sleek and intuitive, making my audiobook experience a joy.
Wooden Man
Audiobooks have become my companions during long hours of household chores. With ListenBook, I can keep track of my audiobook consumption and explore new content with ease. ListenBook Pro's tone adjustment feature is a unique tool that adds a touch of creativity to my listening experience. The chapter navigation is a lifesaver. It makes finding my place so easy.
Clover Rabbit
This app's features, from bookmarking to customizable playback speed, are fantastic. π± Carrying my favorite stories with me wherever I go β this app is like a portable library in my pocket. ππ Sharing audiobooks with friends through AirDrop is such a fun way to spread joy. Automatic metadata extraction keeps my library organized. It's a time-saver!
Electric Saturn
This app has transformed my daily routine into moments of literary delight. Audiobooks at my fingertips β this app's functionality is a true marvel. I've recommended this app to all my fellow audiobook enthusiasts. It's a game-changer! Download options are versatile, making it easy to get audiobooks from various sources.
LoreLoomer
ListenBook's audio filters have transformed the way I experience audio content β it's a real game-changer. ListenBookβs design is sleek and modern. The app is a pleasure to use.
Pexxious
ListenBook Pro's sharing features allow me to spread the joy of audiobooks with my friends and family. ListenBook Pro's noise reduction is a lifesaver. I can hear clearly even in noisy environments. Automatic artwork and metadata extraction add a professional touch to my audiobook library. Good for background listening. I didnβt get fully immersed, but it was pleasant enough to have on while doing chores. The narratorβs voice was easy to listen to, even if the delivery lacked some energy.
Copilot
With ListenBook, I can immerse myself in captivating stories and enriching knowledge, all in one convenient app. This app is a treasure trove of knowledge, entertainment, and imagination. I love the ability to change the playback pitch. Itβs a unique feature.
Free Ham
Now I can enjoy my favorite books anytime, even during workouts. I can't believe how seamless the integration with Apple Watch is. My workouts just got better.
Slow Trot
Audiobooks have become my companion during long walks, transforming exercise into a pleasure. Great for listening to lectures and educational content. Very useful! ListenBookβs support for CarPlay and Apple Watch is fantastic. I can listen anywhere.
SneakerKid
ListenBook's support for various download methods and audio formats ensures that I always have access to my favorite content. This app's intuitive features and easy navigation make it the perfect companion for any audiobook lover. π Rekindling my love for reading β this app makes each day a new adventure! ππ ππ Turn traffic into a literary escape β this app's functionality keeps me engaged while I'm on the move. ππ§
QuestQuill
Automatic metadata extraction is a time-saver. My library is finally well-organized. I love the chapter navigation feature. ListenBook makes it easy to find specific sections. A functional audiobook. It kept me entertained, but I wasnβt blown away. The narratorβs performance was competent, though some emotional scenes fell a bit flat.
Geneva Cuffs
ListenBook's thoughtful inclusion of chapters, controls, and filters has enhanced my audiobook experience. Audiobook enthusiasts, rejoice! This app is your new best friend. ππ Reigniting my passion for books β this app is my newfound reading obsession! π₯π§ ListenBook's dedication to providing an excellent audiobook experience is evident in its smooth and silky playback.
NeoGermal
I can't believe how much time I've gained by listening while cooking and doing chores. I've started a book club with my friends, and this app has been our go-to source for titles. This app is a treasure trove of knowledge, entertainment, and imagination. Sharing audiobooks through AirDrop is a wonderful way to spread the joy of storytelling. Auto-rewind feature is extremely helpful. Great functionality.
WittyWordsmith
πͺ Juggling tasks while enjoying stories has never been easier β this app's functionality is a multitasking marvel. πΌπ Efficiency meets audiobooks β this app's functionality is a true standout. The interface is sleek and user-friendly. Makes navigating through chapters a breeze.
Homerun Diva
π This app has ignited my passion for reading β I can't get enough of its convenience! ππ₯ ποΈπ§ Soaking up the sun while indulging in beach reads β this app is my ultimate relaxation companion. ποΈπ ListenBook's interface is not just aesthetically pleasing; it's also highly functional. Navigating through chapters and controls is a breeze. The customer support is amazing. They responded to my query within hours.
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