Author: Barrett Williams
Publisher: Barrett Williams
ISBN:
Category : Computers
Languages : en
Pages : 130
Book Description
### 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.
The Freedom Blueprint for a Python Developer
Author: Barrett Williams
Publisher: Barrett Williams
ISBN:
Category : Computers
Languages : en
Pages : 130
Book Description
### 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.
Publisher: Barrett Williams
ISBN:
Category : Computers
Languages : en
Pages : 130
Book Description
### 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.
Blueprints for Text Analytics Using Python
Author: Jens Albrecht
Publisher: "O'Reilly Media, Inc."
ISBN: 1492074039
Category : Computers
Languages : en
Pages : 504
Book Description
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
Publisher: "O'Reilly Media, Inc."
ISBN: 1492074039
Category : Computers
Languages : en
Pages : 504
Book Description
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
The Young Money Blueprint
Author: Kim Domingo Reyes
Publisher: Zee Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 68
Book Description
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!
Publisher: Zee Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 68
Book Description
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!
Passive Income Freedom: 23 Passive Income Blueprints: Go Step-By-Step from Complete Beginner to $5,000-10,000/Mo in the Next 6 Months!
Author: Gundi Gabrielle
Publisher: Influencer Fast Track
ISBN: 9781793242129
Category : Business & Economics
Languages : en
Pages : 315
Book Description
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...:)
Publisher: Influencer Fast Track
ISBN: 9781793242129
Category : Business & Economics
Languages : en
Pages : 315
Book Description
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...:)
Flask Web Development
Author: Miguel Grinberg
Publisher: "O'Reilly Media, Inc."
ISBN: 1491991690
Category :
Languages : en
Pages : 301
Book Description
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
Publisher: "O'Reilly Media, Inc."
ISBN: 1491991690
Category :
Languages : en
Pages : 301
Book Description
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
Author: Alan C. Jackson
Publisher: Academic Press
ISBN: 0123972302
Category : Science
Languages : en
Pages : 732
Book Description
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
Publisher: Academic Press
ISBN: 0123972302
Category : Science
Languages : en
Pages : 732
Book Description
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
Jambudwipa, a Blueprint for a South Asian Community
Author: Venkata Siddharthacharry
Publisher:
ISBN:
Category : History
Languages : en
Pages : 482
Book Description
Publisher:
ISBN:
Category : History
Languages : en
Pages : 482
Book Description
The Complete Software Developer's Career Guide
Author: John Z. Sonmez
Publisher: Simple Programmer, LLC
ISBN: 9780999081419
Category : Computer programming
Languages : en
Pages : 796
Book Description
"Early in his software developer career, John Sonmez discovered that technical knowledge alone isn't enough to break through to the next income level - developers need "soft skills" like the ability to learn new technologies just in time, communicate clearly with management and consulting clients, negotiate a fair hourly rate, and unite teammates and coworkers in working toward a common goal. Today John helps more than 1.4 million programmers every year to increase their income by developing this unique blend of skills. Who Should Read This Book? Entry-Level Developers - This book will show you how to ensure you have the technical skills your future boss is looking for, create a resume that leaps off a hiring manager's desk, and escape the "no work experience" trap. Mid-Career Developers - You'll see how to find and fill in gaps in your technical knowledge, position yourself as the one team member your boss can't live without, and turn those dreaded annual reviews into chance to make an iron-clad case for your salary bump. Senior Developers - This book will show you how to become a specialist who can command above-market wages, how building a name for yourself can make opportunities come to you, and how to decide whether consulting or entrepreneurship are paths you should pursue. Brand New Developers - In this book you'll discover what it's like to be a professional software developer, how to go from "I know some code" to possessing the skills to work on a development team, how to speed along your learning by avoiding common beginner traps, and how to decide whether you should invest in a programming degree or 'bootcamp.'"--
Publisher: Simple Programmer, LLC
ISBN: 9780999081419
Category : Computer programming
Languages : en
Pages : 796
Book Description
"Early in his software developer career, John Sonmez discovered that technical knowledge alone isn't enough to break through to the next income level - developers need "soft skills" like the ability to learn new technologies just in time, communicate clearly with management and consulting clients, negotiate a fair hourly rate, and unite teammates and coworkers in working toward a common goal. Today John helps more than 1.4 million programmers every year to increase their income by developing this unique blend of skills. Who Should Read This Book? Entry-Level Developers - This book will show you how to ensure you have the technical skills your future boss is looking for, create a resume that leaps off a hiring manager's desk, and escape the "no work experience" trap. Mid-Career Developers - You'll see how to find and fill in gaps in your technical knowledge, position yourself as the one team member your boss can't live without, and turn those dreaded annual reviews into chance to make an iron-clad case for your salary bump. Senior Developers - This book will show you how to become a specialist who can command above-market wages, how building a name for yourself can make opportunities come to you, and how to decide whether consulting or entrepreneurship are paths you should pursue. Brand New Developers - In this book you'll discover what it's like to be a professional software developer, how to go from "I know some code" to possessing the skills to work on a development team, how to speed along your learning by avoiding common beginner traps, and how to decide whether you should invest in a programming degree or 'bootcamp.'"--
Grokking Algorithms
Author: Aditya Bhargava
Publisher: Simon and Schuster
ISBN: 1638353344
Category : Computers
Languages : en
Pages : 354
Book Description
"This book does the impossible: it makes math fun and easy!" - Sander Rossel, COAS Software Systems Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. Learning about algorithms doesn't have to be boring! Get a sneak peek at the fun, illustrated, and friendly examples you'll find in Grokking Algorithms on Manning Publications' YouTube channel. Continue your journey into the world of algorithms with Algorithms in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/algorithms-?in-motion). Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology An algorithm is nothing more than a step-by-step procedure for solving a problem. The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to understand them but refuse to slog through dense multipage proofs, this is the book for you. This fully illustrated and engaging guide makes it easy to learn how to use the most important algorithms effectively in your own programs. About the Book Grokking Algorithms is a friendly take on this core computer science topic. In it, you'll learn how to apply common algorithms to the practical programming problems you face every day. You'll start with tasks like sorting and searching. As you build up your skills, you'll tackle more complex problems like data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. By the end of this book, you will have mastered widely applicable algorithms as well as how and when to use them. What's Inside Covers search, sort, and graph algorithms Over 400 pictures with detailed walkthroughs Performance trade-offs between algorithms Python-based code samples About the Reader This easy-to-read, picture-heavy introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. About the Author Aditya Bhargava is a Software Engineer with a dual background in Computer Science and Fine Arts. He blogs on programming at adit.io. Table of Contents Introduction to algorithms Selection sort Recursion Quicksort Hash tables Breadth-first search Dijkstra's algorithm Greedy algorithms Dynamic programming K-nearest neighbors
Publisher: Simon and Schuster
ISBN: 1638353344
Category : Computers
Languages : en
Pages : 354
Book Description
"This book does the impossible: it makes math fun and easy!" - Sander Rossel, COAS Software Systems Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. Learning about algorithms doesn't have to be boring! Get a sneak peek at the fun, illustrated, and friendly examples you'll find in Grokking Algorithms on Manning Publications' YouTube channel. Continue your journey into the world of algorithms with Algorithms in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/algorithms-?in-motion). Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology An algorithm is nothing more than a step-by-step procedure for solving a problem. The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to understand them but refuse to slog through dense multipage proofs, this is the book for you. This fully illustrated and engaging guide makes it easy to learn how to use the most important algorithms effectively in your own programs. About the Book Grokking Algorithms is a friendly take on this core computer science topic. In it, you'll learn how to apply common algorithms to the practical programming problems you face every day. You'll start with tasks like sorting and searching. As you build up your skills, you'll tackle more complex problems like data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. By the end of this book, you will have mastered widely applicable algorithms as well as how and when to use them. What's Inside Covers search, sort, and graph algorithms Over 400 pictures with detailed walkthroughs Performance trade-offs between algorithms Python-based code samples About the Reader This easy-to-read, picture-heavy introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. About the Author Aditya Bhargava is a Software Engineer with a dual background in Computer Science and Fine Arts. He blogs on programming at adit.io. Table of Contents Introduction to algorithms Selection sort Recursion Quicksort Hash tables Breadth-first search Dijkstra's algorithm Greedy algorithms Dynamic programming K-nearest neighbors
Deep Learning with Python
Author: Francois Chollet
Publisher: Simon and Schuster
ISBN: 1638352046
Category : Computers
Languages : en
Pages : 597
Book Description
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
Publisher: Simon and Schuster
ISBN: 1638352046
Category : Computers
Languages : en
Pages : 597
Book Description
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