Book description
Since the first edition of “Data Science and Analytics with Python” we have witnessed an unprecedented explosion in the interest and development within the fields of Artificial Intelligence and Machine Learning. This surge has led to the widespread adoption of the book, not just among business practitioners, but also by universities as a key textbook. In response to this growth, this new edition builds upon the success of its predecessor, expanding several sections, updating the code to reflect the latest advancements in Python libraries and modules, and addressing the ever-evolving landscape of generative AI (GenAI).This updated edition ensures that the examples and exercises remain relevant by incorporating the latest features of popular libraries such as Scikit-learn, pandas, and Numpy. Additionally, new sections delve into cutting-edge topics like generative AI, reflecting the advancements and the expanding role these technologies play. This edition also addresses crucial issues of explainability, transparency, and fairness in AI. These topics have rightly gained significant attention in recent years. As AI integrates more deeply into various aspects of our lives, understanding and mitigating biases, ensuring fairness, and maintaining transparency become paramount. This book provides comprehensive coverage of these topics, offering practical insights and guidance for data scientists and analysts.Designed as a practical companion for data analysts and budding data scientists, this book assumes a working knowledge of programming and statistical modelling but aims to guide readers deeper into the wonders of data analytics and machine learning. Maintaining the book's structure, each chapter stands alone as much as possible, allowing readers to use it as a reference as well as a textbook. Whether revisiting fundamental concepts or diving into new, advanced topics, this book offers something valuable for every reader.
AxelRoad
Audiobooks have become my go-to gift for friends – and they all love it! ListenBook's support for various audio formats means I never have to worry about compatibility issues. This app is a gift for book lovers who struggle to find reading time. 🎉📚 This app has rekindled my love for books – I can't stop listening! 🚀🎧 🎉 Rekindling my love for reading – this app has reintroduced me to the joy of books in a whole new way. 📚🔥
BlackExcalibur
I've started a book club with my friends, and this app has been our go-to source for titles. The ListenBook app is a must-have for anyone who loves to learn and be entertained through audiobooks. I can't get enough of this app's easy navigation and quick access to chapters and playback controls. Adjustable playback speed and volume controls are fantastic features. 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!
Silver Rose
Unwinding with a good audiobook has become my favorite self-care ritual. With ListenBook Pro, I'm no longer limited by audiobook length. It's a liberating experience! Sharing audiobooks through AirDrop is a delightful way to share the joy of storytelling with friends and family. It fosters connections and conversations.
Die Slice
ListenBook's innovative features, from audio filters to statistics, make it a standout app. 🏃♂️📚 Running through chapters, literally! This app keeps me motivated on the track. 🏃♂️📖 User-friendly audiobook experience – this app's design is a standout. Adjusting the narrator's voice tone is a creative feature that adds a personal touch to the experience.
Subzero Taffy
Mastering audiobook navigation – this app's ease of use is commendable. Book groups are a thoughtful addition. They help me keep related titles together for a seamless experience.
Emerald Goddess
With this app, I've found a way to turn every moment into an opportunity for learning and enrichment. I can't imagine my day without a dose of literature from this app. The compatibility with Apple Watch is a huge plus. I can control my audiobooks from my wrist! I love the ability to change the playback pitch. It’s a unique feature.
SpellTansy
Looping playback has taken my language learning to new heights. Highly recommended! The app is so well-designed. It’s clear the developers put a lot of thought into it. I love the ability to change the background color. It’s a nice touch.
Racy Lady
I'm addicted to the personalized recommendations – it's like the app knows me! No more hassle with converting files – ListenBook supports a wide range of formats for a seamless listening experience. I can't get enough of this app's convenience – it has turned my audiobook journey into a delightful habit. Audiobooks at my fingertips – this app's functionality is a game-changer.
Esquire
This app has turned my mundane tasks into exciting opportunities for reading. 🎶📚 Enriching my environment with the power of storytelling – audiobooks infuse my home with literary magic. 🎧🏠 Audiobook multitasking simplified – this app's functionality is a triumph. Controls are intuitive and user-friendly, making my audiobook experience seamless. The ability to organize my library is a huge plus. Everything is so neat and tidy.
The Dude
I've never been so excited about my daily commute – thanks to this app. Audiobook pleasure without the fuss – this app's functionality is top-notch. 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.
Killer Merlot
Thanks for making my daily commute to work enjoyable and engaging! The adjustable playback speed is a secret weapon for getting through educational content faster.
Suicide Crusher
ListenBook's compatibility with CarPlay and Apple Watch makes it a versatile companion for my daily activities. Packed with useful features. ListenBook is my favorite audiobook app.
Ginger Chaos
ListenBook has transformed my mundane activities into enjoyable moments of learning and entertainment. 📱 Audiobooks at my fingertips – this app's ease of use is a booklover's dream come true! 📚🔥 Effortlessly switching between stories – this app's ease of use is impressive. ListenBook Pro's noise reduction feature is a revelation. It elevates the audio quality, providing a clear and immersive listening experience that enhances my enjoyment. Listening stats keep me motivated to read more. Great addition!
All Natural
This app has brought stories to life in a way that traditional reading never could. This app's support for various formats has made my audiobook collection even more diverse and exciting.
EchoExplorer
The app's compatibility with various devices ensures I never miss a moment of my book. With ListenBook, I've found a reliable and enjoyable way to listen to audiobooks and expand my knowledge. ListenBook's chapters, controls, and filters have transformed my listening sessions into immersive journeys. This app has made me realize that I don't need a lot of time to read.
Swedish Twizz
The narrator's voices are so soothing – a perfect way to unwind after a stressful day. 🌌 Elevating my reading routine – this app's functionality is the key to unlocking new worlds of storytelling. 📚🔑 Savoring stories has never been this smooth – this app's functionality is genius. Audiobook magic at my fingertips! This app's comprehensive offerings, from statistics tracking to immersive audio processing, have breathed new life into my reading. 📚✨ Noise reduction on ListenBook Pro is a revelation. It elevates the audio quality to a new level.
NightWonka
I can finally tackle my reading list while stuck in traffic – what a win! ListenBook's innovation, seamless playback, and versatile features make it a standout app. 🎉 My audiobook haven – this app is like a door to endless adventures and knowledge! 📚🔑 ListenBook has become my constant companion. It's like having a personal audiobook assistant. ListenBook is the ultimate audiobook player. The app supports all formats, and the import process is seamless. I love the playback history feature—it’s so easy to revisit my favorite parts. Highly recommend this app!
Lincoln Rider
The convenience of switching between devices without losing my place is a lifesaver. Thank you for making literature more accessible, enjoyable, and immersive. This app is a game-changer! I can't believe how easy it is to download and manage my audio content using ListenBook. 💼 Enhancing work-from-home productivity – audiobooks make even the most routine tasks a delight. 💻📖 Great app for audiobook enthusiasts. ListenBook supports a wide range of formats.
Alley Fiend
ListenBook's sleek design and easy chapter access make navigation a breeze. With this app, every moment becomes an opportunity to indulge in fantastic stories. The controls, layout, and seamless playback are a reader's dream. 📚🎧 ListenBook's sleek layout and quick chapter access have made my audiobook journey incredibly enjoyable.
Twix Esses
I can't imagine my daily activities without this app – it's the perfect way to stay engaged and informed. This app's convenience has made my downtime more rewarding and enriching. 💡 Nurturing my curiosity with audiobooks – this app adds a touch of wonder to my daily routines. 📱📖 Effortless audiobook exploration – this app's design is a reader's dream. The app’s design is sleek and modern. ListenBook is my favorite audiobook player.
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