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.
Mud Pie Man
The narrators have a way of bringing characters to life β it's a unique experience. Listening to audiobooks has never been this convenient and enjoyable! This app's convenience has made my audiobook addiction thrive! π‘ Cleaning the house with an audiobook in the background β talk about productivity! π§Όπ ποΈ Soaking up the sun with an audiobook by my side β beach days just got better! ποΈπ
RetroMirage
I can't get enough of the celebrity narrators β they add a unique charm to each book. Listening to audiobooks has become my daily ritual for relaxation and escape. ππ Transforming traffic jams into opportunities for literary exploration β this app keeps me engaged on the road! ππ§ Adjustable playback speed and volume controls are excellent.
Storm Master
The tone adjustment feature in ListenBook Pro is a novel addition that allows me to personalize my audiobook experience. ListenBook Pro's noise reduction feature has made my recordings sound clearer than ever. ListenBookβs audio quality is excellent. The app enhances my listening experience.
Cosmic Presence
ListenBook's user-friendly interface and precise controls make it a joy to use every day. ListenBook's user-friendly controls and innovative features have made it an indispensable tool for my audiobook enjoyment.
Sugar Apple
This app has rekindled my passion for literature in a whole new way. The app is constantly updated with new features. The developers really care. This audiobook was a fantastic listen! The narrator's voice was clear and engaging, making it easy to follow along. The pacing was just rightβnot too fast, not too slow. Perfect for long commutes or relaxing at home. Highly recommend!
Jade Fox
ListenBook's features make it the ultimate audio companion for any audiobook enthusiast. πΌ Making work hours fly by with captivating stories β a true work-life balance! π»π π± An app that truly understands audiobook enthusiasts β it's all about functionality, and this app nails it! ππ‘ Adjusting the tone of the voice adds a unique touch to my listening experience. I love the personalization! 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.
Granola Dove
Audiobooks have become my go-to entertainment, and this app is the reason. Audiobook joy made simple β this app's ease of use is a true marvel. I can't get enough of the smooth playback experience. It's like a symphony for my ears.
Wild Hair
The sleek design and easy navigation are visually pleasing and user-friendly. This audiobook app is a true gem β it brings stories to life with every click. 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!
Hemingway Mirmillone
Thanks for making my daily commute to work enjoyable and engaging! I used to struggle to find time for books β now, I listen while doing chores! The appβs design is sleek and modern. ListenBook is my favorite audiobook player.
Sexy
ListenBook's intuitive design and thoughtful features have made my audiobook experience delightful. Savoring audiobooks without fuss β this app's design is impressive.
Broomspun
The absence of synchronization requirements on ListenBook is a breath of fresh air. π± Unlocking the world of literature with just a tap β this app is my digital library card! ππ± ListenBook's dedication to user convenience is evident in the drag-and-drop download feature from web browsers. Tone adjustment is an innovative touch that adds a personal connection to the audiobook narration. It's like having a custom reading experience. I appreciate the dark mode option. Itβs easy on the eyes during nighttime listening.
Cardinal Rebel
Audiobook enthusiasts, rejoice! This app is your new best friend. Quick access to chapters and controls ensures a seamless listening experience with ListenBook. It's effortless to use. The app's performance is remarkable β it's fast, stable, and designed to cater to audiobook enthusiasts. It's a pleasure to use.
TrixiePhany
This app has brought stories to life in a way that traditional reading never could. π§ This app has changed my reading game! Now I can 'read' while I work β genius! ππΌ ListenBook has made my daily commutes so much more enjoyable. I look forward to listening every day! ListenBook Pro's noise reduction feature enhances the audio quality to an impressive degree. 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.
Easy Mac
I've found my new favorite way to relax β cuddled up with an audiobook. The vast selection of titles on this app is a book lover's dream come true. The app is so reliable. Iβve never had any issues with it.
Flashpoint
I've become so much more productive while cleaning or exercising β thanks to this app! π± Unlocking the world of literature with just a tap β this app is my digital library card! ππ± π± Carrying stories wherever I go β this app's convenience allows me to indulge my love for reading on the move. πποΈ ListenBook's dedication to providing an exceptional listening experience shines through in every aspect of the app. ListenBook's compatibility with CarPlay and Apple Watch enhances my audiobook experience during daily activities.
Tokyo Dream
I appreciate the option to listen to samples before committing to a book. I've become an audiobook addict, all thanks to this amazing app. Audiobooks made simple β this app's functionality is a breath of fresh air.
Red Pepper
ListenBook's integration with CarPlay and Apple Watch has streamlined my multitasking. ListenBook's dedication to delivering top-notch audio quality is evident in every detail. β° Maximizing my time with efficient features β this app's functionality lets me dive into stories even in the busiest moments. πβ³ Efficiency and ease combined β this app is a must-have for book lovers. Finally, an app that lets me organize my audiobooks effortlessly. The library organization and book groups feature make navigation a breeze.
Delicious Cupid
ListenBook's dedication to providing an excellent user experience sets a new standard in audiobook apps. ListenBook has rekindled my love for learning, one audio experience at a time. I'm amazed at how this app has made reading fit into every aspect of my life. I love the ability to change the playback speed. Itβs perfect for my needs.
AxelRoad
ListenBook's dedication to delivering top-notch audio quality is evident in every detail. Easy access to chapters and silky-smooth playback. Love it!
Midnight Rambler
ListenBook has elevated my audiobook enjoyment to a whole new level β it's a must-have for any audio enthusiast. Binaural audio processing is a godsend. My ears don't fatigue even during extended listening. The compatibility with Apple Watch is a game-changer. Controlling my audiobooks from my wrist is genius. The app's versatility in audio downloading is unmatched. It's a comprehensive solution for my audiobook needs. ListenBook has redefined my audiobook experience. It's an essential tool that enhances every listening session.
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