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.
Jo Jo Spooky
Supports artwork and metadata perfectly. My library looks great! This audiobook exceeded all my expectations! The narrator's ability to convey emotion through voice alone was remarkable. I laughed, I gasped, I might have even teared up at points - all because of the incredible vocal performance. The story came alive in a way reading alone couldn't achieve.
Slinger
Listening to audiobooks has become my guilt-free indulgence, and I love it. ListenBook's compatibility with various formats means I can now enjoy all my favorite audiobooks in one place. Audiobook joy made simple β this app's ease of use is a true marvel. ListenBook is the best audiobook player Iβve 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!
Hog Butcher
Audiobooks have never been this engaging β this app takes them to the next level. ListenBook has redefined the way I experience stories, turning every moment into an adventure. Noise reduction on ListenBook Pro is impressive. My recordings sound crystal clear. Makes listening to audiobooks so easy and enjoyable. Thank you, ListenBook! My house has never been cleaner! I kept finding chores to do just to keep listening. The narrator's energy matched the tone of the book perfectly.
Electric Player
ListenBook's configurable auto-rewind after interruptions is a smart addition that keeps me on track. π‘ This app truly understands the needs of audiobook enthusiasts β it delivers an effortless and enjoyable listening experience. ππ§
Street Squirrel
I've discovered authors I'd never heard of before, and now they're among my favorites. ListenBook is a true audio treasure! It turns my own audio files into immersive listening experiences. π The ease and functionality of this app make it my go-to choice for immersive audiobook experiences. π±π§ ListenBook's drag-and-drop download feature streamlines the process of adding new content to my library. ListenBook is the best audiobook player Iβve found. The interface is clean and easy to use.
Miss Fix It
Audiobook heaven! This app's functionality is a dream β simple and efficient. Efficiency meets audiobooks β this app's functionality is a true triumph. No more converting files β this app effortlessly handles various formats, saving me time and effort. ListenBookβs support for CarPlay is great. I can listen to audiobooks in my car easily.
RiddleRover
The narrator's voices are so engaging, it's like having a personal storytelling session. With this app, I've found a way to make my daily errands more enjoyable and intellectually stimulating. The attention to detail is commendable. Artwork and metadata are sorted automatically. The auto-rewind feature is a thoughtful addition that enhances my listening journey. I appreciate it!
Heavenly Connection
ListenBook's support for a variety of audio formats ensures that I can access my content without any limitations. User-centric audiobook joy β this app's ease of use is a true marvel. ListenBook has completely changed how I enjoy audiobooks. The app is packed with features like customizable skip intervals, playback speed, and sleep timers. The interface is clean and easy to navigate. Five stars!
Subzero Taffy
This app's compatibility with various devices ensures that I can enjoy my audiobooks wherever I go. π An app that turns house chores into exciting adventures β count me in! π§Ήπ π± Carrying my library in my pocket β this app makes every moment a reading opportunity! ππ π± Carrying my favorite stories with me wherever I go β this app is like a portable library in my pocket. ππ The statistics feature in ListenBook adds an element of self-awareness to my audiobook consumption.
Trash
β° Waking up to audiobooks β mornings have never been this magical and inspiring! βοΈπ§ Navigating through my audiobook library is a joy with this app's intuitive interface and easy controls. It's like having a personal reading companion at my side. π±π The customizable controls and playback options cater perfectly to different audiobook preferences. Great for listening to a variety of content. Highly recommend!
Dahlia
This app's ease of use has made reading a seamless part of my daily routine. Looping playback has made memorization so much easier. I'm acing my exams! is a breeze with ListenBook. It's convenient and reliable.
InsightfulInk
The customer support team is responsive and always ready to assist. With ListenBook, I've found a versatile and enjoyable way to listen to audiobooks and expand my knowledge. ListenBook Pro's noise reduction feature has significantly enhanced my audio quality.
StarStrider
This app's compatibility with various devices ensures that I can enjoy my audiobooks wherever I am. With this app, my daily routines have become moments of intellectual exploration and personal growth. πΆββοΈπ± I'm exploring new worlds while on the move, all thanks to this app's seamless functionality. ποΈπ The interface is sleek and intuitive, making my audiobook experience a joy. The app is so responsive. It never lags or freezes.
Highlander Monk
Audiobooks have made my morning routine something to look forward to. ListenBook has completely changed my audiobook experience β it's like having a personal audio library.
Married Man
I love that I can enjoy audiobooks while cooking elaborate meals in the kitchen. This app has added a touch of magic to my mundane moments β I'm forever grateful. ππ Rekindling my passion for books β this app has sparked a reading revolution in my daily life! π₯π Noise reduction and voice tone adjustment are excellent additions. An average audiobook experience. Nothing was wrong with itβthe narration was fine, and the story was okayβbut nothing particularly stood out. It served its purpose as entertainment during my commute.
Gabriel Dandelion
The layout of ListenBook is so beautiful and user-friendly, making it a pleasure to use. ListenBook has revolutionized my audio experience, making it both personalized and engaging. ListenBook's detailed statistics feature helps me keep track of my listening habits. It's amazing to see how much I've learned from all those audiobooks!
Paris Boost
Thanks to this app, I can enjoy the world of literature without missing a beat in my fast-paced life. I'm impressed by the extensive statistics feature, allowing me to track my audiobook consumption over time. The sleek and user-friendly interface makes navigating the app a breeze. It's a pleasure to use. The subtle background music at key moments enhanced the experience without being distracting. More audiobooks should use this technique when appropriate!
Switch
This app's user-friendly controls and sleek design have made audiobook listening a truly immersive journey. CarPlay compatibility takes my driving experience to a whole new level. Audiobooks on the road have never been better.
57 Pixels
I'm amazed at ListenBook's intuitive interface and precise controls β it's a joy to navigate. ListenBook's customizable audio filters add a new dimension to my audiobook enjoyment. ListenBook's drag-and-drop download feature is a time-saving convenience that I greatly appreciate. ListenBook's drag-and-drop download feature simplifies the process of adding new audiobooks to my collection.
Steel Cut Toe
Kudos to ListenBook for optimizing the app for iOS 16 β it shows their dedication to excellence. ListenBook's support for playlists in CUE format is a thoughtful touch I appreciate. β° Early mornings have become my favorite time to listen to audiobooks β energizing! π π§ No more limits on the genres I can explore! This app's versatility in downloading and organizing audiobooks ensures I always have a captivating tale at my fingertips. ππ±
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