### The Freedom Blueprint for a Python Developer Unlock the secrets to living a life of unparalleled freedom while building a successful career as a Python developer. "The Freedom Blueprint for a Python Developer" is your comprehensive guide to combining the dynamic world of Python programming with the exciting lifestyle of a digital nomad. Whether you're a seasoned coder or a beginner looking to break into the tech industry, this eBook offers a step-by-step roadmap to mastering Python and adopting a remote work lifestyle. **Chapter Highlights** - **Introduction to the Digital Nomad Lifestyle** Explore the growing digital nomad movement, uncover its benefits, and dispel common myths. - **Why Python is the Ideal Language for Digital Nomads** Dive into Python's versatility and discover how it opens doors to remote job opportunities. - **Getting Started with Python** Learn how to set up your development environment and write your first Python program while mastering essential libraries. - **Leveraging ChatGPT for Learning Python** Supercharge your learning with AI-driven assistance from ChatGPT and see practical coding examples. - **Core and Advanced Python Programming Concepts** From variables and data types to object-oriented programming and APIs, gain a deep understanding of Python. - **Building a Portfolio with Python Projects** Identify key projects to showcase your skills and build an impressive portfolio that attracts remote job offers. - **Finding Remote Work as a Python Developer** Navigate the remote job market with tips on building your online presence, networking, and utilizing job boards. - **Freelancing vs. Contracting vs. Full-Time Remote Jobs** Weigh the pros and cons of different work arrangements and choose the best fit for your lifestyle. - **Managing Finances on the Go** Get practical advice on international banking, budgeting, and handling taxes as a nomadic professional. - **Productivity Tips for Remote Python Developers** Optimize your work environment, manage your time effectively, and stay focused amidst distractions. - **Tools and Resources for the Modern Digital Nomad** Discover essential software, online communities, and continuous learning resources. - **Health and Wellness While Traveling** Learn how to maintain physical fitness, prioritize mental health, and balance work with leisure. - **Navigating Cross-Cultural Work Environments** Master cross-cultural communication and adapt to diverse work styles. - **Case Studies Successful Python Digital Nomads** Gain insights from real-life stories and actionable takeaways from experienced digital nomads. Embark on your journey towards freedom, flexibility, and success. Transform your Python skills into a ticket to the digital nomad lifestyle with "The Freedom Blueprint for a Python Developer." Your adventure starts now.

Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you should use and in what order. This practical book provides data scientists and developers with blueprints for best practice solutions to common tasks in text analytics and natural language processing. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler provide real-world case studies and detailed code examples in Python to help you get started quickly. Extract data from APIs and web pages Prepare textual data for statistical analysis and machine learning Use machine learning for classification, topic modeling, and summarization Explain AI models and classification results Explore and visualize semantic similarities with word embeddings Identify customer sentiment in product reviews Create a knowledge graph based on named entities and their relations

Passive Income Freedom! Is that really possible? And if so, do you need a lot of money or special skills? Can anyone achieve this? If you've ever wondered, then this book will provide you with answers and show you in 23 Step-by-Step Blueprints that - yes - Passive Income Freedom is definitely real and achievable for everyone: Including YOU! Even as a total beginner. What you will not find in this book are get rich quick schemes or inflated promises. This book is not for lazy people or tricksters trying to beat the system. These are solid, proven passive income blueprints that do take work in the beginning and certainly have a learning curve. Like anything worth having. But... If you are ready for freedom, Ready to get out of the rat race, and the drudgery of boring, unfulfilling jobs, Ready to get out from under that pile of debt and bills to pay, Ready to become the person you were meant to be with the freedom to pursue your passions and share some AWEsome with the world... Then... this book will be an amazing resource. Taking you by the hand and giving you: A Tour-de-Force Ride through the many - vastly different - realms of passive income entrepreneurship. So you know what's out there. You know what your passive income options are. And you can now decide which path to choose - with - a solid action plan in place so you can actually get there. Don't worry, these are fun... :) As always with SassyZenGirl books, great business info doesn't have to be dull and boring. You will smile, you will be excited - and - you will have sound passive income strategies in place once you finish this book! Are you ready? Then scroll up to the top and hit that BUY BUTTON...:)

Unleash Your Inner Tycoon: The Ultimate Guide to Financial Freedom for Young Hustlers Tired of asking your parents for cash? Dreaming of a life where you call the shots? "The Young Money Blueprint" is your no-BS guide to ditching the broke student mindset and building an empire on your terms. This book is packed with actionable strategies, real-world examples, and a healthy dose of tough love to help you: Master the Money Mindset: Ditch the scarcity mentality and embrace abundance. Launch Your Side Hustle: Discover the hottest money-making opportunities for young people. Build High-Income Skills: Learn the digital skills that will make you a valuable asset in any industry. Start and Grow Your Business: From idea to income, this book will guide you through the entire process. Invest Like a Pro: Learn the basics of investing and start building your wealth early. Give Back and Make a Difference: Use your entrepreneurial skills to create a positive impact on the world. No fluff, no get-rich-quick schemes, just real talk and actionable advice to help you achieve financial freedom and live life on your terms. Are you ready to take control of your financial future and build the life you've always dreamed of? Grab your copy of "The Young Money Blueprint" today and start your journey to financial freedom!

Take full creative control of your web applications with Flask, the Python-based microframework. With the second edition of this hands-on book, youâ??ll learn Flask from the ground up by developing a complete, real-world application created by author Miguel Grinberg. This refreshed edition accounts for important technology changes that have occurred in the past three years. Explore the frameworkâ??s core functionality, and learn how to extend applications with advanced web techniques such as database migrations and an application programming interface. The first part of each chapter provides you with reference and background for the topic in question, while the second part guides you through a hands-on implementation. If you have Python experience, youâ??re ready to take advantage of the creative freedom Flask provides. Three sections include: A thorough introduction to Flask: explore web application development basics with Flask and an application structure appropriate for medium and large applications Building Flasky: learn how to build an open source blogging application step-by-step by reusing templates, paginating item lists, and working with rich text Going the last mile: dive into unit testing strategies, performance analysis techniques, and deployment options for your Flask application

Rabies remains one of the most important global public health problems worldwide. Although many important developments have been made over the past century to combat this ancient disease, Rabies has become a re-emergent infection in the developing world. The 3e updates this classic reference with comprehensive coverage of the molecular virology, pathogenesis, vaccines, public health, immunology, and epidemiology of Rabies. Chapters new to this edition cover biothreat/bioterrorism, successful wildlife control and therapies of human Rabies, and the emergence of new lyssavirus species Rabies provides physicians, public health advisors, epidemiologists, research scientists and veterinarians with single source, authoritative and up-to-date information on the diagnosis, treatment, control and prevention of this fatal infectious virus that continues to kill over 70,000 people a year. - Rabies remains a significant global public health risk with over 70,000 deaths a year - Alan Jackson a well-known researcher in this subject and has gathered a team of experts to detail the science, treatment, and control of Rabies - Completely revised, the 3e presents Rabies as a re-emergent infection with greater emphasis on a global perspective of the virus - Provides essential information to anyone diagnosing, treating, controlling and preventing the disease - 70 full-color figures highlight important information in microscopic studies

Discover the right way to code in Python. This book provides the tips and techniques you need to produce cleaner, error-free, and eloquent Python projects. Your journey to better code starts with understanding the importance of formatting and documenting your code for maximum readability, utilizing built-in data structures and Python dictionary for improved maintainability, and working with modules and meta-classes to effectively organize your code. You will then dive deep into the new features of the Python language and learn how to effectively utilize them. Next, you will decode key concepts such as asynchronous programming, Python data types, type hinting, and path handling. Learn tips to debug and conduct unit and integration tests in your Python code to ensure your code is ready for production. The final leg of your learning journey equips you with essential tools for version management, managing live code, and intelligent code completion. After reading and using this book, you will be proficient in writing clean Python code and successfully apply these principles to your own Python projects. What You’ll Learn Use the right expressions and statements in your Python code Create and assess Python Dictionary Work with advanced data structures in Python Write better modules, classes, functions, and metaclassesStart writing asynchronous Python immediatelyDiscover new features in Python Who This Book Is For Readers with a basic Python programming knowledge who want to improve their Python programming skills by learning right way to code in Python.

Develop RESTful web services using the Flask micro-framework and integrate them using MySQL. Use Flask to develop, deploy, and manage REST APIs with easy-to-read and understand Python code. Solve your problem from a choice of libraries. Learn to use MySQL as the web services database for your Flask API using SQLAlchemy ORM. Building REST APIs with Flask provides a primer on Flask, RESTful services, and working with pip to set up your virtual environment. The key differences between NoSQL and SQL are covered, and you are taught how to connect MySQL and Flask using SQLAlchemy. Author Kunal Relan presents best practices for creating REST APIs and guides you in structuring your app and testing REST endpoints. He teaches you how to set up authentication and render HTML using views. You learn how to write unit tests for your REST APIs, and understand mocks, assertions, and integration testing. You will know how to document your REST APIs, deploy your Flask application on all of the major cloud platforms, and debug and monitor your Flask application. What You'll LearnUse MySQL to create Flask REST APIs Test REST endpoints Create CRUD endpoints with Flask and MySQL Deploy Flask on all of the major cloud platforms Monitor your Flask application Who This Book Is For Python developers interested in REST API development using Flask and web developers with basic programming knowledge who want to learn how Python and REST APIs work together. Readers should be familiar with Python (command line, or at least pip) and MySQL.

Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't beat a serious Go player, to defeating a world champion. Behind this progress is deep learning—a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications. About the Book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects. What's Inside Deep learning from first principles Setting up your own deep-learning environment Image-classification models Deep learning for text and sequences Neural style transfer, text generation, and image generation About the Reader Readers need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. About the Author François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others. Table of Contents PART 1 - FUNDAMENTALS OF DEEP LEARNING What is deep learning? Before we begin: the mathematical building blocks of neural networks Getting started with neural networks Fundamentals of machine learning PART 2 - DEEP LEARNING IN PRACTICE Deep learning for computer vision Deep learning for text and sequences Advanced deep-learning best practices Generative deep learning Conclusions appendix A - Installing Keras and its dependencies on Ubuntu appendix B - Running Jupyter notebooks on an EC2 GPU instance