Mastering Python In 30 Day
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Mastering Python For Finance
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Author : James Ma Weiming
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-04-30
Mastering Python For Finance written by James Ma Weiming and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-30 with Computers categories.
Take your financial skills to the next level by mastering cutting-edge mathematical and statistical financial applications Key FeaturesExplore advanced financial models used by the industry and ways of solving them using PythonBuild state-of-the-art infrastructure for modeling, visualization, trading, and moreEmpower your financial applications by applying machine learning and deep learningBook Description The second edition of Mastering Python for Finance will guide you through carrying out complex financial calculations practiced in the industry of finance by using next-generation methodologies. You will master the Python ecosystem by leveraging publicly available tools to successfully perform research studies and modeling, and learn to manage risks with the help of advanced examples. You will start by setting up your Jupyter notebook to implement the tasks throughout the book. You will learn to make efficient and powerful data-driven financial decisions using popular libraries such as TensorFlow, Keras, Numpy, SciPy, and sklearn. You will also learn how to build financial applications by mastering concepts such as stocks, options, interest rates and their derivatives, and risk analytics using computational methods. With these foundations, you will learn to apply statistical analysis to time series data, and understand how time series data is useful for implementing an event-driven backtesting system and for working with high-frequency data in building an algorithmic trading platform. Finally, you will explore machine learning and deep learning techniques that are applied in finance. By the end of this book, you will be able to apply Python to different paradigms in the financial industry and perform efficient data analysis. What you will learnSolve linear and nonlinear models representing various financial problemsPerform principal component analysis on the DOW index and its componentsAnalyze, predict, and forecast stationary and non-stationary time series processesCreate an event-driven backtesting tool and measure your strategiesBuild a high-frequency algorithmic trading platform with PythonReplicate the CBOT VIX index with SPX options for studying VIX-based strategiesPerform regression-based and classification-based machine learning tasks for predictionUse TensorFlow and Keras in deep learning neural network architectureWho this book is for If you are a financial or data analyst or a software developer in the financial industry who is interested in using advanced Python techniques for quantitative methods in finance, this is the book you need! You will also find this book useful if you want to extend the functionalities of your existing financial applications by using smart machine learning techniques. Prior experience in Python is required.
Mastering Python Data Analysis
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Author : Magnus Vilhelm Persson
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-06-27
Mastering Python Data Analysis written by Magnus Vilhelm Persson and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-27 with Computers categories.
Become an expert at using Python for advanced statistical analysis of data using real-world examples About This Book Clean, format, and explore data using graphical and numerical summaries Leverage the IPython environment to efficiently analyze data with Python Packed with easy-to-follow examples to develop advanced computational skills for the analysis of complex data Who This Book Is For If you are a competent Python developer who wants to take your data analysis skills to the next level by solving complex problems, then this advanced guide is for you. Familiarity with the basics of applying Python libraries to data sets is assumed. What You Will Learn Read, sort, and map various data into Python and Pandas Recognise patterns so you can understand and explore data Use statistical models to discover patterns in data Review classical statistical inference using Python, Pandas, and SciPy Detect similarities and differences in data with clustering Clean your data to make it useful Work in Jupyter Notebook to produce publication ready figures to be included in reports In Detail Python, a multi-paradigm programming language, has become the language of choice for data scientists for data analysis, visualization, and machine learning. Ever imagined how to become an expert at effectively approaching data analysis problems, solving them, and extracting all of the available information from your data? Well, look no further, this is the book you want! Through this comprehensive guide, you will explore data and present results and conclusions from statistical analysis in a meaningful way. You'll be able to quickly and accurately perform the hands-on sorting, reduction, and subsequent analysis, and fully appreciate how data analysis methods can support business decision-making. You'll start off by learning about the tools available for data analysis in Python and will then explore the statistical models that are used to identify patterns in data. Gradually, you'll move on to review statistical inference using Python, Pandas, and SciPy. After that, we'll focus on performing regression using computational tools and you'll get to understand the problem of identifying clusters in data in an algorithmic way. Finally, we delve into advanced techniques to quantify cause and effect using Bayesian methods and you'll discover how to use Python's tools for supervised machine learning. Style and approach This book takes a step-by-step approach to reading, processing, and analyzing data in Python using various methods and tools. Rich in examples, each topic connects to real-world examples and retrieves data directly online where possible. With this book, you are given the knowledge and tools to explore any data on your own, encouraging a curiosity befitting all data scientists.
Mastering Python In 30 Day
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Author : Boozman Richard
language : en
Publisher: Independently Published
Release Date : 2025-07-10
Mastering Python In 30 Day written by Boozman Richard and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-10 with Computers categories.
Learn Python. Master Coding. One Day at a Time. Mastering Python in 30 Days is your complete roadmap to becoming a confident Python programmer-even if you're starting from zero. Designed for absolute beginners, this day-by-day guide combines clear instruction, real examples, and daily coding practice to help you build real skills quickly and efficiently. No theory overload. No fluff. Just straight-to-the-point lessons that build on each other-so you can go from writing your first line of code to solving real-world problems in just 30 days. What You'll Learn: Day-by-day progression from basics to advanced concepts Python syntax, data types, loops, and functions made simple Core programming principles explained in plain English File handling, error management, and debugging Working with data: lists, dictionaries, and sets Object-Oriented Programming and reusable code Intro to modules, libraries, and virtual environments Mini projects to test your knowledge along the way Final capstone project to bring everything together Tips to stay productive, avoid burnout, and keep learning Perfect for students, career changers, or hobbyists, this book shows you how to become fluent in Python-fast, focused, and frustration-free. Start today. Finish strong. Become a Python developer in 30 days.
Mastering Python
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Author : Williams Asiedu
language : en
Publisher: Ouereila Publishing House
Release Date : 2025-04-18
Mastering Python written by Williams Asiedu and has been published by Ouereila Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-18 with Computers categories.
Mastering Python is a comprehensive guide that takes you on a practical journey from the fundamentals of Python programming to advanced techniques across various domains. This book is carefully crafted for both beginners and aspiring developers who want to build real-world skills and apply Python in modern technological fields. The book begins by establishing a strong foundation in Python — covering essential concepts such as variables, data types, loops, functions, and object-oriented programming — before moving on to more powerful capabilities like file handling, working with APIs, and managing data structures. What makes Mastering Python unique is its hands-on approach to teaching through modules that reflect real-world needs. Readers will explore the pyttsx3 library for converting text to speech, enabling them to build applications with voice output. With the Faker module, they’ll learn how to generate realistic data for testing and development, making them more efficient in software creation. For those interested in visual content, the book dives into the turtle module for drawing and simple animation, and Pillow (PIL) for professional image editing and manipulation. Readers will also gain practical knowledge in creating QR codes, setting up lightweight HTTP servers, sending emails using yagmail, and working with databases using SQLite3. Other critical modules like pickle and json are explained in-depth to help readers master data serialization, a vital concept in modern software applications. Even the use of emojis is explored, showing how Python can be expressive and fun while remaining powerful. Beyond the modules, Mastering Python prepares readers for broader opportunities. Whether your goal is to move into app development, graphic design, game development, data analysis, automation, or even artificial intelligence and machine learning, this book lays the essential groundwork. Each chapter is packed with explanations, examples, and mini-projects that gradually build your confidence and skills. By the end of this book, readers won’t just know Python—they will have mastered it in a way that opens doors to building real applications, solving real problems, and venturing into fields where Python is the backbone. Mastering Python isn’t just a book. It’s a roadmap — a transformation from curious beginner to skilled Pythonist, equipped with the tools, libraries, and mindset needed to thrive in today’s tech-driven world.
Python And Algorithmic Thinking For The Complete Beginner
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Author : Aristides Bouras
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-14
Python And Algorithmic Thinking For The Complete Beginner written by Aristides Bouras and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-14 with Computers categories.
Unlock the power of Python with this comprehensive guide, “Python and Algorithmic Thinking for the Complete Beginner.” It covers everything from computer basics to advanced decision and loop control structures. Key Features Comprehensive coverage from basic computer operations to advanced programming concepts Step-by-step progression of each topic, along with tips and tricks to enhance coding efficiency In-depth exploration of Python and algorithmic thinking with exercises and practical examples Book DescriptionThis course is meticulously designed to take beginners on a journey through the fascinating world of Python programming and algorithmic thinking. The initial chapters lay a strong foundation, starting with the basics of how computers operate, moving into Python programming, and familiarizing learners with integrated development environments like IDLE and Visual Studio Code. Further, the course delves into essential programming constructs such as variables, constants, input/output handling, and operators. You'll gain practical experience with trace tables, sequence control structures, and decision control structures through comprehensive exercises and examples. The curriculum emphasizes hands-on learning with chapters dedicated to manipulating numbers, strings, and understanding complex mathematical expressions. By mastering these concepts, you'll be well-prepared to tackle more advanced topics. The final chapters introduce you to object-oriented programming and file manipulation, rounding out your skill set. Throughout the course, practical tips and tricks are provided to enhance your coding efficiency and problem-solving skills. By the end of this course, you will have a robust understanding of Python programming and the ability to apply algorithmic thinking to solve real-world problems.What you will learn Understand how computers work and the basics of Python programming Install and use integrated development environments (IDEs) Develop skills in decision and loop control structures Manipulate data using lists, dictionaries, and strings Apply algorithmic thinking to solve complex problems Gain proficiency in object-oriented programming & file manipulation Who this book is for This course is ideal for absolute beginners with no prior programming experience. Basic computer literacy is required, but no specific knowledge of programming or algorithms is necessary. It is also suitable for individuals looking to refresh their Python skills and enhance their understanding of algorithmic thinking. High school and college students interested in programming, professionals seeking to upskill, and hobbyists eager to learn a new programming language will all find value in this course.
Mastering Python Complete Course
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Author : Marcel Souza
language : en
Publisher: Gavea Lab
Release Date :
Mastering Python Complete Course written by Marcel Souza and has been published by Gavea Lab this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
Unleash Your Coding Potential with "Mastering Python: Complete Course." If you've ever dreamt of harnessing the power of Python to create incredible programs and applications, then this is the book you've been waiting for. Welcome to "Mastering Python: Complete Course," a comprehensive guide that will take you from a Python novice to a programming master. Python, with its simplicity and versatility, has become one of the most popular programming languages worldwide. Now, you too can unlock its full potential with this step-by-step course. Whether you're a seasoned programmer looking to expand your skills or a beginner taking your first steps into the coding world, this book caters to all levels of experience. Explore the magic of Python as you dive into real-world projects and hands-on exercises, carefully designed to reinforce your understanding of the language. From building web applications to analyzing data, this course covers a vast array of topics, ensuring you gain a well-rounded and in-depth knowledge of Python. With the guidance of expert instructors, you'll learn the best practices and coding techniques to create clean, efficient, and effective Python code. Say goodbye to frustration and confusion as you embrace a clear and straightforward approach to mastering Python. The "Mastering Python: Complete Course" is more than just a tutorial; it's an immersive learning experience that empowers you to become a proficient Python developer. You'll be amazed by your newfound abilities to solve complex problems and bring your ideas to life through programming. Stay ahead of the curve in the rapidly evolving tech world by mastering a language that is driving innovation across industries. Whether you aspire to build cutting-edge applications, pursue a career in data science, or simply want to broaden your skillset, Python is the key to unlocking endless possibilities. Join a community of aspiring coders and experienced developers alike, all driven by a shared passion for Python. Embrace the satisfaction of seeing your code come to life and the thrill of conquering new coding challenges. Are you ready to embark on a transformational journey into the world of Python? Don't miss this opportunity to become a programming maestro. Let "Mastering Python: Complete Course" be your guiding light as you navigate the exciting realm of coding. Take the first step towards your coding dreams today!
Mastering Predictive Analytics With Python
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Author : Joseph Babcock
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-08-31
Mastering Predictive Analytics With Python written by Joseph Babcock and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-31 with Computers categories.
Exploit the power of data in your business by building advanced predictive modeling applications with Python About This Book Master open source Python tools to build sophisticated predictive models Learn to identify the right machine learning algorithm for your problem with this forward-thinking guide Grasp the major methods of predictive modeling and move beyond the basics to a deeper level of understanding Who This Book Is For This book is designed for business analysts, BI analysts, data scientists, or junior level data analysts who are ready to move from a conceptual understanding of advanced analytics to an expert in designing and building advanced analytics solutions using Python. You're expected to have basic development experience with Python. What You Will Learn Gain an insight into components and design decisions for an analytical application Master the use Python notebooks for exploratory data analysis and rapid prototyping Get to grips with applying regression, classification, clustering, and deep learning algorithms Discover the advanced methods to analyze structured and unstructured data Find out how to deploy a machine learning model in a production environment Visualize the performance of models and the insights they produce Scale your solutions as your data grows using Python Ensure the robustness of your analytic applications by mastering the best practices of predictive analysis In Detail The volume, diversity, and speed of data available has never been greater. Powerful machine learning methods can unlock the value in this information by finding complex relationships and unanticipated trends. Using the Python programming language, analysts can use these sophisticated methods to build scalable analytic applications to deliver insights that are of tremendous value to their organizations. In Mastering Predictive Analytics with Python, you will learn the process of turning raw data into powerful insights. Through case studies and code examples using popular open-source Python libraries, this book illustrates the complete development process for analytic applications and how to quickly apply these methods to your own data to create robust and scalable prediction services. Covering a wide range of algorithms for classification, regression, clustering, as well as cutting-edge techniques such as deep learning, this book illustrates not only how these methods work, but how to implement them in practice. You will learn to choose the right approach for your problem and how to develop engaging visualizations to bring the insights of predictive modeling to life Style and approach This book emphasizes on explaining methods through example data and code, showing you templates that you can quickly adapt to your own use cases. It focuses on both a practical application of sophisticated algorithms and the intuitive understanding necessary to apply the correct method to the problem at hand. Through visual examples, it also demonstrates how to convey insights through insightful charts and reporting.
Mastering Python
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Author : Rick van Hattem
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-04-29
Mastering Python written by Rick van Hattem and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-29 with Computers categories.
Master the art of writing beautiful and powerful Python by using all of the features that Python 3.5 offers About This Book Become familiar with the most important and advanced parts of the Python code style Learn the trickier aspects of Python and put it in a structured context for deeper understanding of the language Offers an expert's-eye overview of how these advanced tasks fit together in Python as a whole along with practical examples Who This Book Is For Almost anyone can learn to write working script and create high quality code but they might lack a structured understanding of what it means to be 'Pythonic'. If you are a Python programmer who wants to code efficiently by getting the syntax and usage of a few intricate Python techniques exactly right, this book is for you. What You Will Learn Create a virtualenv and start a new project Understand how and when to use the functional programming paradigm Get familiar with the different ways the decorators can be written in Understand the power of generators and coroutines without digressing into lambda calculus Create metaclasses and how it makes working with Python far easier Generate HTML documentation out of documents and code using Sphinx Learn how to track and optimize application performance, both memory and cpu Use the multiprocessing library, not just locally but also across multiple machines Get a basic understanding of packaging and creating your own libraries/applications In Detail Python is a dynamic programming language. It is known for its high readability and hence it is often the first language learned by new programmers. Python being multi-paradigm, it can be used to achieve the same thing in different ways and it is compatible across different platforms. Even if you find writing Python code easy, writing code that is efficient, easy to maintain, and reuse is not so straightforward. This book is an authoritative guide that will help you learn new advanced methods in a clear and contextualised way. It starts off by creating a project-specific environment using venv, introducing you to different Pythonic syntax and common pitfalls before moving on to cover the functional features in Python. It covers how to create different decorators, generators, and metaclasses. It also introduces you to functools.wraps and coroutines and how they work. Later on you will learn to use asyncio module for asynchronous clients and servers. You will also get familiar with different testing systems such as py.test, doctest, and unittest, and debugging tools such as Python debugger and faulthandler. You will learn to optimize application performance so that it works efficiently across multiple machines and Python versions. Finally, it will teach you how to access C functions with a simple Python call. By the end of the book, you will be able to write more advanced scripts and take on bigger challenges. Style and Approach This book is a comprehensive guide that covers advanced features of the Python language, and communicate them with an authoritative understanding of the underlying rationale for how, when, and why to use them.
Java Mastery In 60 Days By Divjot Singh Arora
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Author : Divjot Singh Arora
language : en
Publisher: SOS TECH PUBLISHING
Release Date : 2024-05-26
Java Mastery In 60 Days By Divjot Singh Arora written by Divjot Singh Arora and has been published by SOS TECH PUBLISHING this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-26 with Juvenile Nonfiction categories.
Java Mastery in 60 Days Unlock the secrets of Java programming with "Java Mastery in 60 Days"! This comprehensive guide is designed to take you from a beginner to an advanced Java developer in just two months. Whether you're starting from scratch or looking to polish your skills, this book provides a structured, hands-on approach to mastering Java. What's Inside: Foundational Concepts: Get started with Java setup, variables, data types, and control flow. Object-Oriented Programming: Dive deep into classes, objects, inheritance, and interfaces. Advanced Topics: Explore collections, error handling, file I/O, and functional programming with lambdas and streams. Leveling Up: Learn design patterns, concurrency, GUI development, and web development basics with Servlets/JSP and Spring. Practical Applications: Connect to databases with JDBC, test your code with JUnit, and enhance performance through profiling. New Java Features: Stay current with the latest additions to the Java language. Real-World Projects: Build a portfolio with project ideas to showcase your skills to potential employers. Why Choose This Book? Step-by-Step Learning: Each chapter builds on the previous one, ensuring a solid understanding of each concept. Hands-On Examples: Practice what you learn with numerous examples and exercises. Expert Guidance: Benefit from the insights of experienced Java developers who share their best practices and tips. Career Boost: Equip yourself with the skills needed for a successful career in software development. Perfect For: Beginners who want to learn Java from scratch. Intermediate developers looking to deepen their understanding. Anyone preparing for Java certification exams. Professionals seeking to enhance their Java skills for career advancement. Don't miss out on this opportunity to become a Java master! Download "Java Mastery in 60 Days" today and start your journey to becoming an expert Java developer.
Python Programming Mastery
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Author : Ryan Campbell
language : en
Publisher: Ryan Campbell
Release Date : 2024-05-16
Python Programming Mastery written by Ryan Campbell and has been published by Ryan Campbell this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-16 with Computers categories.
Dive into the world of Python with our comprehensive guide, "Python Programming Mastery" Whether you are a beginner or an experienced programmer, this book is your ultimate resource for mastering the intricacies of Python. Key Features: Explore Python's intuitive syntax and learn how to write clean and efficient code Discover the versatility of Python through real-world applications in web development, data analysis, machine learning, and more Master advanced programming techniques such as generators, decorators, context managers, and metaclasses Learn best practices for error handling, exception handling, and writing reliable and maintainable code Unleash the power of Python libraries and packages for various domains, including data science, web development, and scientific computing Prepare for Python job interviews with confidence using our expert tips and guidance Gain a solid understanding of object-oriented programming in Python and apply it to build robust software systems Sharpen your algorithmic thinking and problem-solving skills with hands-on coding challenges and exercises Unlock the true potential of Python and become a proficient Python programmer with "Python Programming Mastery: A Comprehensive Guide for Beginners" Whether you are pursuing a career in software development, data science, or machine learning, or simply looking to enhance your programming skills, this book will be your comprehensive guide on your Python journey. Get your copy today and embark on an exciting programming adventure!