Mastering ChatGPT and Google Colab for Machine Learning
Mastering ChatGPT and Google Colab for Machine Learning

Author: Rosario Moscato

Publisher: Orange Education Pvt Ltd

Published: 2024-09-20

Total Pages: 441

ISBN-13: 819795349X

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Learn how to harness the power of ChatGPT to streamline data analysis, accelerate model development, and unlock innovative solutions to real-world problems. KEY FEATURES ● Step-by-step progression from foundational machine learning concepts to advanced techniques using ChatGPT and Google Colab. ● Clear and detailed instructions for data preparation, model training, and evaluation, simplifying complex machine learning tasks. ● Extensive use of Google Colab for coding and experimentation, providing a real-world platform to apply learned techniques effectively. DESCRIPTION Unlock the future of machine learning by mastering Google Colab, trusted by over 5 million data scientists, and ChatGPT, powering 100 million users worldwide. This book bridges the latest in AI with practical, hands-on applications for data science. With these game-changing tools at your command, you’ll be able to streamline complex workflows, automate tedious tasks, and propel your AI skills to new heights—making machine learning faster, smarter, and more accessible than ever before. Each chapter unfolds a specific aspect of data science and machine learning, seamlessly integrated with ChatGPT’s free version capabilities. The foundational chapters introduce key machine learning concepts, while advanced sections explore topics such as natural language processing, sentiment analysis, and predictive analytics—all illustrated with real-world examples and interactive exercises. The later chapters focus on optimizing tasks using the more powerful paid version of ChatGPT, culminating in the creation of a custom GPT named “Data Scientist” to tackle specialized challenges. Additionally, the book includes a section on best practices, expert tips, and interview questions, making it a comprehensive resource for aspiring data scientists and seasoned professionals alike. WHAT WILL YOU LEARN ● Learn to integrate and optimize ChatGPT and Google Colab for enhanced data science tasks. ● Master techniques for preparing and cleaning data for analysis. ● Gain a solid grasp of statistical concepts essential for data science. ● Learn the processes for training, evaluating, and refining machine learning models. ● Perform data analysis and preprocessing using natural language processing techniques. ● Customize and deploy GPT models for specific data science applications. WHO IS THIS BOOK FOR? This book is ideal for aspiring data scientists and machine learning enthusiasts eager to enhance their skills with ChatGPT and Google Colab. It also serves tech professionals, academics, and business analysts seeking practical insights into AI and data science. A basic understanding of programming, statistics, and data analysis is recommended before diving in. TABLE OF CONTENTS 1. Introduction to ChatGPT 2. ChatGPT for Data Science and Machine Learning 3. Fundamentals of Statistics for Data Science 4. Missing Values and Outliers 5. Relation Between Variables and Charts 6. Data Preparation 7. Training and Evaluation 8. Fine Tuning, Features Selection, and Final Model 9. Data Preparation and Training 10. Fine Tuning and Final Model 11. Data Analysis and Dataset Manipulation (NLP) 12. Sentiment Analysis and Predictions 13. ChatGPT-4 for a Completely Automated Data Science Workload 14. Customizing GPT for Applications 15. Takeaways and Conclusions Index

Mastering ChatGPT and Google Colab for Machine Learning
Mastering ChatGPT and Google Colab for Machine Learning

Author: Rosario Moscato

Publisher: Orange Education Pvt Ltd

Published: 2024-09-20

Total Pages: 441

ISBN-13: 819795349X

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Learn how to harness the power of ChatGPT to streamline data analysis, accelerate model development, and unlock innovative solutions to real-world problems. KEY FEATURES ● Step-by-step progression from foundational machine learning concepts to advanced techniques using ChatGPT and Google Colab. ● Clear and detailed instructions for data preparation, model training, and evaluation, simplifying complex machine learning tasks. ● Extensive use of Google Colab for coding and experimentation, providing a real-world platform to apply learned techniques effectively. DESCRIPTION Unlock the future of machine learning by mastering Google Colab, trusted by over 5 million data scientists, and ChatGPT, powering 100 million users worldwide. This book bridges the latest in AI with practical, hands-on applications for data science. With these game-changing tools at your command, you’ll be able to streamline complex workflows, automate tedious tasks, and propel your AI skills to new heights—making machine learning faster, smarter, and more accessible than ever before. Each chapter unfolds a specific aspect of data science and machine learning, seamlessly integrated with ChatGPT’s free version capabilities. The foundational chapters introduce key machine learning concepts, while advanced sections explore topics such as natural language processing, sentiment analysis, and predictive analytics—all illustrated with real-world examples and interactive exercises. The later chapters focus on optimizing tasks using the more powerful paid version of ChatGPT, culminating in the creation of a custom GPT named “Data Scientist” to tackle specialized challenges. Additionally, the book includes a section on best practices, expert tips, and interview questions, making it a comprehensive resource for aspiring data scientists and seasoned professionals alike. WHAT WILL YOU LEARN ● Learn to integrate and optimize ChatGPT and Google Colab for enhanced data science tasks. ● Master techniques for preparing and cleaning data for analysis. ● Gain a solid grasp of statistical concepts essential for data science. ● Learn the processes for training, evaluating, and refining machine learning models. ● Perform data analysis and preprocessing using natural language processing techniques. ● Customize and deploy GPT models for specific data science applications. WHO IS THIS BOOK FOR? This book is ideal for aspiring data scientists and machine learning enthusiasts eager to enhance their skills with ChatGPT and Google Colab. It also serves tech professionals, academics, and business analysts seeking practical insights into AI and data science. A basic understanding of programming, statistics, and data analysis is recommended before diving in. TABLE OF CONTENTS 1. Introduction to ChatGPT 2. ChatGPT for Data Science and Machine Learning 3. Fundamentals of Statistics for Data Science 4. Missing Values and Outliers 5. Relation Between Variables and Charts 6. Data Preparation 7. Training and Evaluation 8. Fine Tuning, Features Selection, and Final Model 9. Data Preparation and Training 10. Fine Tuning and Final Model 11. Data Analysis and Dataset Manipulation (NLP) 12. Sentiment Analysis and Predictions 13. ChatGPT-4 for a Completely Automated Data Science Workload 14. Customizing GPT for Applications 15. Takeaways and Conclusions Index

Unlock Your Data Superpowers: Master Data Science & ML with ChatGPT
Unlock Your Data Superpowers: Master Data Science & ML with ChatGPT

Author: Fredric Cardin

Publisher: DigitalSphere Creations

Published:

Total Pages: 66

ISBN-13:

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Ready to transform data into actionable insights? This comprehensive ebook equips you with the fundamentals of Data Science and Machine Learning, along with the game-changing power of ChatGPT. Inside, you'll discover: Core principles of Data Science and Machine Learning - the foundation for building powerful models. How to leverage ChatGPT's capabilities to streamline tasks and unlock new possibilities. Mastering Matplotlib and Seaborn - essential Python libraries for creating clear and impactful data visualizations. Building 3 complete Data Science and Machine Learning projects - get hands-on experience applying your newfound knowledge efficiently, guided by ChatGPT. This ebook is your roadmap to becoming a data pro, empowering you to: Make data-driven decisions with confidence Extract valuable insights from complex datasets Craft compelling data visualizations to communicate your findings Gain a competitive edge in the job market Don't wait - unlock your data superpowers today!

Mastering Large Language Models with Python
Mastering Large Language Models with Python

Author: Raj Arun R

Publisher: Orange Education Pvt Ltd

Published: 2024-04-12

Total Pages: 547

ISBN-13: 8197081824

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A Comprehensive Guide to Leverage Generative AI in the Modern Enterprise KEY FEATURES ● Gain a comprehensive understanding of LLMs within the framework of Generative AI, from foundational concepts to advanced applications. ● Dive into practical exercises and real-world applications, accompanied by detailed code walkthroughs in Python. ● Explore LLMOps with a dedicated focus on ensuring trustworthy AI and best practices for deploying, managing, and maintaining LLMs in enterprise settings. ● Prioritize the ethical and responsible use of LLMs, with an emphasis on building models that adhere to principles of fairness, transparency, and accountability, fostering trust in AI technologies. DESCRIPTION “Mastering Large Language Models with Python” is an indispensable resource that offers a comprehensive exploration of Large Language Models (LLMs), providing the essential knowledge to leverage these transformative AI models effectively. From unraveling the intricacies of LLM architecture to practical applications like code generation and AI-driven recommendation systems, readers will gain valuable insights into implementing LLMs in diverse projects. Covering both open-source and proprietary LLMs, the book delves into foundational concepts and advanced techniques, empowering professionals to harness the full potential of these models. Detailed discussions on quantization techniques for efficient deployment, operational strategies with LLMOps, and ethical considerations ensure a well-rounded understanding of LLM implementation. Through real-world case studies, code snippets, and practical examples, readers will navigate the complexities of LLMs with confidence, paving the way for innovative solutions and organizational growth. Whether you seek to deepen your understanding, drive impactful applications, or lead AI-driven initiatives, this book equips you with the tools and insights needed to excel in the dynamic landscape of artificial intelligence. WHAT WILL YOU LEARN ● In-depth study of LLM architecture and its versatile applications across industries. ● Harness open-source and proprietary LLMs to craft innovative solutions. ● Implement LLM APIs for a wide range of tasks spanning natural language processing, audio analysis, and visual recognition. ● Optimize LLM deployment through techniques such as quantization and operational strategies like LLMOps, ensuring efficient and scalable model usage. ● Master prompt engineering techniques to fine-tune LLM outputs, enhancing quality and relevance for diverse use cases. ● Navigate the complex landscape of ethical AI development, prioritizing responsible practices to drive impactful technology adoption and advancement. WHO IS THIS BOOK FOR? This book is tailored for software engineers, data scientists, AI researchers, and technology leaders with a foundational understanding of machine learning concepts and programming. It's ideal for those looking to deepen their knowledge of Large Language Models and their practical applications in the field of AI. If you aim to explore LLMs extensively for implementing inventive solutions or spearheading AI-driven projects, this book is tailored to your needs. TABLE OF CONTENTS 1. The Basics of Large Language Models and Their Applications 2. Demystifying Open-Source Large Language Models 3. Closed-Source Large Language Models 4. LLM APIs for Various Large Language Model Tasks 5. Integrating Cohere API in Google Sheets 6. Dynamic Movie Recommendation Engine Using LLMs 7. Document-and Web-based QA Bots with Large Language Models 8. LLM Quantization Techniques and Implementation 9. Fine-tuning and Evaluation of LLMs 10. Recipes for Fine-Tuning and Evaluating LLMs 11. LLMOps - Operationalizing LLMs at Scale 12. Implementing LLMOps in Practice Using MLflow on Databricks 13. Mastering the Art of Prompt Engineering 14. Prompt Engineering Essentials and Design Patterns 15. Ethical Considerations and Regulatory Frameworks for LLMs 16. Towards Trustworthy Generative AI (A Novel Framework Inspired by Symbolic Reasoning) Index

Mastering ChatGPT
Mastering ChatGPT

Author: Barrett Williams

Publisher: Barrett Williams

Published: 2024-08-17

Total Pages: 94

ISBN-13:

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**Unlock the Future of Conversation with ChatGPT!** Dive into the transformative world of artificial intelligence with "Mastering ChatGPT," your ultimate guide to harnessing the power of one of the most advanced AI language models. Whether you're a tech enthusiast, educator, business professional, or just someone curious about the cutting-edge of AI, this comprehensive eBook is designed to equip you with everything you need to navigate and leverage ChatGPT effectively. **Chapter Highlights** - **Introduction to ChatGPT** Begin your journey by understanding the evolution of AI language models, the groundbreaking advancements in GPT-3 and beyond, and the essential features that make ChatGPT a game-changer in the AI landscape. Delve into the ethical considerations essential for responsible AI use. - **Understanding Conversational AI** Uncover the secrets behind how ChatGPT comprehends language and generates responses. Learn to avoid common pitfalls and misconceptions for a seamless interaction experience. - **Initial Setup and Configuration** Get step-by-step guidance on setting up your ChatGPT environment, integrating it with various platforms, and customizing parameters for optimal performance tailored to your needs. - **Crafting Effective Prompts** Master the art of prompt engineering. Explore strategies for creating clear and concise prompts with real-life examples to boost response efficacy across different scenarios. - **Advanced Prompt Engineering Techniques** Enhance your prompts using context and tackle ambiguous or vague inputs effectively. Incorporate user feedback for continuous improvement. - **Personalizing Conversations** Adapt the AI’s voice and tone, tailor responses to different audiences, and use memory for more personalized interactions. - **Professional Communication** Learn how ChatGPT can revolutionize customer service, streamline internal communications, and automate routine business tasks for unmatched productivity. - **Educational Enhancements** Turn ChatGPT into a teaching assistant. Facilitate student learning and create interactive educational content that engages and educates. - **Engaging Tech Enthusiasts** Build functional and entertaining chatbots. Develop AI-driven applications and experiment with the OpenAI API for endless possibilities. - **Ethical and Responsible Use** Address and mitigate bias, ensure data privacy, and promote responsible AI use to uphold ethical standards. - **Troubleshooting Common Issues** Identify and fix response errors, handle unresponsive AI, and manage technical glitches with ease. - **Evaluating and Improving Performance** Learn metrics to evaluate AI effectiveness, techniques for continuous improvement, and how to collect and utilize user feedback. **Transform your interaction with technology!** "Mastering ChatGPT" is the definitive guide to unlocking the full potential of one of the most sophisticated AI tools today. Embark on this journey to enhance your communication, automate tasks, and explore new frontiers with ChatGPT.

Mastering ChatGPT
Mastering ChatGPT

Author: Alex Harper

Publisher: Alex Harper

Published:

Total Pages: 106

ISBN-13:

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Mastering ChatGPT: A Simplified Beginner's Guide for Developers and Enthusiasts from Newbie to Pro Level with Ease Unlock the Power of AI with Ease! Do you want to explore the world of artificial intelligence but don't know where to begin? Are you interested in mastering ChatGPT, one of the most advanced AI models, without getting overwhelmed? This book is perfect for you! "Mastering ChatGPT: A Simplified Beginner's Guide for Developers and Enthusiasts from Newbie to Pro Level with Ease" is your step-by-step guide to understanding and using ChatGPT. It will take you from a complete beginner to a skilled user. Why This Book? In today’s tech-driven world, knowing how to use AI is becoming essential. Whether you're a developer wanting to add AI to your projects, a tech enthusiast curious about AI, or a professional looking to improve your skills, this book is for you. Alex Harper explains everything in simple language, making it easy to understand even the most complex ideas. What’s Inside? Foundations of ChatGPT: · Learn the basics of ChatGPT, why it matters, and how conversational AI has developed over the years. Setting Up and Getting Started: · Discover what you need to get started, how to access ChatGPT, and how to set it up for the first time. Understanding ChatGPT's Architecture: · Dive into the science behind ChatGPT, including neural networks, transformers, and how ChatGPT is trained. Customizing and Fine-Tuning ChatGPT: · Learn how to create your own datasets, fine-tune the model, and deploy customized versions of ChatGPT. Practical Applications and Use Cases: · Explore how ChatGPT can be used in real-world scenarios like customer service, content creation, and education. Advanced Programming Techniques: · Get to know advanced scripting, using the API, and integrating ChatGPT with other machine learning models. Integrating ChatGPT with Other Systems: · Learn how to integrate ChatGPT into web and mobile applications and ensure it works across different platforms. Troubleshooting and Optimization: · Find out how to fix common problems, improve performance, and keep your ChatGPT implementation running smoothly. Ethical and Responsible Use: · Understand the ethical considerations and best practices for using AI responsibly. Future Developments and Innovations: · Stay informed about the future of conversational AI and upcoming trends. Who Should Read This Book? Developers: Want to add AI to your projects? This book gives you the knowledge and tools you need. Enthusiasts: Curious about AI? This book explains everything in a way that’s easy to understand. Professionals: Improve your skills and stay competitive by mastering the latest in AI technology. Take the First Step towards Mastery Join the AI revolution and understand how to use ChatGPT with "Mastering ChatGPT." With clear explanations, practical examples, and a structured learning path, this book helps you unlock the full potential of ChatGPT. Don’t miss out on the chance to become skilled in AI. Get your copy today and easily start your journey from beginner to pro! Order now and begin your journey to mastering ChatGPT today!

Artificial Intelligence, Real Profits
Artificial Intelligence, Real Profits

Author: Jack Pemberton

Publisher: eBookIt.com

Published:

Total Pages: 88

ISBN-13: 1456640747

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Unlock the Power of AI: Revolutionize Your Marketing Strategy with "Artificial Intelligence, Real Profits: Mastering ChatGPT-4 for Business Marketing." Are you tired of traditional marketing strategies that fail to deliver the results you need? Are you ready to embrace the power of Artificial Intelligence (AI) to take your business marketing to the next level? Look no further than "Artificial Intelligence, Real Profits: Mastering ChatGPT-4 for Business Marketing." This comprehensive guide is your gateway to unlocking the full potential of AI-driven marketing. From content creation to social media management, ChatGPT-4 has the power to revolutionize the way you do business. But what exactly is ChatGPT-4, and how can it benefit your business? ChatGPT-4 is a cutting-edge AI technology that uses natural language processing to generate human-like responses to text-based prompts. In other words, it can write like a human, but at a much faster pace and with greater accuracy. This makes it an invaluable tool for businesses looking to streamline their marketing efforts and drive real, tangible results. In "Artificial Intelligence, Real Profits," you'll learn how to leverage ChatGPT-4 to create compelling content that resonates with your target audience. Whether you're writing blog posts, email newsletters, or social media updates, ChatGPT-4 can help you craft messages that are engaging, persuasive, and free of errors. But that's just the beginning. This book also covers advanced topics like chatbot development, lead generation, and customer service automation. With ChatGPT-4 as your secret weapon, you'll be able to create personalized experiences for your customers that drive conversions and build brand loyalty. Of course, no AI technology is perfect, and ChatGPT-4 is no exception. That's why "Artificial Intelligence, Real Profits" also covers best practices for working with AI, including how to avoid bias and ensure ethical use of the technology. Whether you're a seasoned marketing professional or a budding entrepreneur, "Artificial Intelligence, Real Profits" is your ultimate guide to mastering AI-driven business marketing. With practical tips, real-world examples, and expert insights, this book will help you unlock the full potential of ChatGPT-4 and take your business to new heights.

Mastering ChatGPT
Mastering ChatGPT

Author: Kameron Hussain

Publisher:

Published: 2023-11-30

Total Pages: 0

ISBN-13:

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In "Mastering ChatGPT: A Comprehensive Guide to Harnessing AI-Powered Conversations," readers are invited into the dynamic world of artificial intelligence and its profound impact on communication. This book is an essential resource for anyone eager to delve into the intricacies of conversational AI, especially the groundbreaking ChatGPT. At the heart of this guide is an in-depth exploration of ChatGPT, a state-of-the-art language model developed by OpenAI. The book begins with a captivating introduction to the evolution of artificial intelligence, providing a solid foundation for understanding the significance of ChatGPT in the broader context of AI development. It then delves into the technical workings of ChatGPT, demystifying complex concepts like machine learning, neural networks, and natural language processing in an accessible and engaging manner. As the narrative progresses, the book presents practical applications of ChatGPT across various sectors, including education, business, healthcare, and entertainment. Each chapter is enriched with real-world examples, demonstrating how ChatGPT can enhance productivity, creativity, and decision-making processes. The book also addresses the ethical considerations and challenges associated with AI, fostering a balanced understanding of its capabilities and limitations. "Mastering ChatGPT" is not only informative but also interactive. It includes hands-on tutorials and exercises, empowering readers to experiment with ChatGPT and integrate it into their personal and professional lives. The guide also offers tips and strategies for optimizing conversations with ChatGPT, ensuring that users can make the most out of this revolutionary technology. This book is a treasure trove of insights for educators, technologists, entrepreneurs, students, and anyone fascinated by the potential of AI. Whether you're a novice in the world of artificial intelligence or a seasoned professional, "Mastering ChatGPT" will deepen your understanding and appreciation of the transformative power of AI-powered conversations.

Mastering ChatGPT
Mastering ChatGPT

Author: Mostafa Gamil

Publisher: Mostafa Gamil

Published: 2023-01-09

Total Pages: 70

ISBN-13:

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Unlock the full potential of ChatGPT with 'Mastering ChatGPT: Unlocking the Full Potential of Large Language Models'. Written with the help of AI and ChatGPT, this book is the ultimate guide to mastering the capabilities and potential of this powerful technology. Discover the answers to questions like “Will ChatGPT replace employees in Businesses?” ”Will ChatGPT replace Software Professionals?” “Will ChatGPT replace Search Engines?”. With 100+ real chats (Prompts and Responses) with ChatGPT This book is the sequel to 'ChatGPT Basics: An Introduction to the Capabilities and Potential of Large Language Models' and part of the Mastering ChatGPT series, don't miss out on this opportunity to take your understanding of ChatGPT to the next level!