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.
Lucifurious
Who knew that commuting could become such an enjoyable reading session? π‘ This app has made my daily schedule more interesting β 'reading' on the go! π±πΆββοΈ The app's performance is unparalleled. It's like it's tailor-made for my device. ListenBook has made managing my audiobook collection a breeze. Library organization is top-notch.
SunnySnap
I can't believe how much more I'm able to read with the help of this app. I'm rediscovering my love for literature through this app β it's revitalizing. π± Audiobooks at my fingertips β this app's ease of use is a booklover's dream come true! ππ₯ I love the chapter navigation feature. ListenBook makes it easy to find specific sections. The app is super intuitive. I was up and running in minutes.
Tangerine
ListenBook's features make it the ultimate audio companion for any audiobook enthusiast. π± An entire library at my fingertips β this app is a book lover's dream come true! ππ With ListenBook Pro, long audiobooks are no problem. I love it! ListenBookβs support for CarPlay and Apple Watch is fantastic. I can listen anywhere. The app is very user-friendly. ListenBook makes listening to audiobooks a breeze.
MicroStar
The ability to switch between devices seamlessly is a game-changer for busy readers. The narrator's voice in some audiobooks is so soothing, it's like a spa for the ears. Audiobook multitasking simplified β this app's ease of use is a true asset. ListenBookβs playback is smooth and reliable. I never have issues with audio quality. 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!
Red Woman
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Dance Cannon
This app has ignited my passion for reading once again β but in a modern, convenient way. π§ Fueling my audiobook addiction with this fantastic app β pure listening pleasure! ππ₯ I can't get enough of the smooth playback experience. It's like a symphony for my ears.
Classy Dancer
Audiobook multitasking made simple β this app's functionality is a true delight. Effortless and enriching β that's how I'd describe my experience with this app. Its smooth interface and thoughtful features have set the bar high for audiobook enjoyment. π±π
Peanut Butter Woman
ListenBook's commitment to a seamless user experience is evident in its sleek design and intuitive controls. ListenBook Pro's unlimited audiobook length feature is fantastic.
NexusNavigator
This app has turned my daily commute into a source of inspiration and entertainment. With ListenBook, I can finally enjoy my audiobooks without worrying about format compatibility. It handles everything! Library organization has never been easier thanks to ListenBook. My collection is well-managed.
Cowboy Booter
ListenBook Pro offers an unbeatable deal β unlimited audiobook length and noise reduction. ListenBook's features make it the ultimate audio companion for any audiobook enthusiast. ListenBook has made audiobook listening a personalized and enriching journey. πΆββοΈπ Walking my way through exciting narratives β this app makes exercise more fun! ποΈπ§
Dangle
The ListenBook app has made my daily routines more enriching, allowing me to learn while on the go. Seamless audiobook integration β this app's functionality is a true gem. ListenBook's integration with AirDrop and sharing options makes it simple to spread the joy of storytelling. I love the chapter navigation feature. ListenBook makes it easy to jump between sections.
Mosquit-No
Listening to audiobooks has become my daily ritual for relaxation and escape. With this app, every moment is an opportunity to dive into a new story. Adjusting the tone of the narrator's voice is a unique feature. I'm loving it! Listening statistics are a great motivator. Love this feature! Noise reduction and voice tone adjustment enhance the listening experience significantly.
Fuzzy Rainbow
ListenBook's compatibility with CarPlay and Apple Watch integration is a brilliant touch. ListenBook has transformed my listening habits, making them more engaging and enjoyable. This app's sleek design and effortless navigation have made my audiobook journey a true delight. Effortlessly enjoying audiobook journeys β this app's ease of use is a delight. I'm impressed by the app's performance β it's stable, fast, and tailored for audiobook enthusiasts.
Murder Matter
π§ An audiobook treasure trove in the palm of my hand β this app is pure convenience! ππ Audiobooks at my fingertips β this app's functionality is a game-changer. Configurable auto-rewind is genius. No more confusion when I pause and resume. Perfect narration for this genre! The voice actorβs tone matched the atmosphere of the book, enhancing the overall experience. No complaintsβjust a smooth, enjoyable listen from beginning to end.
Ladybird
I've been able to tackle my reading list like never before, thanks to this app. πΌ Making every minute count β this app's ease of use ensures I'm always making progress in my audiobook adventures. π±π CUE playlist support is a fantastic organizational feature. It keeps my audiobooks neatly arranged.
Ba1t
This app has made my workouts and chores so much more enjoyable. π Bedtime stories for adults? Yes, please! This app is a dream come true. ππ The quick access to chapters and controls makes the app a joy to use. I'm always in control.
Most Wanted
The drag-and-drop download feature on ListenBook is incredibly convenient β no more complicated processes. Noise reduction in ListenBook Pro ensures crystal-clear playback even in noisy environments. The app is very user-friendly. ListenBook makes listening to audiobooks a breeze.
Easy Sweep
ListenBook has enriched my life with a diverse range of content, all at my fingertips. ππ Transforming traffic jams into opportunities for literary exploration β this app keeps me engaged on the road! ππ§
Noise Toy
The ability to change playback speed and audio volume on ListenBook gives me full control over my listening experience. ListenBook Pro's noise reduction feature is a blessing for enjoying clear audio in any environment. ListenBook has made my commutes more enjoyable, transforming them into learning sessions. π‘ This app truly understands the needs of audiobook enthusiasts β it delivers an effortless and enjoyable listening experience. ππ§ Finally, an app that supports a wide range of audio formats! It's a must-have for audiobook enthusiasts.
WanderWord
With ListenBook, I can enjoy my audiobooks with enhanced sound quality and personalized settings. Tone adjustment is a thoughtful addition that adds a personal touch to the audiobook narration. It's like having a narrator tailor their voice to my preferences.
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