Beginner's Guide to Streamlit with Python

Beginner's Guide to Streamlit with Python

Author: Sujay Raghavendra

Publisher: Apress

Published: 2022-12-17

Total Pages: 0

ISBN-13: 9781484289822

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This book will teach you the basics of Streamlit, a Python-based application framework used to build interactive dashboards and machine learning web apps. Streamlit reduces development time for web-based application prototypes of data and machine learning models. As you’ll see, Streamlit helps develop data-enhanced analytics, build dynamic user experiences, and showcases data for data science and machine learning models. Beginner's Guide to Streamlit with Python begins with the basics of Streamlit by demonstrating how to build a basic application and advances to visualization techniques and their features. Next, it covers the various aspects of a typical Streamlit web application, and explains how to manage flow control and status elements. You’ll also explore performance optimization techniques necessary for data modules in a Streamlit application. Following this, you’ll see how to deploy Streamlit applications on various platforms. The book concludes with a few prototype natural language processing apps with computer vision implemented using Streamlit. After reading this book, you will understand the concepts, functionalities, and performance of Streamlit, and be able to develop dynamic Streamlit web-based data and machine learning applications of your own. What You Will Learn How to start developing web applications using Streamlit What are Streamlit's components Media elements in Streamlit How to visualize data using various interactive and dynamic Python libraries How to implement models in Streamlit web applications Who This Book Is ForProfessionals working in data science and machine learning domains who want to showcase and deploy their work in a web application with no prior knowledge of web development.


Book Synopsis Beginner's Guide to Streamlit with Python by : Sujay Raghavendra

Download or read book Beginner's Guide to Streamlit with Python written by Sujay Raghavendra and published by Apress. This book was released on 2022-12-17 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will teach you the basics of Streamlit, a Python-based application framework used to build interactive dashboards and machine learning web apps. Streamlit reduces development time for web-based application prototypes of data and machine learning models. As you’ll see, Streamlit helps develop data-enhanced analytics, build dynamic user experiences, and showcases data for data science and machine learning models. Beginner's Guide to Streamlit with Python begins with the basics of Streamlit by demonstrating how to build a basic application and advances to visualization techniques and their features. Next, it covers the various aspects of a typical Streamlit web application, and explains how to manage flow control and status elements. You’ll also explore performance optimization techniques necessary for data modules in a Streamlit application. Following this, you’ll see how to deploy Streamlit applications on various platforms. The book concludes with a few prototype natural language processing apps with computer vision implemented using Streamlit. After reading this book, you will understand the concepts, functionalities, and performance of Streamlit, and be able to develop dynamic Streamlit web-based data and machine learning applications of your own. What You Will Learn How to start developing web applications using Streamlit What are Streamlit's components Media elements in Streamlit How to visualize data using various interactive and dynamic Python libraries How to implement models in Streamlit web applications Who This Book Is ForProfessionals working in data science and machine learning domains who want to showcase and deploy their work in a web application with no prior knowledge of web development.

Python

Python

Author: Charlie Masterson

Publisher: E.C. Publishing via PublishDrive

Published: 2017-11-17

Total Pages: 81

ISBN-13:

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Learn Python programming today and begin your path towards Python programming mastery! In this Definitive Python Guide, you’re about to discover... How to program code in Python through learning the core essentials that every Python programmer must know. Python is a very popular programming language, and there are a great many books on the market concerning it. We cut to the chase and tell you why you should get this one: Here is a Preview of What You'll Learn... Essentials of Python programming. Quickly pick up the language and start applying the concepts to any code that you write Major facets of Python programming - including concepts you can apply to *any* language Various mechanics of Python programming: control flow, variables, lists/dictionaries, and classes – and why learning these core principles are important to Python programming success Object-oriented programming, its influence to today’s popular computer languages, and why it matters ... And much, much more! Added Benefits of owning this book: Get a better understanding of the Python programming language Learn the basic essentials of Python in order to gain the confidence to tackle more complex topics Gain the critical steps in your path towards Python programming mastery By implementing the lessons in this book, not only would you learn one of today’s popular computer languages, but it will serve as your guide in accomplishing all your Python goals – whether as a fun hobby or as a starting point into a successful and long term programming career. Take action today and get this book now to reach your Python programming goals.


Book Synopsis Python by : Charlie Masterson

Download or read book Python written by Charlie Masterson and published by E.C. Publishing via PublishDrive. This book was released on 2017-11-17 with total page 81 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn Python programming today and begin your path towards Python programming mastery! In this Definitive Python Guide, you’re about to discover... How to program code in Python through learning the core essentials that every Python programmer must know. Python is a very popular programming language, and there are a great many books on the market concerning it. We cut to the chase and tell you why you should get this one: Here is a Preview of What You'll Learn... Essentials of Python programming. Quickly pick up the language and start applying the concepts to any code that you write Major facets of Python programming - including concepts you can apply to *any* language Various mechanics of Python programming: control flow, variables, lists/dictionaries, and classes – and why learning these core principles are important to Python programming success Object-oriented programming, its influence to today’s popular computer languages, and why it matters ... And much, much more! Added Benefits of owning this book: Get a better understanding of the Python programming language Learn the basic essentials of Python in order to gain the confidence to tackle more complex topics Gain the critical steps in your path towards Python programming mastery By implementing the lessons in this book, not only would you learn one of today’s popular computer languages, but it will serve as your guide in accomplishing all your Python goals – whether as a fun hobby or as a starting point into a successful and long term programming career. Take action today and get this book now to reach your Python programming goals.

Python for Beginners

Python for Beginners

Author: Hacktech Academy

Publisher: Hacktech Academy

Published: 2021-03-16

Total Pages: 112

ISBN-13: 9781802350326

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⭐️ 55% OFF for Bookstores! NOW at $ 24,95 instead of $ 38,70 ⭐️ Are you new to software development? Are you curious about learning what artificial intelligence is?Do you want to master the Phyton programming language? Well, this book is your best choice! Learning to code is essential to keep up with the times, increasing the opportunities that life has to offer you. Whether you are a tech enthusiast, enterprising student, or entrepreneur, if you choose to learn Python you are making the right and winning choice. Web development? Artificial intelligence? Automation and IoT? Python is all of this and more! Did you know that Python is one of the languages behind extremely popular services and websites like Instagram, YouTube, Reddit, and Mozilla? In this book, you will: Clearly and Easily Understand What Python Is and How It Works, starting from the instructions to correctly install it on your PC to show you how it runs and works. Discover Secret Tips and Tricks to Get Started with Python for Beginners to enhance your skills and help you with daily data science tasks. If you want to make your Python coding more efficient, do not miss these tips/tricks! Learn the Best Machine Learning Algorithms for Beginners with Coding Samples in Python; it is excellent for algorithmic design, as it is used extensively in data science and machine learning technologies. Learn How Python Makes Decisions to Control Flow in Programming. It is crucial to control the program execution because, in real scenarios, the situations are full of conditions, and if you want your program to mimic the real world closer, then you need to transform those real-world situations into your program. ... & Lot More! Your Customers will never stop using this book. Python was designed not only to be simple to understand but also fun to use. You can create prototypes and mini-programs very quickly, to immediately experience real satisfaction. It is thanks to this simplicity that it has gained not only a great deal of popularity but also a reputation as an "easy to learn language". You have only to click on the BUY NOW button Order Your Copy Now to Make Your Customer Starting Coding like a PRO!


Book Synopsis Python for Beginners by : Hacktech Academy

Download or read book Python for Beginners written by Hacktech Academy and published by Hacktech Academy. This book was released on 2021-03-16 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: ⭐️ 55% OFF for Bookstores! NOW at $ 24,95 instead of $ 38,70 ⭐️ Are you new to software development? Are you curious about learning what artificial intelligence is?Do you want to master the Phyton programming language? Well, this book is your best choice! Learning to code is essential to keep up with the times, increasing the opportunities that life has to offer you. Whether you are a tech enthusiast, enterprising student, or entrepreneur, if you choose to learn Python you are making the right and winning choice. Web development? Artificial intelligence? Automation and IoT? Python is all of this and more! Did you know that Python is one of the languages behind extremely popular services and websites like Instagram, YouTube, Reddit, and Mozilla? In this book, you will: Clearly and Easily Understand What Python Is and How It Works, starting from the instructions to correctly install it on your PC to show you how it runs and works. Discover Secret Tips and Tricks to Get Started with Python for Beginners to enhance your skills and help you with daily data science tasks. If you want to make your Python coding more efficient, do not miss these tips/tricks! Learn the Best Machine Learning Algorithms for Beginners with Coding Samples in Python; it is excellent for algorithmic design, as it is used extensively in data science and machine learning technologies. Learn How Python Makes Decisions to Control Flow in Programming. It is crucial to control the program execution because, in real scenarios, the situations are full of conditions, and if you want your program to mimic the real world closer, then you need to transform those real-world situations into your program. ... & Lot More! Your Customers will never stop using this book. Python was designed not only to be simple to understand but also fun to use. You can create prototypes and mini-programs very quickly, to immediately experience real satisfaction. It is thanks to this simplicity that it has gained not only a great deal of popularity but also a reputation as an "easy to learn language". You have only to click on the BUY NOW button Order Your Copy Now to Make Your Customer Starting Coding like a PRO!

Python Programming

Python Programming

Author: John Russel

Publisher:

Published: 2019-11-15

Total Pages: 144

ISBN-13: 9781708721305

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Unsure where to get started with coding? Worried that learning a coding language will be too hard? Or do you want to learn the easiest programming language? Learning how to start with a new coding language is not always as easy as it may seem, and some beginners are worried that working in this kind of language is going to be difficult and they give up before trying. Maybe you have heard horror stories from those who tried to coding in the past, and nothing worked. The truth is... Python does work, and it is as simple as it seems! Python Programming is going to take the time to teach you, whether you are a total beginner or have worked with some coding in the past, how to handle the Python language and how to make it work for your needs. We will look not only at what this language is but give you some practical examples that can help you to start coding in this language in no time. DOWNLOAD: Python Programming -- The Ultimate Beginner's Guide to Python Language Fundamentals You will learn: Why Python is Considered One of the Best Languages to Learn as a Beginner Step-by-Step Instructions to Download & Install Python language on Windows, Mac, and Linux 5 Common Mistakes to Avoid when You Start Coding Basics of Python Programming that Will Allow You to Write your First Program in No Time How to Handle Strings, Operators, Conditional Statements The One Thing You Need to Debug your Codes in Python Practical Exercises to Quickly Get Practice Simple Strategies to Write Clean, Understandable and Flexible Code With the help of Python Programming, you will be able to learn more about how coding in this language works, and how even someone with no coding experience can make it work. Keep in mind that you can never compare a well-structured guide, with free online resources like Youtube videos and Blogs (mostly out-dated). Whether you're completely new to programming or you are looking for a new language to expand your skills, you will find this book an invaluable tool for starting and mastering programming in Python. Would You Like to Know More? Download Now to Master Python Programming! Scroll up and click "BUY NOW with 1-Click" to get your copy now!


Book Synopsis Python Programming by : John Russel

Download or read book Python Programming written by John Russel and published by . This book was released on 2019-11-15 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unsure where to get started with coding? Worried that learning a coding language will be too hard? Or do you want to learn the easiest programming language? Learning how to start with a new coding language is not always as easy as it may seem, and some beginners are worried that working in this kind of language is going to be difficult and they give up before trying. Maybe you have heard horror stories from those who tried to coding in the past, and nothing worked. The truth is... Python does work, and it is as simple as it seems! Python Programming is going to take the time to teach you, whether you are a total beginner or have worked with some coding in the past, how to handle the Python language and how to make it work for your needs. We will look not only at what this language is but give you some practical examples that can help you to start coding in this language in no time. DOWNLOAD: Python Programming -- The Ultimate Beginner's Guide to Python Language Fundamentals You will learn: Why Python is Considered One of the Best Languages to Learn as a Beginner Step-by-Step Instructions to Download & Install Python language on Windows, Mac, and Linux 5 Common Mistakes to Avoid when You Start Coding Basics of Python Programming that Will Allow You to Write your First Program in No Time How to Handle Strings, Operators, Conditional Statements The One Thing You Need to Debug your Codes in Python Practical Exercises to Quickly Get Practice Simple Strategies to Write Clean, Understandable and Flexible Code With the help of Python Programming, you will be able to learn more about how coding in this language works, and how even someone with no coding experience can make it work. Keep in mind that you can never compare a well-structured guide, with free online resources like Youtube videos and Blogs (mostly out-dated). Whether you're completely new to programming or you are looking for a new language to expand your skills, you will find this book an invaluable tool for starting and mastering programming in Python. Would You Like to Know More? Download Now to Master Python Programming! Scroll up and click "BUY NOW with 1-Click" to get your copy now!

Python Programming: The Ultimate Beginner's Guide to Learn Python Step by Step

Python Programming: The Ultimate Beginner's Guide to Learn Python Step by Step

Author: Ryan Turner

Publisher: Independently Published

Published: 2018-10-02

Total Pages: 88

ISBN-13: 9781726615174

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If you're looking for a complete beginners guide to the programming language python, without resorting to an outside programmer, then keep reading... Here's the deal. You've decided that one of the most in-demand skills is the best place to start when making money. However, learning how to code can be a very long and arduous process. However not learning it and hiring a programmer can be very expensive. You may want to build an app or code a website but the costs have always been too high, making it pointless and not very cost effective. Sound familiar? If it does, then the information inside this book is your answer. You will be given the tips and tricks to get up and running with python, the solid programming language used in hundreds of industries around the world. This information allows you to become skilled much faster. Imagine cutting months off of your learning curve and get a strong base of knowledge in no time at all. Imagine getting your project done yourself for a fraction of the cost. This is what this book can do for you. This is not some phony information written by amateurs, this isn't just a brief insight into python giving you basic knowledge. This is detailed, scientific information compiled together by experts in an easy to read fashion. In this Python guide, you will discover: *The benefits of python*How to get up and running with python*Full instructions of how to code*How to make predictions with algorithms*Real world examples of Python*The 3 different examples of coding...and so much more! If you want to learn more about how to get the best Python training without the boring and soul-destroying mistakes, then simply click the buy now button on this page to get started.


Book Synopsis Python Programming: The Ultimate Beginner's Guide to Learn Python Step by Step by : Ryan Turner

Download or read book Python Programming: The Ultimate Beginner's Guide to Learn Python Step by Step written by Ryan Turner and published by Independently Published. This book was released on 2018-10-02 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you're looking for a complete beginners guide to the programming language python, without resorting to an outside programmer, then keep reading... Here's the deal. You've decided that one of the most in-demand skills is the best place to start when making money. However, learning how to code can be a very long and arduous process. However not learning it and hiring a programmer can be very expensive. You may want to build an app or code a website but the costs have always been too high, making it pointless and not very cost effective. Sound familiar? If it does, then the information inside this book is your answer. You will be given the tips and tricks to get up and running with python, the solid programming language used in hundreds of industries around the world. This information allows you to become skilled much faster. Imagine cutting months off of your learning curve and get a strong base of knowledge in no time at all. Imagine getting your project done yourself for a fraction of the cost. This is what this book can do for you. This is not some phony information written by amateurs, this isn't just a brief insight into python giving you basic knowledge. This is detailed, scientific information compiled together by experts in an easy to read fashion. In this Python guide, you will discover: *The benefits of python*How to get up and running with python*Full instructions of how to code*How to make predictions with algorithms*Real world examples of Python*The 3 different examples of coding...and so much more! If you want to learn more about how to get the best Python training without the boring and soul-destroying mistakes, then simply click the buy now button on this page to get started.

Python for Beginners

Python for Beginners

Author: Denny Novikov

Publisher:

Published: 2020-10-18

Total Pages: 242

ISBN-13: 9781801132572

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Do you want to stop worrying about writing your own codes to create a strong program? Are you feeling overwhelmed about spending hours over a book and just getting confused again and again? If you want to learn the easiest way to deal with Python programming language, then keep reading... Every day, lots of programmers ask themselves how they can learn to understand coding and programming in a better way. This guidebook is going to look at the Python coding language and to all the things that you are able to do with this along the way. I will explain all the technical basics starting from procedural programming, using functions, to object-oriented programming including features such as single and multiple inheritances, operator overloading and much more. In this book, you will learn: - Indentation - Procedural programming - Variables, Strings, Numbers, Logical Operators - Tuple, List, Set, Dictionary - Conditional Instructions - Functions in Python - Object-Oriented Programming - Objects, Classes - And Much more... This is a beginner's guide so I am going to cover all the basics you need to get started with Python programming. If you are already experienced in Python coding this guidebook will help you to review all the basics in a best and specific technical way! Python is widely seen by industry experts as a great first programming language when learning to code. There are a variety of jobs that one can get focusing exclusively on Python development. Do you want to be a part of the Python programmers community? If so, get started today scroll to the top, and click "BUY NOW"


Book Synopsis Python for Beginners by : Denny Novikov

Download or read book Python for Beginners written by Denny Novikov and published by . This book was released on 2020-10-18 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you want to stop worrying about writing your own codes to create a strong program? Are you feeling overwhelmed about spending hours over a book and just getting confused again and again? If you want to learn the easiest way to deal with Python programming language, then keep reading... Every day, lots of programmers ask themselves how they can learn to understand coding and programming in a better way. This guidebook is going to look at the Python coding language and to all the things that you are able to do with this along the way. I will explain all the technical basics starting from procedural programming, using functions, to object-oriented programming including features such as single and multiple inheritances, operator overloading and much more. In this book, you will learn: - Indentation - Procedural programming - Variables, Strings, Numbers, Logical Operators - Tuple, List, Set, Dictionary - Conditional Instructions - Functions in Python - Object-Oriented Programming - Objects, Classes - And Much more... This is a beginner's guide so I am going to cover all the basics you need to get started with Python programming. If you are already experienced in Python coding this guidebook will help you to review all the basics in a best and specific technical way! Python is widely seen by industry experts as a great first programming language when learning to code. There are a variety of jobs that one can get focusing exclusively on Python development. Do you want to be a part of the Python programmers community? If so, get started today scroll to the top, and click "BUY NOW"

Python

Python

Author: Max Green

Publisher: Createspace Independent Publishing Platform

Published: 2016-05-15

Total Pages: 76

ISBN-13: 9781533294500

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The Ultimate Python Beginners Guide! Are you a programmer or have you ever thought about becoming a programmer? Have you ever thought about learning the Python language? If the answer is yes, then you no longer have to waste your time spending hours doing research. Python: The Ultimate Beginners Guide contains proven tricks and strategies on how to learn Python Programming. This book also contains lots of examples and illustrations to help you get familiar with Python and all of its features. So what are you waiting for? Become a Python master today! Here Is A Preview Of What You'll Learn... What is Python How to Use Python How to Build a Website using Python The Different Versions of Python Python Vs Java Success Stories Using Python Python Code Much, much more!


Book Synopsis Python by : Max Green

Download or read book Python written by Max Green and published by Createspace Independent Publishing Platform. This book was released on 2016-05-15 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Ultimate Python Beginners Guide! Are you a programmer or have you ever thought about becoming a programmer? Have you ever thought about learning the Python language? If the answer is yes, then you no longer have to waste your time spending hours doing research. Python: The Ultimate Beginners Guide contains proven tricks and strategies on how to learn Python Programming. This book also contains lots of examples and illustrations to help you get familiar with Python and all of its features. So what are you waiting for? Become a Python master today! Here Is A Preview Of What You'll Learn... What is Python How to Use Python How to Build a Website using Python The Different Versions of Python Python Vs Java Success Stories Using Python Python Code Much, much more!

Python

Python

Author: Kevin Astom

Publisher:

Published: 2023-06-12

Total Pages: 0

ISBN-13: 9789611902460

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Introducing "Python: Master the Art of Coding!" Ignite your passion for programming with our bestselling book, "Python: Master the Art of Coding!" Whether you're a curious beginner or an experienced developer seeking to sharpen your skills, this comprehensive guide is your gateway to mastering the world's most beloved programming language. Inside the pages of "Python," you'll embark on a transformative journey through the foundations of programming, empowered by the simplicity and versatility that Python offers. With our expertly crafted curriculum, we've distilled years of industry experience into an accessible and engaging resource that caters to learners of all levels. Step by step, you'll dive into Python's intuitive syntax and learn to wield its vast array of features. From variables and data types to control flow and functions, each concept is demystified through clear explanations and hands-on examples. With our interactive exercises and coding challenges, you'll reinforce your knowledge and solidify your understanding of Python's core principles. But "Python" doesn't stop at the basics. We take you beyond the fundamentals and guide you through the application of Python in various domains. Explore web development using frameworks like Django and Flask, harness the power of data manipulation and analysis with Pandas, NumPy, and Matplotlib, and even venture into the exciting realm of machine learning with libraries like TensorFlow and scikit-learn. What truly sets "Python" apart is its emphasis on fostering a problem-solving mindset. Each chapter is carefully designed to present you with real-world scenarios and encourage you to think critically, creatively, and analytically. Through challenging exercises and projects, you'll gain the confidence to tackle any coding obstacle with grace and ingenuity. Whether you aspire to launch a career in software development, enhance your current skill set, or simply explore the possibilities of coding, "Python: Master the Art of Coding!" is your definitive companion. With its engaging style and practical approach, this book will equip you with the tools and knowledge you need to turn your ideas into reality. Join the thriving community of Python enthusiasts who have discovered the power of this incredible language. Unlock the doors to endless opportunities and set your journey toward programming mastery in motion. Don't miss out on this life-changing opportunity. Grab your copy of "Python: Master the Art of Coding!" today and embark on a transformative adventure that will redefine the way you think, create, and shape the future.


Book Synopsis Python by : Kevin Astom

Download or read book Python written by Kevin Astom and published by . This book was released on 2023-06-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing "Python: Master the Art of Coding!" Ignite your passion for programming with our bestselling book, "Python: Master the Art of Coding!" Whether you're a curious beginner or an experienced developer seeking to sharpen your skills, this comprehensive guide is your gateway to mastering the world's most beloved programming language. Inside the pages of "Python," you'll embark on a transformative journey through the foundations of programming, empowered by the simplicity and versatility that Python offers. With our expertly crafted curriculum, we've distilled years of industry experience into an accessible and engaging resource that caters to learners of all levels. Step by step, you'll dive into Python's intuitive syntax and learn to wield its vast array of features. From variables and data types to control flow and functions, each concept is demystified through clear explanations and hands-on examples. With our interactive exercises and coding challenges, you'll reinforce your knowledge and solidify your understanding of Python's core principles. But "Python" doesn't stop at the basics. We take you beyond the fundamentals and guide you through the application of Python in various domains. Explore web development using frameworks like Django and Flask, harness the power of data manipulation and analysis with Pandas, NumPy, and Matplotlib, and even venture into the exciting realm of machine learning with libraries like TensorFlow and scikit-learn. What truly sets "Python" apart is its emphasis on fostering a problem-solving mindset. Each chapter is carefully designed to present you with real-world scenarios and encourage you to think critically, creatively, and analytically. Through challenging exercises and projects, you'll gain the confidence to tackle any coding obstacle with grace and ingenuity. Whether you aspire to launch a career in software development, enhance your current skill set, or simply explore the possibilities of coding, "Python: Master the Art of Coding!" is your definitive companion. With its engaging style and practical approach, this book will equip you with the tools and knowledge you need to turn your ideas into reality. Join the thriving community of Python enthusiasts who have discovered the power of this incredible language. Unlock the doors to endless opportunities and set your journey toward programming mastery in motion. Don't miss out on this life-changing opportunity. Grab your copy of "Python: Master the Art of Coding!" today and embark on a transformative adventure that will redefine the way you think, create, and shape the future.

Streamlit for Data Science

Streamlit for Data Science

Author: Tyler Richards

Publisher: Packt Publishing Ltd

Published: 2023-09-29

Total Pages: 301

ISBN-13: 1803232951

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An easy-to-follow and comprehensive guide to creating data apps with Streamlit, including how-to guides for working with cloud data warehouses like Snowflake, using pretrained Hugging Face and OpenAI models, and creating apps for job interviews. Key Features Create machine learning apps with random forest, Hugging Face, and GPT-3.5 turbo models Gain an insight into how experts harness Streamlit with in-depth interviews with Streamlit power users Discover the full range of Streamlit’s capabilities via hands-on exercises to effortlessly create and deploy well-designed apps Book DescriptionIf you work with data in Python and are looking to create data apps that showcase ML models and make beautiful interactive visualizations, then this is the ideal book for you. Streamlit for Data Science, Second Edition, shows you how to create and deploy data apps quickly, all within Python. This helps you create prototypes in hours instead of days! Written by a prolific Streamlit user and senior data scientist at Snowflake, this fully updated second edition builds on the practical nature of the previous edition with exciting updates, including connecting Streamlit to data warehouses like Snowflake, integrating Hugging Face and OpenAI models into your apps, and connecting and building apps on top of Streamlit databases. Plus, there is a totally updated code repository on GitHub to help you practice your newfound skills. You'll start your journey with the fundamentals of Streamlit and gradually build on this foundation by working with machine learning models and producing high-quality interactive apps. The practical examples of both personal data projects and work-related data-focused web applications will help you get to grips with more challenging topics such as Streamlit Components, beautifying your apps, and quick deployment. By the end of this book, you'll be able to create dynamic web apps in Streamlit quickly and effortlessly.What you will learn Set up your first development environment and create a basic Streamlit app from scratch Create dynamic visualizations using built-in and imported Python libraries Discover strategies for creating and deploying machine learning models in Streamlit Deploy Streamlit apps with Streamlit Community Cloud, Hugging Face Spaces, and Heroku Integrate Streamlit with Hugging Face, OpenAI, and Snowflake Beautify Streamlit apps using themes and components Implement best practices for prototyping your data science work with Streamlit Who this book is forThis book is for data scientists and machine learning enthusiasts who want to get started with creating data apps in Streamlit. It is terrific for junior data scientists looking to gain some valuable new skills in a specific and actionable fashion and is also a great resource for senior data scientists looking for a comprehensive overview of the library and how people use it. Prior knowledge of Python programming is a must, and you’ll get the most out of this book if you’ve used Python libraries like Pandas and NumPy in the past.


Book Synopsis Streamlit for Data Science by : Tyler Richards

Download or read book Streamlit for Data Science written by Tyler Richards and published by Packt Publishing Ltd. This book was released on 2023-09-29 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: An easy-to-follow and comprehensive guide to creating data apps with Streamlit, including how-to guides for working with cloud data warehouses like Snowflake, using pretrained Hugging Face and OpenAI models, and creating apps for job interviews. Key Features Create machine learning apps with random forest, Hugging Face, and GPT-3.5 turbo models Gain an insight into how experts harness Streamlit with in-depth interviews with Streamlit power users Discover the full range of Streamlit’s capabilities via hands-on exercises to effortlessly create and deploy well-designed apps Book DescriptionIf you work with data in Python and are looking to create data apps that showcase ML models and make beautiful interactive visualizations, then this is the ideal book for you. Streamlit for Data Science, Second Edition, shows you how to create and deploy data apps quickly, all within Python. This helps you create prototypes in hours instead of days! Written by a prolific Streamlit user and senior data scientist at Snowflake, this fully updated second edition builds on the practical nature of the previous edition with exciting updates, including connecting Streamlit to data warehouses like Snowflake, integrating Hugging Face and OpenAI models into your apps, and connecting and building apps on top of Streamlit databases. Plus, there is a totally updated code repository on GitHub to help you practice your newfound skills. You'll start your journey with the fundamentals of Streamlit and gradually build on this foundation by working with machine learning models and producing high-quality interactive apps. The practical examples of both personal data projects and work-related data-focused web applications will help you get to grips with more challenging topics such as Streamlit Components, beautifying your apps, and quick deployment. By the end of this book, you'll be able to create dynamic web apps in Streamlit quickly and effortlessly.What you will learn Set up your first development environment and create a basic Streamlit app from scratch Create dynamic visualizations using built-in and imported Python libraries Discover strategies for creating and deploying machine learning models in Streamlit Deploy Streamlit apps with Streamlit Community Cloud, Hugging Face Spaces, and Heroku Integrate Streamlit with Hugging Face, OpenAI, and Snowflake Beautify Streamlit apps using themes and components Implement best practices for prototyping your data science work with Streamlit Who this book is forThis book is for data scientists and machine learning enthusiasts who want to get started with creating data apps in Streamlit. It is terrific for junior data scientists looking to gain some valuable new skills in a specific and actionable fashion and is also a great resource for senior data scientists looking for a comprehensive overview of the library and how people use it. Prior knowledge of Python programming is a must, and you’ll get the most out of this book if you’ve used Python libraries like Pandas and NumPy in the past.

Python for Data Science

Python for Data Science

Author: Erick Thompson

Publisher: Charlie Creative Lab

Published: 2020-10-30

Total Pages: 266

ISBN-13: 9781801131872

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Are you looking for a crash course that will help you learn Python? Do you want to master data science using Python? If yes, then keep reading! Python is one of the most popular programming languages in the word in 2020 and specially for data science. Every day people use it to do cool things like Automation, they use it in Artificial Intelligence, Machine Learning, as well as Building Applications and Websites like Instagram and Dropbox. YouTube, Pinterest, and SurveyMonkey are all built on Python. So if you are looking for a trendy job, like data scientist, Python is for you. This is a Python guide with 2 Books in 1: Python crash course Python for data analysis Python has seen an explosion in popularity in recent years, driven by several aspects that make it an incredibly versatile and intuitive language. Moreover, data analysis plays a significant job in numerous parts of your regular day to day existence today. Organizations use information to Understand Their Customer Needs and produce the Best Possible Product or Service. Python Programming Language is one of the best framework with regards to information examination. Data Scientist is the most requested job of the 21st century and Python is the most popular programming language of the 21st century. So it's pretty obvious that anyone have skills in both Data Science and Python will be in great demand in industry. You needn't bother with an exhausting and costly reading material. This guide is the best one for every readers. This guide covers: The world of data science technologies Application of machine learning Data scientist: the sexiest job in the 21st century Learning Python from scratch Data analysis with Python NumPy for numerical data processing Data visualization with Python Projects on Python And much more! Despite its simplicity, Python is also sturdy and robust enough to carry out complex scientific and mathematical tasks. Python has been designed with features that drastically simplify the visualization and analysis of data, and Python is also the go-to choice for the creation of machine learning models and artificial intelligence. Be it machine learning, data analytics, data processing, web development, enterprise software development or taking the photo of Blackhole: Python is everywhere. Beloved by the data scientists and new generation developers, Pyhton will eat the word! Ready to get started? Click the BUY NOW button!


Book Synopsis Python for Data Science by : Erick Thompson

Download or read book Python for Data Science written by Erick Thompson and published by Charlie Creative Lab. This book was released on 2020-10-30 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you looking for a crash course that will help you learn Python? Do you want to master data science using Python? If yes, then keep reading! Python is one of the most popular programming languages in the word in 2020 and specially for data science. Every day people use it to do cool things like Automation, they use it in Artificial Intelligence, Machine Learning, as well as Building Applications and Websites like Instagram and Dropbox. YouTube, Pinterest, and SurveyMonkey are all built on Python. So if you are looking for a trendy job, like data scientist, Python is for you. This is a Python guide with 2 Books in 1: Python crash course Python for data analysis Python has seen an explosion in popularity in recent years, driven by several aspects that make it an incredibly versatile and intuitive language. Moreover, data analysis plays a significant job in numerous parts of your regular day to day existence today. Organizations use information to Understand Their Customer Needs and produce the Best Possible Product or Service. Python Programming Language is one of the best framework with regards to information examination. Data Scientist is the most requested job of the 21st century and Python is the most popular programming language of the 21st century. So it's pretty obvious that anyone have skills in both Data Science and Python will be in great demand in industry. You needn't bother with an exhausting and costly reading material. This guide is the best one for every readers. This guide covers: The world of data science technologies Application of machine learning Data scientist: the sexiest job in the 21st century Learning Python from scratch Data analysis with Python NumPy for numerical data processing Data visualization with Python Projects on Python And much more! Despite its simplicity, Python is also sturdy and robust enough to carry out complex scientific and mathematical tasks. Python has been designed with features that drastically simplify the visualization and analysis of data, and Python is also the go-to choice for the creation of machine learning models and artificial intelligence. Be it machine learning, data analytics, data processing, web development, enterprise software development or taking the photo of Blackhole: Python is everywhere. Beloved by the data scientists and new generation developers, Pyhton will eat the word! Ready to get started? Click the BUY NOW button!