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From Zero To Data Hero
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Book Synopsis From Zero to Data Hero with ChatGPT by : Andrew Wu
Download or read book From Zero to Data Hero with ChatGPT written by Andrew Wu and published by Andrew Wu. This book was released on 2023-12-24 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a comprehensive guide for prospective data scientists. It combines practical skills and advanced techniques with ChatGPT's groundbreaking capabilities. This easy-to-follow book shortens the learning curve for data analysis and machine learning beginners. It includes five chapters: 1. Kickstart Your Data Science Journey with ChatGPT's Power Tools: Introduces ChatGPT and the Noteable Plugin for quick data analysis. 2. The Great Data Hunt: Data collection and manipulation, including APIs, web scraping, data formats. 3. Making Data Meaningful: The basics of data analysis, simplified statistics and practical exercises. 4. Seeing the Unseen: Data Visualization: Techniques for revealing patterns in data using visual tools. 5. Venturing into the Machine's Mind: Machine Learning: Demystifies machine learning from regression analysis to recommendation engines, utilizing ChatGPT. Perfect for students, professionals and enthusiasts alike, this book offers a groundbreaking approach that makes data science accessible and manageable with the help of ChatGPT.
Download or read book From Zero to Hero written by William Webb and published by . This book was released on 2023-05-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world driven by data, navigating the complex landscape of data science is both an essential skill and a formidable challenge. Here is a book that transforms that challenge into a journey of discovery. This guide walks you through the intricate alleys of the data science field, presenting complex concepts in a conversational and engaging tone. Whether you are a budding data enthusiast, an aspiring data scientist, or a seasoned professional, this book has something for everyone. Starting with an introduction to the world of big data, the book methodically explores key concepts and tools of the trade such as Hadoop, Spark, and Python. The journey continues through specialized topics like Time Series Analysis and Recommender Systems, before moving into the critical aspects of portfolio building and job interviews. Beyond the technical, it also touches upon the softer but equally important aspects of communication, collaboration, and continuous learning in the field of data science. It serves not merely as an educational resource but as a compass, guiding you towards the right books, online courses, and communities to further expand your horizons. In the end, this guide helps you understand your role in this vibrant, ever-evolving field, preparing you not just for a career, but a lifelong adventure in data science. Discover, learn, and grow with a book that talks not just about data, but about the people, passion, and potential behind it.
Book Synopsis Artificial Intelligence Programming with Python by : Perry Xiao
Download or read book Artificial Intelligence Programming with Python written by Perry Xiao and published by John Wiley & Sons. This book was released on 2022-02-21 with total page 724 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in modern history. The book demystifies artificial intelligence and teaches readers its fundamentals from scratch in simple and plain language and with illustrative code examples. Divided into three parts, the author explains artificial intelligence generally, machine learning, and deep learning. It tackles a wide variety of useful topics, from classification and regression in machine learning to generative adversarial networks. He also includes: Fulsome introductions to MATLAB, Python, AI, machine learning, and deep learning Expansive discussions on supervised and unsupervised machine learning, as well as semi-supervised learning Practical AI and Python “cheat sheet” quick references This hands-on AI programming guide is perfect for anyone with a basic knowledge of programming—including familiarity with variables, arrays, loops, if-else statements, and file input and output—who seeks to understand foundational concepts in AI and AI development.
Book Synopsis From Zero to Data Hero by : Andrew Wu
Download or read book From Zero to Data Hero written by Andrew Wu and published by . This book was released on 2023-11-05 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you're kickstarting your journey or deepening your expertise, this book unveils the power of ChatGPT's advanced tools for data analysis, visualization, machine learning, and even the nuances of deep learning.
Book Synopsis From Zero to Hero by : Michele Williams Harrington
Download or read book From Zero to Hero written by Michele Williams Harrington and published by Createspace Independent Publishing Platform. This book was released on 2016-12-21 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Having the life you always dreamed of is not done by accident. It takes goals, good habits, being driven, but more than anything it takes the power of Self Discipline. This book will teach and motivate you to live up to your potential. To be the person you always knew you could be. To go from Zero to Hero!
Book Synopsis The Big Book of Dashboards by : Steve Wexler
Download or read book The Big Book of Dashboards written by Steve Wexler and published by John Wiley & Sons. This book was released on 2017-04-24 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive reference book with real-world solutions you won't find anywhere else The Big Book of Dashboards presents a comprehensive reference for those tasked with building or overseeing the development of business dashboards. Comprising dozens of examples that address different industries and departments (healthcare, transportation, finance, human resources, marketing, customer service, sports, etc.) and different platforms (print, desktop, tablet, smartphone, and conference room display) The Big Book of Dashboards is the only book that matches great dashboards with real-world business scenarios. By organizing the book based on these scenarios and offering practical and effective visualization examples, The Big Book of Dashboards will be the trusted resource that you open when you need to build an effective business dashboard. In addition to the scenarios there's an entire section of the book that is devoted to addressing many practical and psychological factors you will encounter in your work. It's great to have theory and evidenced-based research at your disposal, but what will you do when somebody asks you to make your dashboard 'cooler' by adding packed bubbles and donut charts? The expert authors have a combined 30-plus years of hands-on experience helping people in hundreds of organizations build effective visualizations. They have fought many 'best practices' battles and having endured bring an uncommon empathy to help you, the reader of this book, survive and thrive in the data visualization world. A well-designed dashboard can point out risks, opportunities, and more; but common challenges and misconceptions can make your dashboard useless at best, and misleading at worst. The Big Book of Dashboards gives you the tools, guidance, and models you need to produce great dashboards that inform, enlighten, and engage.
Book Synopsis FROM ZERO TO JDBC HERO by : Vivian Siahaan
Download or read book FROM ZERO TO JDBC HERO written by Vivian Siahaan and published by SPARTA PUBLISHING. This book was released on 2019-10-01 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, you will learn how to build from scratch a criminal records management database system using Java/SQLite. All Java code for digital image processing in this book is Native Java. Intentionally not to rely on external libraries, so that readers know in detail the process of extracting digital images from scratch in Java. In chapter one, you will create Bank database and its four tables. In chapter two, you will learn the basics of cryptography using Java. Here, you will learn how to write a Java program to count Hash, MAC (Message Authentication Code), store keys in a KeyStore, generate PrivateKey and PublicKey, encrypt / decrypt data, and generate and verify digital prints. In chapter three, you will learn how to create and store salt passwords and verify them. You will create a Login table. In this case, you will see how to create a Java GUI using NetBeans to implement it. In addition to the Login table, in this chapter you will also create a Client table. In the case of the Client table, you will learn how to generate and save public and private keys into a database. You will also learn how to encrypt / decrypt data and save the results into a database. In chapter four, you will create an Account table. This account table has the following ten fields: account_id (primary key), client_id (primarykey), account_number, account_date, account_type, plain_balance, cipher_balance, decipher_balance, digital_signature, and signature_verification. In this case, you will learn how to implement generating and verifying digital prints and storing the results into a database. In chapter five, you will create a Client_Data table, which has the following seven fields: client_data_id (primary key), account_id (primary_key), birth_date, address, mother_name, telephone, and photo_path. In chapter six, you will create Crime database and its six tables. In chapter seven, you will be taught how to extract image features, utilizing BufferedImage class, in Java GUI. In chapter eight, you will be taught to create Java GUI to view, edit, insert, and delete Suspect table data. This table has eleven columns: suspect_id (primary key), suspect_name, birth_date, case_date, report_date, suspect_ status, arrest_date, mother_name, address, telephone, and photo. In chapter nine, you will be taught to create Java GUI to view, edit, insert, and delete Feature_Extraction table data. This table has eight columns: feature_id (primary key), suspect_id (foreign key), feature1, feature2, feature3, feature4, feature5, and feature6. All six fields (except keys) will have a BLOB data type, so that the image of the feature will be directly saved into this table. In chapter ten, you will add two tables: Police_Station and Investigator. These two tables will later be joined to Suspect table through another table, File_Case, which will be built in the seventh chapter. The Police_Station has six columns: police_station_id (primary key), location, city, province, telephone, and photo. The Investigator has eight columns: investigator_id (primary key), investigator_name, rank, birth_date, gender, address, telephone, and photo. Here, you will design a Java GUI to display, edit, fill, and delete data in both tables. In chapter eleven, you will add two tables: Victim and File_Case. The File_Case table will connect four other tables: Suspect, Police_Station, Investigator and Victim. The Victim table has nine columns: victim_id (primary key), victim_name, crime_type, birth_date, crime_date, gender, address, telephone, and photo. The File_Case has seven columns: file_case_id (primary key), suspect_id (foreign key), police_station_id (foreign key), investigator_id (foreign key), victim_id (foreign key), status, and description. Here, you will also design a Java GUI to display, edit, fill, and delete data in both tables.
Book Synopsis Going From Zero To Hero In One Generation by : John W Lewis
Download or read book Going From Zero To Hero In One Generation written by John W Lewis and published by . This book was released on 2020-03-31 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This world that humans have developed is an unfair place. Many of these humans who are in a deprived state and born in a household that struggles to make ends meet is only because of the unfair division of finances and even human rights. The black community of America has faced subjugation by the hands of Caucasians for centuries now, and even in the last century, the condition was far from being equal among the white and black Americans. The blacks were still living in segregation and faced a lack of opportunities because of the twisted laws that the white people in power had created. This book by John W. Lewis brings to light the real-life struggles of a black American and how his life changed because of the laws of the Society that were always in favor of the whites.
Download or read book Zero the Hero written by Joan Holub and published by Henry Holt and Company (BYR). This book was released on 2012-02-28 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zero. Zip. Zilch. Nada. That's what all the other numbers think of Zero. He doesn't add anything in addition. He's of no use in division. And don't even ask what he does in multiplication. (Hint: Poof!) But Zero knows he's worth a lot, and when the other numbers get into trouble, he swoops in to prove that his talents are innumerable.
Book Synopsis Data Science Bootcamp by : Jasmine Harper
Download or read book Data Science Bootcamp written by Jasmine Harper and published by Independently Published. This book was released on 2024-03-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embark on Your Data Science Journey! "Data Science Bootcamp: From Zero to Hero in Data Science" offers a comprehensive pathway for those aspiring to become expert data scientists. This meticulously crafted book serves as a rigorous bootcamp, providing learners of all levels the capacities to dive deep into the vast ocean of data science. Whether you are a beginner with a curiosity in data or an intermediate practitioner aiming to solidify your expertise, this book caters to your ambition with precision and depth. The book unfolds the mysteries of data science across 12 chapters, encompassing crucial topics from introductory concepts to advanced data manipulation and analysis techniques. Alongside theoretical insights, you'll engage with practical exercises, real-world case studies, and emerging trends in data science, equipping you with the holistic understanding needed to thrive in this dynamic field. By weaving together the fundamentals with cutting-edge methodologies, "Data Science Bootcamp" ensures your learning journey is both enlightening and actionable. It bridges the gap between academic concepts and their real-world applications, facilitating a smooth transition from learning to implementing. Discover the transformative power of data analysis, machine learning algorithms, and predictive modeling in shaping industries and driving innovation. Don't miss out on this unique opportunity to elevate your data science prowess. Embrace the challenge, harness the power of data, and embark on a rewarding career as a data scientist. With "Data Science Bootcamp," the road from beginner to hero in data science is engaging, accessible, and filled with invaluable insights. Make this pivotal leap today. Your journey through data science starts here! Table of Contents 1. Introduction to Data Science - The Essence of Data Science - Skills Needed for a Data Scientist - Understanding Data and Its Power 2. Data Wrangling and Cleaning - Fundamentals of Data Wrangling - Cleaning Data: Techniques and Importance - Practical Exercises in Data Cleaning 3. Exploratory Data Analysis - Introduction to EDA - Visualizing Data - Finding Patterns in Data 4. Statistical Foundations - Basic Statistical Concepts - Applying Statistics in Data Science - Statistical Tests and Their Importance 5. Machine Learning Basics - Understanding Machine Learning - Supervised vs. Unsupervised Learning - Building Your First Machine Learning Model 6. Advanced Machine Learning - Fine-Tuning ml Models - Dealing with Overfitting and Underfitting - Introduction to Deep Learning 7. Data Visualization - The Power of Data Visualization - Tools for Visualizing Data - Creating Engaging Visuals 8. Big Data and Its Applications - Understanding Big Data - Big Data Technologies - Applications of Big Data in Various Industries 9. Predictive Modeling - Introduction to Predictive Modeling - Building Predictive Models - Real-World Applications of Predictive Modeling 10. Natural Language Processing - Basics of NLP - Implementing NLP in data Science Projects - Advanced NLP Techniques 11. Ethical Considerations in Data Science - The Importance of Ethics - Data Privacy and Security - Fairness and Bias in Machine Learning 12. Career Path and Next Steps - Building a Portfolio - Preparing for Data Science Interviews - Continuous Learning and Growth in Data Science
Book Synopsis Data Science and Machine Learning by : Dirk P. Kroese
Download or read book Data Science and Machine Learning written by Dirk P. Kroese and published by CRC Press. This book was released on 2019-11-20 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focuses on mathematical understanding Presentation is self-contained, accessible, and comprehensive Full color throughout Extensive list of exercises and worked-out examples Many concrete algorithms with actual code
Book Synopsis From Zero to Hero by : Jeremy Diamond
Download or read book From Zero to Hero written by Jeremy Diamond and published by ABDO. This book was released on 2009-08 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: When Dashiell James, janitor for Jack Diesel's racing team, causes an explosion in a secret laboratory, he becomes Jimmy Dash, lead driver for Team Flatstock, known on the circuit as "Team Laughingstock." Includes instructions on how to draw Jimmy Dash and Jack Diesel's racecar.
Download or read book Zero to Hero written by Allen J. Lynch and published by . This book was released on 2019-03-13 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author recounts his life experiences, from growing up on Chicago's South Side and living through several years of intense bullying, to his Army service in Vietnam and his acts that earned the Medal of Honor, to his life after military service and grappling with PTSD.
Book Synopsis FFMPEG - From Zero to Hero by : Nick Ferrando
Download or read book FFMPEG - From Zero to Hero written by Nick Ferrando and published by Wondermark Books. This book was released on 2020-08-18 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you ever wondered how the developers of YouTube or Vimeo cope with billions of video uploads or how Netflix processes its catalogue at scale or, again, if you want to discover how to create and develop your own video platform, you may want to know more about FFMPEG. FFMPEG stands for “Fast-Forward-Moving-Picture-Expert Group”. This book contains a basic guide, a basic dictionary and many working formulas along with step-by-step syntax explanations of FFMPEG and a lot of other softwares for audio, video, image and subtitles processing. This book describes and explains also several tools that works along with FFMPEG, such as ImageMagick, Bento4, GhostScript, WebP Tools amongst others. The book contains also a dedicated step-by-step guide for FFMPEG's various installation options for MacOS X, Ubuntu and Windows platforms. Whether you are at the very beginning or an experienced developer, you will find several effective ways to execute many tasks for your audio/video/streaming needings. Contents • Acknowledgments • What is FFMPEG • Basic Definitions • Basic FFMPEG Workflow • How to Install FFMPEG • Basic Syntax Concepts of FFMPEG • Keyframes: Basic Concepts • Metadata and FFPROBE • Extracting Metadata with FFMPEG • Extracting Specific Streams • Extracting Audio Only from a Video • Extracting Video Only without Audio • Cutting Videos with FFMPEG • Producing h264/AVC videos • Different h264 encoding approaches • Producing h265/HEVC Videos • h266 - Versatile Video Codec (VVC) • Producing VP8 Videos • Producing VP9 videos • The OPUS Audio Codec • The FLAC Audio Codec • Producing AV1 Video • Netflix/Intel AV1 SVT-AV1 • AV1AN - All-in-one Tool • Streaming on Social Media with RTMP • Pre-Process Files in Batch • Re-Stream to multiple destinations • Concatenate Video Playlists • Producing HLS with FFMPEG and Bento4 • Producing DASH Streaming • Batch Processing for DASH and HLS Delivery • Batch Processing for HLS Only • Streaming Mp4 Files - The Moov Atom • Producing Adaptive WebM DASH Streaming • Scaling with FFMPEG • Overlay Images on Video • Overlay Images on Pictures • ImageMagick • Batch Process - Overlay to Multiple Images with Same Size • Batch Process - Overlay to Multiple Images with Different Sizes • Batch Resize Images • Batch Resize, Lower Quality and Convert Pictures • Convert Images to WebP • Remove Black Bars/Borders from Images and Trim • Batch Convert Pictures from RAW to JPEG format • Ghostscript for PDF processing • Extract Images from PDF • Generate Waveforms from Audio • Generate Animated Video from Audio • Create Animated Slides from Still Pictures • Extract Images from Video • Extract Audio from Video • Replace Audio of a Video • Batch Convert Audio Files to a specific format • Batch Convert Audio Files in Multiple Formats • Audio Loudness Normalization for TV Broadcast • Audio Loudness Normalization for Amazon Alexa and Google Assistant (Audiobooks/Podcasts) • Batch Audio Loudness Normalization for Amazon Alexa (AudioBooks/Podcasts) • De-Interlacing Filter - 13 FFMPEG solutions • How to make a high-quality GIF from a video • How to add an Overlay Banner and burn subtitles onto a video • How to extract VTT files (Web Video Text Track) and burn it onto a video as a subtitle • Automatic Transcriptions and Subtitles • Additional Notes and Syntax Definitions • Bibliography • Recommended Resources • About Me • Alphabetical Index Features • Over 80 chapters • Over 200 tested formulas and syntax explanations • Navigable Index • Tested for MacOS X, Ubuntu 18.04, Ubuntu 20.04 and Windows 10 platforms FAQ Which audience this book is intended for? This book is designed to address anyone who is just above the “raw beginner” level. This book will explain some basic process such as entering commands and execute simple code instructions using a Command-Line- Interface (CLI) instead of using high resource-intensive Graphical User Interfaces (GUI). You may review some basic definitions and concepts, or skip directly to the working Formulas, as you'll prefer. It is a book intended for both the beginner and the expert developer, but suitable also for creatives, social media managers, webmasters, writers, musicians, photographers, video-makers, audio engineers, archival and restoration technicians, radio/tv broadcasters, streamers, You-Tubers, etc. and anyone who needs to automate and speed-up the manipulation, editing and conversion of many different audio/video/pictures formats. What's the difference between this book and other basic books about FFMPEG? FFMPEG has a pretty steep learning curve and the books currently around lacks on the very basics terms and syntax explanations of the commands. This book contains lots of explanations about the basic BASH terms, which unleash the functionalities and the true power of FFMPEG. Also: this book will cover other great tools for content creation, editing and automation, such as ImageMagick, Bento4, Ghostscript along with scripting automation formulas and examples. Why a book on the basics of FFMPEG? Because FFMPEG can be powerful and can be very easy for anyone, once it's core technology and syntax are understood. If you would like to know more about a ultra-fast way that gives you for free the same results that you achieve with expensive subscription-based softwares for content creation/video editing/image or audio manipulation/conversion, then this is the right book for you.
Book Synopsis Beyond Data Protection by : Noriswadi Ismail
Download or read book Beyond Data Protection written by Noriswadi Ismail and published by Springer Science & Business Media. This book was released on 2013-02-26 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book deals with data protection issues from practical viewpoints. 40% of the content focus on the Malaysian Personal Data Protection Act (PDPA) 2010 progress, whilst 60% of the content focus on leading comparative practical guidance from Europe. Part of the PDPA provisions is mirrored from European approaches and practices. The approach of this book is straightforward, handy and readable and is supplemented by practical applications, illustrations, tables and diagrams. Practical examples highlighted in this book range from cloud computing, radio frequency identification technology, social media networks and information security to basic related aspects of data protection issues covering strategic leadership, management, governance and audit in businesses, organisations and local authorities. Recommended best practices have been outlined for practical guidance accompanied with future challenges and opportunities for Malaysia and ASEAN. The book is equally suitable for academics, practitioners, governmental officials and regulators dealing with data protection within their sector-specific legislation.
Book Synopsis Programming Collective Intelligence by : Toby Segaran
Download or read book Programming Collective Intelligence written by Toby Segaran and published by "O'Reilly Media, Inc.". This book was released on 2007-08-16 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it. Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains: Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in a dataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details." -- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths." -- Tim Wolters, CTO, Collective Intellect
Book Synopsis Zero to Hero (Ghost Buddy #1) by : Henry Winkler
Download or read book Zero to Hero (Ghost Buddy #1) written by Henry Winkler and published by Scholastic Inc.. This book was released on 2012-01-01 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hilarious new series from Henry Winkler & Lin Oliver, authors of the bestselling HANK ZIPZER books!Billy Broccoli is new to the neighborhood, and wants cool friends and a spot on the baseball team more than anything. But the one thing he never wanted is his own personal ghost. So imagine his surprise when he ends up sharing a room with Hoover Porterhouse, a funny ghost with a whole lot of attitude.When an obnoxious school bully sets out to demolish Billy, the Hoove comes up with a plan for revenge. It’s all in the Hoove’s Rule Number Forty-Two: Stay cool. And like it or not, Billy and the Hoove have to stick together if Billy ever wants to get in style, get even, and conquer the school.
