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Machine Learning and Data Science Blueprints for Finance

Author: Hariom Tatsat

Publisher: "O'Reilly Media, Inc."

Published: 2020-10-01

Total Pages: 432

ISBN-13: 1492073008

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Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You’ll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations

Book Synopsis Machine Learning and Data Science Blueprints for Finance by : Hariom Tatsat

Download or read book Machine Learning and Data Science Blueprints for Finance written by Hariom Tatsat and published by "O'Reilly Media, Inc.". This book was released on 2020-10-01 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You’ll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations

The Blueprint

Author: Douglas R. Conant

Publisher: John Wiley & Sons

Published: 2020-02-26

Total Pages: 368

ISBN-13: 1119560098

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A Wall Street Journal and Publishers Weekly Bestseller Lift your leadership to new heights Doug Conant, Founder of ConantLeadership, former CEO of Campbell Soup Company, and former President of Nabisco Foods, shares transformational insights in his new book, The Blueprint. Conant is the only former Fortune 500 CEO who is a New York Times bestselling author, a top 50 Leadership Innovator, a Top 100 Leadership Speaker, and a Top 100 Most Influential Author in the World. Get Unstuck In 1984, Doug Conant was fired without warning and with barely an explanation. He felt hopeless and stuck but, surprisingly, this defeating turn of events turned out to be the best thing that ever happened to him. Doug began to consider what might be holding him back from realizing his potential, fulfilling his dreams, and making a bigger impact on the world around him. Embarking on a journey of self-reflection and discovery, he forged a path to revolutionize his leadership and transform his career trajectory. Ultimately, Doug was able to condense his remarkable leadership story into six practical steps. It wasn't until Doug worked through these six steps that he was able to lift his leadership to heights that ultimately brought him career success, joy, and fulfillment. Reach High - Envision Dig Deep - Reflect Lay the Groundwork - Study Design - Plan Build - Practice Reinforce - Improve In The Blueprint, part leadership manifesto, part practical manual, Doug teaches leaders how to work through the same six steps that he used to transform his journey. The six steps are manageable and incremental, designed to fit practically within the pace of busy modern life. Knowing how daunting the prospect of change can be, Doug arms readers with exercises and practices to realistically bring their foundation to life in every situation. Now, today’s leaders who feel stuck and overwhelmed finally have a blueprint for lifting their leadership to make meaningful change in their organizations and in the world.

Book Synopsis The Blueprint by : Douglas R. Conant

Download or read book The Blueprint written by Douglas R. Conant and published by John Wiley & Sons. This book was released on 2020-02-26 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Wall Street Journal and Publishers Weekly Bestseller Lift your leadership to new heights Doug Conant, Founder of ConantLeadership, former CEO of Campbell Soup Company, and former President of Nabisco Foods, shares transformational insights in his new book, The Blueprint. Conant is the only former Fortune 500 CEO who is a New York Times bestselling author, a top 50 Leadership Innovator, a Top 100 Leadership Speaker, and a Top 100 Most Influential Author in the World. Get Unstuck In 1984, Doug Conant was fired without warning and with barely an explanation. He felt hopeless and stuck but, surprisingly, this defeating turn of events turned out to be the best thing that ever happened to him. Doug began to consider what might be holding him back from realizing his potential, fulfilling his dreams, and making a bigger impact on the world around him. Embarking on a journey of self-reflection and discovery, he forged a path to revolutionize his leadership and transform his career trajectory. Ultimately, Doug was able to condense his remarkable leadership story into six practical steps. It wasn't until Doug worked through these six steps that he was able to lift his leadership to heights that ultimately brought him career success, joy, and fulfillment. Reach High - Envision Dig Deep - Reflect Lay the Groundwork - Study Design - Plan Build - Practice Reinforce - Improve In The Blueprint, part leadership manifesto, part practical manual, Doug teaches leaders how to work through the same six steps that he used to transform his journey. The six steps are manageable and incremental, designed to fit practically within the pace of busy modern life. Knowing how daunting the prospect of change can be, Doug arms readers with exercises and practices to realistically bring their foundation to life in every situation. Now, today’s leaders who feel stuck and overwhelmed finally have a blueprint for lifting their leadership to make meaningful change in their organizations and in the world.

Culture Blueprint

Author: Robert Richman

Publisher:

Published: 2014-09-01

Total Pages:

ISBN-13: 9780692274774

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Book Synopsis Culture Blueprint by : Robert Richman

Download or read book Culture Blueprint written by Robert Richman and published by . This book was released on 2014-09-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Inspiration Blueprint

Author: BarbieTheWelder

Publisher:

Published: 2018-05-23

Total Pages: 74

ISBN-13: 9780692124949

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Using my unique experiences as I went from being on welfare to becoming a world renowned metal sculptor I share with you step by step how I designed my perfect life by creating a picture, an Inspiration Blueprint, and how you too can create yours and live your most inspired life!

Book Synopsis The Inspiration Blueprint by : BarbieTheWelder

Download or read book The Inspiration Blueprint written by BarbieTheWelder and published by . This book was released on 2018-05-23 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using my unique experiences as I went from being on welfare to becoming a world renowned metal sculptor I share with you step by step how I designed my perfect life by creating a picture, an Inspiration Blueprint, and how you too can create yours and live your most inspired life!

Basic Blueprint Reading

Author: Ric Costin

Publisher:

Published: 2019

Total Pages:

ISBN-13:

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Book Synopsis Basic Blueprint Reading by : Ric Costin

Download or read book Basic Blueprint Reading written by Ric Costin and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

YouTube Blueprint For Beginners

Author: Brandon's Business Guides

Publisher:

Published: 2021-03-23

Total Pages: 306

ISBN-13: 9781801340977

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Discover How You Can Rapidly Grow Your YouTube Channel Even If You've NEVER Created A Video Before & Have Extreme Camera Anxiety! Do you want to create your own YouTube channel? Do you want to create videos you are truly passionate about & excited to create? Do you want to build a thriving online business and earn Passive Income doing what you love? YouTube has radically changed the way we consume media, and has opened up a never before seen avenue for Entrepreneurs & Creators to connect directly with their fans and customers through the medium of Video. (Not to mention the power of YouTube advertising for the Business owners out there!) And, there's no reason you can't become the next YouTube success story. We have made it our mission to provide the exact practical blueprint to go from zero subscribers to rapid YouTube success & teach you how to utilize YouTube for more than just entertainment...(Although we love to use it for that too!) Inside, you'll discover the fundamentals you need to become a successful Video Creator & Influencer no matter what time, day or year you are reading this, these fundamentals are key! Are you ready to take the leap? Here's a tiny preview of what you'll discover: - 3 Easy 'Hacks' You Can Start Using Today To CRUSH Your Camera Anxiety Once And For All - 5 Almost Unknown Income Streams You Can Develop Just By Growing Your Channel And Audience (They Even Surprised Me!) - Want Viral Video Ideas? How To Uncover A Goldmine Of Ideas, No Matter What Is Trending Or Who Is Famous! - How To Maximize Your Channel's Chances Of Activating The 'Snowball Growth Effect' - How This One Trick Could Increase Your Average View Count As Much as 20%! - 3 Simple Things You Can Start Doing Today To Create An Engaged Audience & Increase Engagement Rapidly - 7 Steps To Going Beyond Gaining Just Subscribers And Truly Gaining 'Loyal Fans' Who Love You And Your Content! And that is barely scratching the surface! So, If You Want The Easy To Follow Blueprint To Sustainable & Lasting YouTube Success Then Scroll Up And Click "Add To Cart."

Book Synopsis YouTube Blueprint For Beginners by : Brandon's Business Guides

Download or read book YouTube Blueprint For Beginners written by Brandon's Business Guides and published by . This book was released on 2021-03-23 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover How You Can Rapidly Grow Your YouTube Channel Even If You've NEVER Created A Video Before & Have Extreme Camera Anxiety! Do you want to create your own YouTube channel? Do you want to create videos you are truly passionate about & excited to create? Do you want to build a thriving online business and earn Passive Income doing what you love? YouTube has radically changed the way we consume media, and has opened up a never before seen avenue for Entrepreneurs & Creators to connect directly with their fans and customers through the medium of Video. (Not to mention the power of YouTube advertising for the Business owners out there!) And, there's no reason you can't become the next YouTube success story. We have made it our mission to provide the exact practical blueprint to go from zero subscribers to rapid YouTube success & teach you how to utilize YouTube for more than just entertainment...(Although we love to use it for that too!) Inside, you'll discover the fundamentals you need to become a successful Video Creator & Influencer no matter what time, day or year you are reading this, these fundamentals are key! Are you ready to take the leap? Here's a tiny preview of what you'll discover: - 3 Easy 'Hacks' You Can Start Using Today To CRUSH Your Camera Anxiety Once And For All - 5 Almost Unknown Income Streams You Can Develop Just By Growing Your Channel And Audience (They Even Surprised Me!) - Want Viral Video Ideas? How To Uncover A Goldmine Of Ideas, No Matter What Is Trending Or Who Is Famous! - How To Maximize Your Channel's Chances Of Activating The 'Snowball Growth Effect' - How This One Trick Could Increase Your Average View Count As Much as 20%! - 3 Simple Things You Can Start Doing Today To Create An Engaged Audience & Increase Engagement Rapidly - 7 Steps To Going Beyond Gaining Just Subscribers And Truly Gaining 'Loyal Fans' Who Love You And Your Content! And that is barely scratching the surface! So, If You Want The Easy To Follow Blueprint To Sustainable & Lasting YouTube Success Then Scroll Up And Click "Add To Cart."

YouTube Channels For Dummies

Author: Rob Ciampa

Publisher: John Wiley & Sons

Published: 2020-09-01

Total Pages: 404

ISBN-13: 1119688051

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Create a YouTube channel that draws subscribers with top-notch content YouTube has the eyes and ears of two billion monthly users. YouTube Channels for Dummies, 2nd Edition offers proven steps to attracting a chunk of those billions to your personal or business channel. This updated guide offers insight from a quartet of YouTube channel content creators, managers, marketers, and analysts as they share the secrets of creating great content, building an audience, and interacting with your viewers. The book includes information on: · Setting up a channel · Creating videos that attract viewers · Putting together a video studio · Editing your final product · Reaching your target audience · Interacting with your fans · Building a profitable business · Tips on copyright law Written for both the budding YouTube creator and the business professional seeking to boost their company’s profile on the popular social networking site, YouTube Channels for Dummies allows its readers to access the over two billion active YouTube users who log on each day. Learn how to create a channel, build a YouTube following, and get insight on content creation, planning, and marketing from established YouTube creators.

Book Synopsis YouTube Channels For Dummies by : Rob Ciampa

Download or read book YouTube Channels For Dummies written by Rob Ciampa and published by John Wiley & Sons. This book was released on 2020-09-01 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create a YouTube channel that draws subscribers with top-notch content YouTube has the eyes and ears of two billion monthly users. YouTube Channels for Dummies, 2nd Edition offers proven steps to attracting a chunk of those billions to your personal or business channel. This updated guide offers insight from a quartet of YouTube channel content creators, managers, marketers, and analysts as they share the secrets of creating great content, building an audience, and interacting with your viewers. The book includes information on: · Setting up a channel · Creating videos that attract viewers · Putting together a video studio · Editing your final product · Reaching your target audience · Interacting with your fans · Building a profitable business · Tips on copyright law Written for both the budding YouTube creator and the business professional seeking to boost their company’s profile on the popular social networking site, YouTube Channels for Dummies allows its readers to access the over two billion active YouTube users who log on each day. Learn how to create a channel, build a YouTube following, and get insight on content creation, planning, and marketing from established YouTube creators.

Make Money From Faceless YouTube Automation MRR By Khaled Baoween

Author: Khaled Baoween

Publisher: Khaled Baoween

Published: 2024-04-17

Total Pages: 87

ISBN-13:

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"Faceless YouTube Automation MRR" appears to refer to a concept or a business model related to generating Monthly Recurring Revenue (MRR) through automated YouTube content creation or management without revealing the creator's identity or showing their face on the platform. This could involve various strategies such as: Automated Content Creation: Using software or algorithms to generate and upload videos automatically based on certain criteria like trending topics, keywords, or specific niches. Content Curation: Curating existing videos from other creators or sources and compiling them into thematic playlists or channels. Monetization Strategies: Implementing various monetization methods such as ads, sponsorships, affiliate marketing, or selling digital products/services related to the content niche. SEO and Marketing Automation: Leveraging automation tools for search engine optimization (SEO), social media marketing, and audience engagement to drive traffic and increase visibility. Outsourcing and Delegation: Hiring freelancers or virtual assistants to handle different aspects of content creation, management, and promotion. The term "faceless" suggests that the creator prefers to remain anonymous or undisclosed, possibly to avoid personal branding or to maintain privacy. This approach allows focusing solely on the content and its profitability without associating it with a specific individual. MRR, or Monthly Recurring Revenue, is a key metric for subscription-based businesses, indicating the predictable revenue generated from subscriptions or recurring payments on a monthly basis. In the context of YouTube, it could refer to the consistent revenue generated from ad monetization, memberships, or other recurring sources. Combining automation with YouTube content creation can streamline processes, scale operations, and potentially generate passive income over time. However, it's essential to adhere to YouTube's policies and guidelines to ensure compliance and avoid penalties such as demonetization or account suspension.

Book Synopsis Make Money From Faceless YouTube Automation MRR By Khaled Baoween by : Khaled Baoween

Download or read book Make Money From Faceless YouTube Automation MRR By Khaled Baoween written by Khaled Baoween and published by Khaled Baoween. This book was released on 2024-04-17 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Faceless YouTube Automation MRR" appears to refer to a concept or a business model related to generating Monthly Recurring Revenue (MRR) through automated YouTube content creation or management without revealing the creator's identity or showing their face on the platform. This could involve various strategies such as: Automated Content Creation: Using software or algorithms to generate and upload videos automatically based on certain criteria like trending topics, keywords, or specific niches. Content Curation: Curating existing videos from other creators or sources and compiling them into thematic playlists or channels. Monetization Strategies: Implementing various monetization methods such as ads, sponsorships, affiliate marketing, or selling digital products/services related to the content niche. SEO and Marketing Automation: Leveraging automation tools for search engine optimization (SEO), social media marketing, and audience engagement to drive traffic and increase visibility. Outsourcing and Delegation: Hiring freelancers or virtual assistants to handle different aspects of content creation, management, and promotion. The term "faceless" suggests that the creator prefers to remain anonymous or undisclosed, possibly to avoid personal branding or to maintain privacy. This approach allows focusing solely on the content and its profitability without associating it with a specific individual. MRR, or Monthly Recurring Revenue, is a key metric for subscription-based businesses, indicating the predictable revenue generated from subscriptions or recurring payments on a monthly basis. In the context of YouTube, it could refer to the consistent revenue generated from ad monetization, memberships, or other recurring sources. Combining automation with YouTube content creation can streamline processes, scale operations, and potentially generate passive income over time. However, it's essential to adhere to YouTube's policies and guidelines to ensure compliance and avoid penalties such as demonetization or account suspension.

Youtube Celebrity

Author: Patty Feed

Publisher: Federico Calafati

Published: 2017-09-08

Total Pages: 131

ISBN-13: 8822897358

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In this ebook you will learn how to master Youtube and become a successful businessman thanks to it. In this book you will find out how to: Increase your views on Youtube Make a strategy for your youtube marketing How to begin a youtube optimization process How to start with youtube if you don't know much about it How to start your own business thanks to Youtube Buy the book now, and you will finally understand more of the tube! "I loved this book because it's very simple, but it helped me to understand better how the mechanics of youtube work, expecially when it comes to marketing. I understood how to optimize my account, and how to increase the numbers of my youtube books. I advise it if you want to become a youtube celebrity" Mike Hall youtube marketing, youtube optimization, youtube for dummies, youtube business, youtube book, celebrity, youtube ebook

Book Synopsis Youtube Celebrity by : Patty Feed

Download or read book Youtube Celebrity written by Patty Feed and published by Federico Calafati. This book was released on 2017-09-08 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this ebook you will learn how to master Youtube and become a successful businessman thanks to it. In this book you will find out how to: Increase your views on Youtube Make a strategy for your youtube marketing How to begin a youtube optimization process How to start with youtube if you don't know much about it How to start your own business thanks to Youtube Buy the book now, and you will finally understand more of the tube! "I loved this book because it's very simple, but it helped me to understand better how the mechanics of youtube work, expecially when it comes to marketing. I understood how to optimize my account, and how to increase the numbers of my youtube books. I advise it if you want to become a youtube celebrity" Mike Hall youtube marketing, youtube optimization, youtube for dummies, youtube business, youtube book, celebrity, youtube ebook

Mastering Flask Web Development

Author: Daniel Gaspar

Publisher: Packt Publishing Ltd

Published: 2018-10-31

Total Pages: 332

ISBN-13: 178899955X

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Learn to build modern, secure, highly available web MVC applications and API’s using Python`s Flask framework. Key FeaturesCreate production-ready MVC and REST API with the dynamic features of FlaskUtilize the various extensions like Flask-JWT and Flask-SQLAlchemy to develop powerful applicationsDeploy your flask application on real-world platforms like AWS and Heroku on VM’s or Docker containersBook Description Flask is a popular Python framework known for its lightweight and modular design. Mastering Flask Web Development will take you on a complete tour of the Flask environment and teach you how to build a production-ready application. You'll begin by learning about the installation of Flask and basic concepts such as MVC and accessing a database using an ORM. You will learn how to structure your application so that it can scale to any size with the help of Flask Blueprints. You'll then learn how to use Jinja2 templates with a high level of expertise. You will also learn how to develop with SQL or NoSQL databases, and how to develop REST APIs and JWT authentication. Next, you'll move on to build role-based access security and authentication using LDAP, OAuth, OpenID, and database. Also learn how to create asynchronous tasks that can scale to any load using Celery and RabbitMQ or Redis. You will also be introduced to a wide range of Flask extensions to leverage technologies such as cache, localization, and debugging. You will learn how to build your own Flask extensions, how to write tests, and how to get test coverage reports. Finally, you will learn how to deploy your application on Heroku and AWS using various technologies, such as Docker, CloudFormation, and Elastic Beanstalk, and will also learn how to develop Jenkins pipelines to build, test, and deploy applications. What you will learnDevelop a Flask extension using best practicesImplement various authentication methods: LDAP, JWT, Database, OAuth, and OpenIDLearn how to develop role-based access security and become an expert on Jinja2 templatesBuild tests for your applications and APIsInstall and configure a distributed task queue using Celery and RabbitMQDevelop RESTful APIs and secure REST API'sDeploy highly available applications that scale on Heroku and AWS using Docker or VMsWho this book is for The ideal target audience for this book would be Python developers who want to use Flask and its advanced features to create Enterprise grade and lightweight applications. The book is for those who have some exposure of Flask and want to take it from introductory to master level.

Book Synopsis Mastering Flask Web Development by : Daniel Gaspar

Download or read book Mastering Flask Web Development written by Daniel Gaspar and published by Packt Publishing Ltd. This book was released on 2018-10-31 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to build modern, secure, highly available web MVC applications and API’s using Python`s Flask framework. Key FeaturesCreate production-ready MVC and REST API with the dynamic features of FlaskUtilize the various extensions like Flask-JWT and Flask-SQLAlchemy to develop powerful applicationsDeploy your flask application on real-world platforms like AWS and Heroku on VM’s or Docker containersBook Description Flask is a popular Python framework known for its lightweight and modular design. Mastering Flask Web Development will take you on a complete tour of the Flask environment and teach you how to build a production-ready application. You'll begin by learning about the installation of Flask and basic concepts such as MVC and accessing a database using an ORM. You will learn how to structure your application so that it can scale to any size with the help of Flask Blueprints. You'll then learn how to use Jinja2 templates with a high level of expertise. You will also learn how to develop with SQL or NoSQL databases, and how to develop REST APIs and JWT authentication. Next, you'll move on to build role-based access security and authentication using LDAP, OAuth, OpenID, and database. Also learn how to create asynchronous tasks that can scale to any load using Celery and RabbitMQ or Redis. You will also be introduced to a wide range of Flask extensions to leverage technologies such as cache, localization, and debugging. You will learn how to build your own Flask extensions, how to write tests, and how to get test coverage reports. Finally, you will learn how to deploy your application on Heroku and AWS using various technologies, such as Docker, CloudFormation, and Elastic Beanstalk, and will also learn how to develop Jenkins pipelines to build, test, and deploy applications. What you will learnDevelop a Flask extension using best practicesImplement various authentication methods: LDAP, JWT, Database, OAuth, and OpenIDLearn how to develop role-based access security and become an expert on Jinja2 templatesBuild tests for your applications and APIsInstall and configure a distributed task queue using Celery and RabbitMQDevelop RESTful APIs and secure REST API'sDeploy highly available applications that scale on Heroku and AWS using Docker or VMsWho this book is for The ideal target audience for this book would be Python developers who want to use Flask and its advanced features to create Enterprise grade and lightweight applications. The book is for those who have some exposure of Flask and want to take it from introductory to master level.