Beginner's Guide to Streamlit with Python PDF Download
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Author: Sujay Raghavendra
Publisher: Apress
ISBN: 9781484289822
Category : Computers
Languages : en
Pages : 0
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Book Description
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.
Author: Sujay Raghavendra
Publisher: Apress
ISBN: 9781484289822
Category : Computers
Languages : en
Pages : 0
Get Book Here
Book Description
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.
Author: Partha Mishra
Publisher: Partha Mishra
ISBN:
Category : Computers
Languages : en
Pages : 184
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Book Description
This guide is for anyone interested in learning about Streamlit I believe in learning the subject hands-on, so all the topics discussed will be immediately followed by examples, which allow you to understand the expected output. I assume that you have a beginner-level knowledge of Python and have it installed in your system. I have designed the book so that each chapter corresponds to a specific concept so that even an absolute beginners can follow. By the end of the book, you will have a proper understanding of how to create dynamic applications which are frequently used in the data science industry and confidently use the new skill in your day-to-day coding activities. Topics Covered: Chapter 1: Introduction to Streamlit Chapter 2: Installing and Setting Up Streamlit Chapter 3: Coding our first application in Streamlit Chapter 4: Displaying Text in Streamlit Chapter 5: Displaying Data in Streamlit Chapter 6: Displaying Plots in Streamlit Chapter 7: Accepting User Inputs in Streamlit Applications Chapter 8: Displaying Media in Streamlit Chapter 9: Arranging the Layout in Streamlit Chapter 10: Displaying Status Animations in Streamlit
Author: Tyler Richards
Publisher: Packt Publishing Ltd
ISBN: 1800563205
Category : Computers
Languages : en
Pages : 282
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Book Description
Create, deploy, and test your Python applications, analyses, and models with ease using Streamlit Key Features Learn how to showcase machine learning models in a Streamlit application effectively and efficiently Become an expert Streamlit creator by getting hands-on with complex application creation Discover how Streamlit enables you to create and deploy apps effortlessly Book DescriptionStreamlit shortens the development time for the creation of data-focused web applications, allowing data scientists to create web app prototypes using Python in hours instead of days. Getting Started with Streamlit for Data Science takes a hands-on approach to helping you learn the tips and tricks that will have you up and running with Streamlit in no time. You'll start with the fundamentals of Streamlit by creating a basic app and gradually build on the foundation by producing high-quality graphics with data visualization and testing machine learning models. As you advance through the chapters, you’ll walk through practical examples of both personal data projects and work-related data-focused web applications, and get to grips with more challenging topics such as using Streamlit Components, beautifying your apps, and quick deployment of your new apps. By the end of this book, you’ll be able to create dynamic web apps in Streamlit quickly and effortlessly using the power of Python.What you will learn Set up your first development environment and create a basic Streamlit app from scratch Explore methods for uploading, downloading, and manipulating data in Streamlit apps Create dynamic visualizations in Streamlit using built-in and imported Python libraries Discover strategies for creating and deploying machine learning models in Streamlit Use Streamlit sharing for one-click deployment Beautify Streamlit apps using themes, Streamlit Components, and Streamlit sidebar Implement best practices for prototyping your data science work with Streamlit Who this book is for This book is for data scientists and machine learning enthusiasts who want to create web apps using Streamlit. Whether you’re a junior data scientist looking to deploy your first machine learning project in Python to improve your resume or a senior data scientist who wants to use Streamlit to make convincing and dynamic data analyses, this book will help you get there! Prior knowledge of Python programming will assist with understanding the concepts covered.
Author: Warren Overby
Publisher:
ISBN: 9781801256308
Category : Computers
Languages : en
Pages : 130
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Book Description
Are you looking for a crash course about Python for Data Science? Do you also want to come up easily with your first project in no time? Are you constantly looking for information on social networks (like FB groups) and you don't know where to start with Python programming? If so, then keep on reading! Python is nowadays often used in data science because it is a mature programming language that has excellent properties for beginning programmers. Some of the most notable of these properties are the easy-to-read password, suppression of optional delimiters, dynamic writing, and use of dynamic memory. Data science uses science strategies to process data and separate information from it. It moves away from an idea similar to Big Data and Data Mining. It requires innovative equipment along with useful calculation and programming to deal with data problems or process data to gain substantial learning from them. The improvement and highly useful research in the world of Computing and Technology have increased the importance of its most basic and essential concepts in a thousand aspects. This notion of principle is what we continuously refer to as data, and that data is the only thing that "opens the way" for everything in the world. The world's largest organizations and companies have built their creation and their philosophies and determine a unique portion of their pay through data. The value and importance of data can be understood with the simple certainty that a legitimate data storage/distribution center is a million times more profitable than the pure gold mine in the advanced world. However, learning all the required skills to master data science and machine learning could certainly be challenging. BUT DON'T WORRY In this complete Guide we have condensed all the knowledge you need in a simple and practical way. Through his revolutionary and systematic approach, you will skyrocket your skills, regardless of your previous experience, with the best techniques to manipulate and process datasets, learn in deep the principles of Python programming, and their real-world applications. In this book you are ready to discover: How to move your first steps in the world of "Python". I will explain you, with easy to follow visuals, how to exactly install Python on the Mac OS X, Windows and Linux systems. How to easily setting up your first Data Science project from scratch with Python in less than 7 days. Practical codes and exercises to use Python. I will explain you the step-by-step process to create games like: "magic 8 ball" and "hangman game". How the regression algorithms (used in data science) work and what are the best tips and tricks to work with them. How Scikit-Learn library is used in the development of a machine learning algorithm. And much more! Even if you're still a beginner struggling on how to start projects with Python, this book will surely give you the right information to skyrocket your programming skills to the next level. ★ Keep in mind: "Real progress happens only when advantages of a new technology become available to everybody" (H. Ford). ★ Pick up your own copy today by clicking the BUY NOW button at the top of the page!
Author: Charlie Masterson
Publisher: E.C. Publishing via PublishDrive
ISBN:
Category : Computers
Languages : en
Pages : 81
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Book Description
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.
Author: Hacktech Academy
Publisher: Hacktech Academy
ISBN: 9781802350333
Category :
Languages : en
Pages : 112
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Book Description
⭐️ 55% OFF for Bookstores! NOW at $ 34,95 instead of $ 54,19 ⭐️ 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!
Author: Adam Bash
Publisher: Charlie Creative Lab
ISBN: 9781801135672
Category :
Languages : en
Pages : 202
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Book Description
Have you been seriously thinking about digging into programming but don't know where to start? Are you looking for a quick boost to your career growth? In this Python programming crash course, you will be guided by a quick and thorough introduction intended solely for beginners who want to understand Python programming and learn how to write helpful programs.The book is aimed at getting you fast enough to accelerate and get you to write real programs in no moment. This book is also designed for programmers who have a vague language understanding and would like to brush up their knowledge before trying to program their Python hands-on. The aim of this ultimate guide is to keep each section's thoughts and provide step-by-step guidance to make the learning experience smooth and gradual.It will also address how any future frustration can be reduced. Each code unit is tested, executed and re-read closely. In addition, the INTERACTIVE exercises are optimized for the highest level of commitment, meaning you're not going to get bored to death. Here is what you will find in this book on Pythons for Beginners: A History of Python and the basic concepts of Python ProgrammingHow to prepare your computer for programming in Python and how to install Python on Windows, Mac, and Linux. Screenshots included.Python functions that you'll use often.How to work with various data types including strings, lists, tuples, dictionaries, booleans, and many more.How to begin creating the Command Line Search Tool and make programs with Python SocketsAnd much more... After reading this book, you will realize that Python Programming is not difficult at all and you don't need to be rocket scientist to learn it.This revised and thoroughly tested Python guide will get you up to speed and quickly get you to write true programs. So, what are you waiting for? Scroll Down and Click the buy NOW button!
Author: Adam Bash
Publisher:
ISBN: 9781801545921
Category : Computers
Languages : en
Pages : 202
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Book Description
Author: Bill Norton
Publisher: Independently Published
ISBN:
Category :
Languages : en
Pages : 134
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Book Description
PYTHON PROGRAMMING Programming is a complex process that needs practice and patience. Dealing with a complex programming language at the beginning may be overwhelming and will result in discouragement. THIS IS THE REASON WHY BEGINNERS SHOULD CHOOSE PROGRAMMING LANGUAGE THAT IS SIMPLE AND ROBUST A lot of beginners who stumble upon programming quicky change theri mind after dealing with few program practically. ARE YOU INTERESTED IN PROGRAMMING? Are you looking forward to solving real-world complex problems with the help of programming? if you are a beginner you should understand that Python is a programming language that you are waiting for. PYTHON is often heard in the programming community and consist of a lot of wonderful oper-source projects that can help you master the logical understanding of programming. The success of PYTHON is also due to its usage of procedure and object oriented praradigms in parallel nature. But are you anable to find a good learning path that can help you learn Python easily? Then YOU ARE LUCKY TO BE HERE! WE ARE INTRODUCING YOU TO NEW PYTHON BOOK! DOWNLOAD: PYTHON PROGRAMMING This is a comprehensive introduction to Python and its interlinking concepts that are important to be learnd to master the language perfectly. This book can also be used as a reference for advanced programmers. The goal of thi book is simple: we want youunderstand every fundamentals concept of Python in an easy way. thsi book is destined to make you feel better with Python syntax and helps you understand the ability of Python. The Goal of this book is to help programmers understand the importance of Python as a programming language. You will also learn: What is Python How to install in your system How to deal wit variabels and data type What are the basic operations of Python What is the object-oriented programming How to create funcion with Python How to use structure And lots more. Are you excited to learn more about Python and its components?Then what are you waiting for? GO AND DOWNLOAD THIS BOOK AND START DEVELOPING PYTHON PROGRAMMING WITHIN NO TIME. SCROLL TO THE TOP OF THE PAGE AND SELECT BUY
Author: Richard Johnson
Publisher: Richard Johnson
ISBN: 9781801857130
Category :
Languages : en
Pages : 118
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Book Description
★55% OFF for Bookstores! NOW at $23.95 instead of $34.95!★ ARE YOU LOOKING FOR A COMPLETE GUIDE PYTHON? THEN KEEP READING... Programming has come a long way. The world of programming may have started quite some time ago; it was only a couple of decades ago that it gained attention from computer experts from across the globe. This sudden shift saw some great minds who contributed to the entire age of programming far greater than most. We saw the great GNU project take shape during this era. We came across the rather brilliant Linux. New programming languages were born as well, and people certainly enjoyed these to the utmost. While most of these programming languages worked, there was something that was missing. Surely, something could be done to make coding a less tedious task to do and carry out. That is exactly what a revolutionary new language, named after Monty Python's Flying Circus, did for the world. Immediately, coding became so much easier for programmers. The use of this language started gaining momentum, and today, it is set to overtake the only language that stands before it to claim the prestigious spot of being the world's most favored language. This language was the brainchild of Guido Van Rossum. Created in the year 1991, Python has become a byword for efficient and user-friendly programming. This language is what connected the dots and gave programmers the much-needed ease of coding that they have since been yearning for. Naturally, the language was received well by the programming community. Today, it is one of the most important languages for both professionals and students who aim to excel in fields like Machine Learning, automation, artificial intelligence, and so much more. With real-life examples showing a wide variety of use, Python is now living and breathing in almost every major social platform, web application, and website. All of this sounds interesting and exciting at the same time, but what if you have no prior knowledge about programming? What if you have no understanding of basic concepts and you wish to learn Python? This book covers: Python - The First Impressions Getting ready for Python The world of Variables and Operators Making Your Program Interactive List, Tuples and dictionaries Functions and Modules Working with Files Object Oriented Programming And much more. I am happy to report that this book will provide you with every possible chance of learning Python and allow you to jump-start your journey into the world of programming. This book is ideally meant for people who have zero understanding of programming and/or may have never coded a single line of program before. I will walk you through all the basic steps from installation to application. We will look into various aspects of the language and hopefully provide you with real-life examples to further explain the importance of such aspects. The idea of this book is to prepare you as you learn the core concepts of Python. Buy It Now and Let Your Customers Get Addicted To This Amazing Book
