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.
ThoughtTrail
The sleep timer is a brilliant addition β I drift off to sleep with amazing stories. Organization made easy! This app's efficient management of my audiobook collection ensures I'm always engrossed in a captivating tale. ππ± I canβt believe how easy it is to manage my audiobook library with ListenBook. Highly recommended!
Snapdragon
ListenBook's features are a bookworm's dream come true β from chapters to bookmarks, it's got everything. This app has turned even the most ordinary moments into reading sessions. This app is like a personal audiobook concierge! The ability to download and organize audio files effortlessly is a game-changer for my reading routine. π±π The interface is beautiful and functional. ListenBook is my go-to app for audiobooks. Great for fans of this genre! The pacing, narration, and production quality were all excellent. It felt like a movie playing in my mind. Iβll be checking out more from this narrator for sure.
Fennel Dove
ListenBook has become my ultimate audiobook companion. It enhances every listening session. ListenBookβs playback is silky-smooth. The app never glitches. I love how ListenBook makes it easy to organize my audiobook library. The app supports all formats, and the import process is a breeze. The playback controls are responsive, and the sound quality is excellent. Highly recommend!
Leaf Assassin
Tone adjustment is a brilliant addition that lets me personalize the narration to my liking. It adds an extra layer of connection to the audiobooks. ListenBook Pro's noise reduction feature is a game-changer for improving audio quality and clarity. ListenBookβs bookmarking feature is incredibly useful. I never lose my place in a book.
ThickSKN
The selection of classics is a treasure trove for literature enthusiasts. The user-friendly interface and smooth navigation make this app a pleasure to use daily.
QuantumQuill
π This app has turned my errands into exciting quests β I can conquer the grocery store while enjoying a book! ππ ποΈ Basking in the sun while indulging in literary adventures β this app makes outdoor relaxation even better. βοΈπ Adjusting the tone of the voice is an innovative feature that allows for a personalized listening experience.
Pink Nightmare
Absolutely love this app! It's made my daily commute so much more enjoyable. The interface is clean and intuitive. I was up and running in seconds. CarPlay compatibility takes my driving experience to a whole new level. Audiobooks on the road have never been better. Downloading over WiFi saves so much time. Very efficient.
Flotsams54
This app's compatibility with various devices ensures that I can enjoy my audiobooks wherever I go. The appβs design is sleek and modern. ListenBook is my favorite audiobook player.
Lady Killer
Audiobooks have turned road trips into unforgettable journeys of imagination. With ListenBook, I've found a convenient and enjoyable way to engage with audiobooks and educational content. I'm addicted to this app's curated playlists and recommendations β they're spot on.
Chasm Face
Say goodbye to monotony β this app's diverse format support and intuitive controls have turned my daily activities into thrilling audiobook adventures. π±π ListenBook Pro's tone adjustment feature is a unique tool that adds a touch of creativity to my listening experience. Noise reduction and voice tone adjustment are excellent additions. A perfectly acceptable audiobook that fulfilled its purpose. The narration was competent if not particularly memorable, and the production quality was standard for the genre. It served as decent background entertainment during mundane tasks.
Hyper Kong
The ListenBook app is a fantastic companion for my long walks, helping me learn and explore at the same time. This app has broadened my literary horizons, introducing me to new authors. Seamless audiobook integration β this app's functionality is a technological marvel.
Trash Master
Listening to audiobooks has become my daily ritual for relaxation and escape. ListenBook's compatibility with CarPlay and Apple Watch is a testament to its innovation. πΌ Making every minute count β this app's ease of use ensures I'm always making progress in my audiobook adventures. π±π Audiobook enjoyment redefined β this app's design focuses on the essentials. Binaural audio processing really works. Less fatigue during long listening sessions.
Bug Blitz
The app's interface is sleek and modern, making it a joy to use. π± Audiobooks at my fingertips β this app's ease of use is a booklover's dream come true! ππ₯ Looping playback is an invaluable study tool. It helps me absorb complex information effortlessly. The app is perfect for long flights. It keeps me entertained the whole time.
Lady In Red
ListenBook's user-friendly audio filters and controls have made my audiobook sessions more interactive and engaging. I'm hooked on this app's ability to make every moment a reading moment. 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± I love the chapter navigation feature. ListenBook makes it easy to find specific sections.
Lady Killer
Audiobooks have made my commutes so much more enjoyable, and I'm always excited to listen. Great for multitasking! I listened while cooking, driving, and even working out, and it kept me entertained the whole time. The narratorβs voice was pleasant, and the story flowed smoothly. Very enjoyable!
Mother Hen
Sharing audiobooks through AirDrop is a thoughtful and enjoyable way to share my favorite stories with friends and introduce them to new worlds of literature. This app is perfect for anyone who loves audiobooks. The interface is sleek and modern, and the playback controls are super responsive. I also appreciate the cloud integration, which lets me access my books from anywhere. Great work! Solid performance overall though some character voices sounded too similar. I occasionally got confused about who was speaking in dialogue-heavy scenes.
Hermopolis
Effortlessly enjoying audiobook journeys β this app's ease of use is a winner. Organization made simple β this app's efficient management of my audiobook collection ensures that every story is just a tap away. Convenience at its finest. ππ± CUE playlist support is a brilliant feature that allows me to create customized listening experiences for different moods, activities, and moments of the day. Adjustable playback speed and volume controls are fantastic features.
Freak
πββοΈπ Experiencing stories while staying active β this app's functionality enhances my walks and runs like never before. π§ποΈ ListenBook's commitment to a user-friendly interface and intuitive controls is evident in every aspect of the app. The ability to play various audio formats without conversion is very convenient. ListenBook is a great app.
Video Game Heroine
This app has become my loyal companion during travels and relaxation times. This app has transformed my screen time into valuable learning and entertainment. The app is perfect for people who love to listen to books while commuting. Iβm so impressed with ListenBook. The app is reliable, fast, and packed with features like customizable themes and playback speed. The sleep timer is a lifesaver for bedtime listening. Highly recommend this app!
Hang 11
ListenBook's versatile features have made my audiobook experience more enjoyable than ever. ListenBook has become my go-to workout companion. It keeps me motivated and entertained. Auto-rewind is a brilliant feature. Never lose track of where I left off.
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