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.

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

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.

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 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.

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.

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.

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

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.

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!

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 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

Download or read book Transformers for Natural Language Processing written by Denis Rothman and published by Packt Publishing Ltd. This book was released on 2021-01-29 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher's Note: A new edition of this book is out now that includes working with GPT-3 and comparing the results with other models. It includes even more use cases, such as casual language analysis and computer vision tasks, as well as an introduction to OpenAI's Codex. Key FeaturesBuild and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using concepts that outperform classical deep learning modelsGo through hands-on applications in Python using Google Colaboratory Notebooks with nothing to install on a local machineTest transformer models on advanced use casesBook Description The transformer architecture has proved to be revolutionary in outperforming the classical RNN and CNN models in use today. With an apply-as-you-learn approach, Transformers for Natural Language Processing investigates in vast detail the deep learning for machine translations, speech-to-text, text-to-speech, language modeling, question answering, and many more NLP domains with transformers. The book takes you through NLP with Python and examines various eminent models and datasets within the transformer architecture created by pioneers such as Google, Facebook, Microsoft, OpenAI, and Hugging Face. The book trains you in three stages. The first stage introduces you to transformer architectures, starting with the original transformer, before moving on to RoBERTa, BERT, and DistilBERT models. You will discover training methods for smaller transformers that can outperform GPT-3 in some cases. In the second stage, you will apply transformers for Natural Language Understanding (NLU) and Natural Language Generation (NLG). Finally, the third stage will help you grasp advanced language understanding techniques such as optimizing social network datasets and fake news identification. By the end of this NLP book, you will understand transformers from a cognitive science perspective and be proficient in applying pretrained transformer models by tech giants to various datasets. What you will learnUse the latest pretrained transformer modelsGrasp the workings of the original Transformer, GPT-2, BERT, T5, and other transformer modelsCreate language understanding Python programs using concepts that outperform classical deep learning modelsUse a variety of NLP platforms, including Hugging Face, Trax, and AllenNLPApply Python, TensorFlow, and Keras programs to sentiment analysis, text summarization, speech recognition, machine translations, and moreMeasure the productivity of key transformers to define their scope, potential, and limits in productionWho this book is for Since the book does not teach basic programming, you must be familiar with neural networks, Python, PyTorch, and TensorFlow in order to learn their implementation with Transformers. Readers who can benefit the most from this book include experienced deep learning & NLP practitioners and data analysts & data scientists who want to process the increasing amounts of language-driven data.

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.

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 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.