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.
Irish Dze
I've discovered authors I'd never heard of before, and now they're among my favorites. Automated artwork and metadata retrieval make my library look organized and professional. Adjusting the tone of the voice is an innovative feature that sets this app apart. The app is worth every penny. It’s packed with features and works flawlessly.
Manly Reno
Changing the tone of the sound on ListenBook is a fun feature that adds a unique touch to my audiobook experience. Navigating through chapters is a breeze. I can easily jump to the parts I want to listen to.
Tall Honey
Audiobooks have become my go-to entertainment, and this app is the reason. Seamless audiobook integration – this app's design is a true delight. Looping playback and shuffle features keep my audiobook sessions engaging and fresh. Noise reduction and tone changing enhance the listening experience. Love it!
Tse Tse Guy
The ListenBook app has transformed my device into a treasure trove of knowledge and entertainment. ListenBook’s support for CarPlay is great. I can listen to audiobooks in my car easily.
Tart Voodoo
The ListenBook app has transformed my device into a treasure trove of knowledge and entertainment. ListenBook's compatibility with CarPlay is a huge plus during long drives. Easy access to chapters and silky-smooth playback. Love it! The audio quality is excellent, and the interface is intuitive. ListenBook is my go-to app for audiobooks. I've listened to hundreds of audiobooks, and this one stands out for its professional quality. The narrator struck the ideal balance between dramatic interpretation and letting the text speak for itself. The audio engineering was superb with consistent volume levels and crystal-clear recording.
Cupid Dust
ListenBook's interface is sleek and user-friendly, making navigation a breeze. Who needs traditional books when you have this app? It's a game-changer. I'm hooked on this app's sleek design and seamless performance – it's a must-have for any reader. Seamless audiobook integration – this app's design is a true delight. This was an adequate audiobook for casual listening. The narrator maintained a consistent pace and clear diction throughout, though their performance lacked some emotional range. The audio quality was fine with no significant technical distractions.
Hang 11
Efficiency and ease combined – this app is a must-have for book lovers. Audiobook pleasure simplified – this app's design is a true winner. Sharing audiobooks with friends through AirDrop is a creative way to share the love of literature. The ability to play various audio formats without conversion is very convenient. ListenBook is a great app. I love the ability to share my progress with friends. It’s a fun feature.
Papa Smurf
This app has added a touch of magic to my mundane moments – I'm forever grateful. 🎙️ The app's functionality is a true work of art – it enhances the audiobook experience and brings stories to life. 📚🎨 Navigating audiobooks seamlessly – this app's design is top-notch.
Trixie Doodle
The app's customization options allow me to tailor the listening experience to my liking. With this app, I can seamlessly switch between audiobooks and real life.
Sexual Chocolate
Efficiency meets audiobooks – this app's functionality is a true triumph. Has every feature I need. My top choice for audiobooks!
Bat Magenta
Finally, an app that handles all my audiobook formats effortlessly. ListenBook is a must-have! The app is perfect for long flights. It keeps me entertained the whole time. A reasonable choice for casual listening. The audiobook was well-produced, but the pacing felt uneven in places. I didn’t dislike it, but I also didn’t feel strongly about it one way or another.
Pistol Hydro
Audiobooks have never been this engaging – this app takes them to the next level. 🎉 Unveiling the joy of reading once again – this app is my gateway to literary wonders! 📚🔓 Library organization is brilliant. No more cluttered audiobook collection. I love the auto-rewind feature after interruptions. No more searching for where I left off!
Risen
I can finally listen to all my audiobooks seamlessly with ListenBook. The customizable playback controls and chapter navigation make it a breeze. I'm blown away by the powerful audio downloading options. So versatile! With ListenBook Pro, I'm no longer limited by audiobook length. It's a liberating experience!
Crash Test
The narrator's voices are so soothing – a perfect way to unwind after a stressful day. This was a competent audiobook production with no major flaws. The narrator's voice was pleasant enough and the audio quality was acceptable, though not exceptional. While the performance didn't particularly stand out, it served its purpose adequately for my daily commute.
Blue Despair
The chapters feature on ListenBook enhances my audiobook exploration – it's like flipping through pages. I can't imagine my daily routine without ListenBook's intuitive layout and easy-to-access controls. ListenBook's sleek design and intuitive controls make it my go-to app for audiobooks. ListenBook Pro's noise reduction feature elevates my listening experience, allowing me to focus on the content. What a delightful listening experience! The narrator's timing was impeccable, knowing exactly when to pause for effect or let the words flow. Their character voices were distinct yet natural - no over-the-top accents or distracting vocal tics. The audio quality was consistently excellent.
ShadowFax
Sharing audiobooks through AirDrop is a delightful way to spread the joy of storytelling. A fun feature! Automatic extraction of artwork and metadata adds a touch of elegance to my audiobook collection.
Fire Feline
ListenBook's compatibility with multiple downloading methods ensures there's always a way to get my content. ListenBook's sleek layout and quick chapter access have made my audiobook journey incredibly enjoyable. ListenBook has become an essential part of my daily routine. It's like having a library on my phone!
Trash Pocky
ListenBook has completely changed my audiobook experience – it's like having a personal audio library. I can't imagine my audiobook routine without ListenBook's seamless audio player. User-centric audiobook joy – this app's ease of use is impressive.
Snowflake Pixie
With ListenBook Pro, I can customize the tone of the sound to match my preferences – it's a fantastic touch. ListenBook Pro's noise reduction feature has made my dictaphone recordings much more comfortable to listen to. Audiobooks on this app have made my daily walks a time of reflection and inspiration. 📱 Accessing my favorite stories has never been this straightforward – this app's functionality is a bookworm's dream come true. 📚💫 Audiobook enthusiasts, gather round! This app's remarkable features, including audio filters and compatibility, have transformed my commutes into captivating journeys. 🎉🎧
Casanova
This app is a game-changer for anyone who's always on the go – it's like carrying a library in my pocket. ListenBook's dedication to user convenience is evident in the drag-and-drop download feature from web browsers.
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