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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.
Book Synopsis From Zero to Hero by : Sharon M. Draper
Download or read book From Zero to Hero written by Sharon M. Draper and published by . This book was released on 2001 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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 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 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 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 Zero to Hero in Machine Learning by : Ravindu Perera
Download or read book Zero to Hero in Machine Learning written by Ravindu Perera and published by . This book was released on 2020-05-20 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning is just not a topic for computer science geeks. There's no area that ML can't be applied. These days ML is used in banking, astronomy, medicare, transportation, agriculture, fashion designing, IoT and robotics sector etc. So there's no limit for ML applications and this is still one of the main research areas. So there will be so many improvements in the near future.You don't need any previous ML knowledge to refer this book because this book targets every beginner in ML and Data Science domain such as enthusiastic kids, school ICT students, university students, business analysts, business developers and marketing officers.In "Zero to Hero in Machine Learning" book, we learn*What ML is*ML types*ML algorithms*How to use Jupyter Notebook for coding and Azure Notebooks*How to work with images and a little bit in computer vision*The step by step procedure to train a machine*Data science techniques*How some regression and classification algorithms really works*To train a machine by coding in Azure Notebooks.*How to improve your machine learning and data science skills
Book Synopsis From Zero To Pyhon Hero by : Vivian Siahaan
Download or read book From Zero To Pyhon Hero written by Vivian Siahaan and published by SPARTA PUBLISHING. This book was released on 2019-09-22 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is SQL Server-based python programming. Microsoft SQL Server is robust relational database management system used by so many organizations of various sizes including top fortune 100 companies. SQL Server is a relational database management system (RDBMS) developed and marketed by Microsoft. As a database server, the primary function of the SQL Server is to store and retrieve data used by other applications. Deliberately designed for various levels of programming skill, this book is suitable for students, engineers, and even researchers in various disciplines. There is no need for advanced programming experience, and school-level programming skills are needed. In the first chapter, you will learn to use several widgets in PyQt5: Display a welcome message; Use the Radio Button widget; Grouping radio buttons; Displays options in the form of a check box; and Display two groups of check boxes. In chapter two, you will learn to use the following topics: Using Signal / Slot Editor; Copy and place text from one Line Edit widget to another; Convert data types and make a simple calculator; Use the Spin Box widget; Use scrollbars and sliders; Using the Widget List; Select a number of list items from one Widget List and display them on another Widget List widget; Add items to the Widget List; Perform operations on the Widget List; Use the Combo Box widget; Displays data selected by the user from the Calendar Widget; Creating a hotel reservation application; and Display tabular data using Table Widgets. In chapter three, you will learn: How to create the initial three tables project in the School database: Teacher, Class, and Subject tables; How to create database configuration files; How to create a Python GUI for inserting and editing tables; How to create a Python GUI to join and query the three tables. In chapter four, you will learn how to: Create a main form to connect all forms; Create a project will add three more tables to the school database: Student, Parent, and Tuition tables; Create a Python GUI for inserting and editing tables; Create a Python GUI to join and query over the three tables. In chapter five, you will join the six classes, Teacher, TClass, Subject, Student, Parent, and Tuition and make queries over those tables. In chapter six, you will create dan configure database. In this chapter, you will create Suspect table in crime database. 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. You will also create GUI to display, edit, insert, and delete for this table. In chapter seven, you will create a table with the name Feature_Extraction, which has eight columns: feature_id (primary key), suspect_id (foreign key), feature1, feature2, feature3, feature4, feature5, and feature6. The six fields (except keys) will have VARBINARY(MAX) data type. You will also create GUI to display, edit, insert, and delete for this table. In chapter eight, you will create two tables, Police and Investigator. The Police table has six columns: police_id (primary key), province, city, address, telephone, and photo. The Investigator table has eight columns: investigator_id (primary key), investigator_name, rank, birth_date, gender, address, telephone, and photo. You will also create GUI to display, edit, insert, and delete for both tables. In the last chapter, you will create two tables, Victim and Case_File. The Victim table has nine columns: victim_id (primary key), victim_name, crime_type, birth_date, crime_date, gender, address, telephone, and photo. The Case_File table has seven columns: case_file_id (primary key), suspect_id (foreign key), police_id (foreign key), investigator_id (foreign key), victim_id (foreign key), status, and description. You will create GUI to display, edit, insert, and delete for both tables as well.
Book Synopsis Supercharge Power BI by : MrExcel's Holy Macro! Books
Download or read book Supercharge Power BI written by MrExcel's Holy Macro! Books and published by Packt Publishing Ltd. This book was released on 2024-09-26 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the power of DAX and data modeling in Power BI to elevate your data analysis skills. This comprehensive guide covers essential functions, advanced techniques, and practical examples for mastering business analytics. Key Features Comprehensive coverage of DAX functions Step-by-step progression from basics to advanced topics Practical examples to reinforce learning Book DescriptionThis guide is designed to empower Power BI users with advanced skills in data modeling and DAX. It begins with an introduction to the foundational concepts of data modeling, where you'll learn how to structure your data for optimal performance and analysis. You’ll then progress to mastering essential DAX functions, including iterators, filters, and time intelligence. These chapters will help you create sophisticated calculations that bring your data to life. As you advance, the guide delves into more complex topics like evaluation context, context transition, and disconnected tables. These concepts are crucial for understanding how DAX formulas interact with your data, enabling you to build more accurate and insightful reports. The guide also covers practical applications, such as transferring DAX skills to Excel and using advanced Power BI features like Analyze in Excel and Cube Formulas. By the end of this book, you'll have a deep understanding of both data modeling and DAX, equipping you with the knowledge to tackle complex data challenges. Whether you’re working on business intelligence projects or enhancing your data analysis capabilities, this guide will give you the tools to excel in Power BI.What you will learn Create and load data models Master DAX functions Utilize filter propagation Implement time intelligence Transition context efficiently Transfer DAX skills to Excel Who this book is for This book is ideal for data analysts, business intelligence professionals, and Power BI users looking to deepen their understanding of DAX and data modeling. A basic understanding of Power BI and familiarity with data analysis concepts are recommended.
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 Data Science on AWS by : Chris Fregly
Download or read book Data Science on AWS written by Chris Fregly and published by "O'Reilly Media, Inc.". This book was released on 2021-04-07 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: With this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level upyour skills. This guide shows you how to build and run pipelines in the cloud, then integrate the results into applications in minutes instead of days. Throughout the book, authors Chris Fregly and Antje Barth demonstrate how to reduce cost and improve performance. Apply the Amazon AI and ML stack to real-world use cases for natural language processing, computer vision, fraud detection, conversational devices, and more Use automated machine learning to implement a specific subset of use cases with SageMaker Autopilot Dive deep into the complete model development lifecycle for a BERT-based NLP use case including data ingestion, analysis, model training, and deployment Tie everything together into a repeatable machine learning operations pipeline Explore real-time ML, anomaly detection, and streaming analytics on data streams with Amazon Kinesis and Managed Streaming for Apache Kafka Learn security best practices for data science projects and workflows including identity and access management, authentication, authorization, and more
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.
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 499 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 The Hundred-page Machine Learning Book by : Andriy Burkov
Download or read book The Hundred-page Machine Learning Book written by Andriy Burkov and published by . This book was released on 2019 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.
Book Synopsis Remote Sensing of Pollutants Computerized Reduction of Long-path Absorption Data by : Vernon Ellsworth Derr
Download or read book Remote Sensing of Pollutants Computerized Reduction of Long-path Absorption Data written by Vernon Ellsworth Derr and published by . This book was released on 1974 with total page 834 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis From Zero to eBiz Hero: Mastering SEO for Triumph by : Shu Chen Hou
Download or read book From Zero to eBiz Hero: Mastering SEO for Triumph written by Shu Chen Hou and published by KOKOSHUNGSAN®. This book was released on with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the Power of SEO and Transform Your Online Success! Are you ready to turn your e-commerce venture into a triumph? Do you want to master the art of Search Engine Optimization (SEO) and propel your online business to new heights? Want to outshine your competitors, captivate your target audience, and achieve eBiz hero status in the digital realm? Look no further! "From Zero to eBiz Hero: Mastering SEO for Triumph" is your ultimate guide to conquering the world of online business through the unmatched power of SEO. What's Inside? Understand SEO Fundamentals: Demystify the world of SEO with crystal-clear explanations and in-depth insights. Keyword Mastery: Discover the language your customers speak and harness it to skyrocket your rankings. Content Excellence: Craft content that not only ranks but engages, informs, and converts. Technical SEO Demystified: Unlock the secrets of website optimization and mobile readiness. Link Building and Authority: Build trust, authority, and a formidable online presence. Local SEO Domination: Make your business the go-to choice in your local community. Analytics and Adaptation: Master data-driven decision-making to stay ahead of the game. Algorithm Updates: Navigate the ever-evolving digital landscape with confidence. Why Choose "From Zero to eBiz Hero"? Proven Strategies: Battle-tested techniques that deliver real results. Comprehensive Coverage: From SEO basics to advanced tactics, we've got you covered. Practical Tools: Equip yourself with the tools and knowledge to dominate the competition. Measurable Success: Learn how to track your progress and maximize your ROI. Expert Guidance: Benefit from the wisdom of SEO professionals with years of experience. Ready to embark on your journey from SEO novice to eBiz hero? Grab your copy of "From Zero to eBiz Hero: Mastering SEO for Triumph" today, and get ready to transform your online business into a triumphant success story! Unlock the secrets of SEO. Elevate your online presence. Triumph in the world of e-commerce. Don't miss out on this opportunity to revolutionize your digital journey. Your path to eBiz hero status starts now!
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.
