Mastering Python Fundamentals Free Python Course Learning Material For Beginners
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Mastering Python Fundamentals Free Python Course Learning Material For Beginners
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Author :
language : en
Publisher: Aniesh Saravanan
Release Date :
Mastering Python Fundamentals Free Python Course Learning Material For Beginners written by and has been published by Aniesh Saravanan this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Many Python courses overwhelm beginners with technical gibberish and complicated code right from Day 1. This course uses the LEGO Code Method and breaks learning into simple, colourful building blocks — just like LEGO — so you learn faster, have more fun, and actually understand how Python works step by step. Google, Netflix, Spotify, NASA, and even the CIA use Python for their core systems. Start learning Python even if you've never written a line of code! What's Included? Interactive quizzes Fun guided projects Tons of example codes What You'll Learn: The building blocks of a Python Program The different data storage structures in Python Running conditional statements and loops in Python Building functions Handling errors in Python
Python 101 Python Basics For Beginners
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Author : Jérémy BRANDT
language : en
Publisher: Digital Academy
Release Date : 2022-04-04
Python 101 Python Basics For Beginners written by Jérémy BRANDT and has been published by Digital Academy this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-04 with Computers categories.
Python Basics: A Practical Introduction to Python 3 Your Complete Python Curriculum — With Exercises, Interactive Quizzes, and Sample Projects. Hello and welcome to Python 101: A Practical Introduction to Python 3 for Beginners. Are you ready to learn Why so many professional and hobbyist developers are drawn to Python - and How you can begin using it on your own projects, too?! This book is targeted at beginners who either know a little programming but not the Python language and its ecosystem, as well as complete beginners. If you don’t have a Computer Science degree, don’t worry. I will guide you through the important computing concepts while teaching you the Python basics. --- What should you learn about Python in the beginning to get a strong foundation? With Python 101, you will NOT only cover the core concepts you really need to know, but you will also learn them in the most efficient order - with the help of a few quizzes, practical exercises and projects. You will know enough to be good with Python, pretty fast! Who Should Read This Book? If you are new to Python, you’ll get a practical, step-by-step roadmap on developing your foundational skills. You’ll be introduced to each concept and language feature in a logical order. Every step in this curriculum is explained and illustrated with short and clear code samples. My goal with this book is to educate you, not to impress or intimidate. If you are familiar with some basic programming concepts, you will get a clear and well-tested introduction to Python. This is a practical introduction to Python that jumps right into real-world examples If you have any prior experience with languages like VBA, PowerShell, R, Perl, C, C++, C#, Java or Swift, the numerous exercises within each chapter will fast-track your progress. If you’re a seasoned developer, you’ll get a Python 3 crash course that brings you up to speed with modern Python programming. Mix and match the chapters that interest you the most and use the interactive quizzes and review exercises to check your learning progress as you go along. If you’re a self-starter completely new to coding, you’ll get practical and motivating examples. You’ll begin by installing Python and setting up a coding environment on your computer from scratch, and then continue from there. We’ll get you coding right away so that you become competent and knowledgeable enough to solve real-world problems, fast. Develop a passion for programming by solving interesting problems with Python every day! If you’re looking to break into a coding or data-science career, you’ll pick up the practical foundations with this book. We won’t just dump a boat load of theoretical information on you so you can “sink or swim” — instead, you’ll learn from hands-on, practical examples one step at a time. Each concept is broken down for you so you’ll always know what you can do with it in practical terms. If you’re interested in teaching others “how to Python", this will be your guidebook. If you’re looking to stoke the coding flame in your coworkers, kids, or relatives — use our material to teach them. All the sequencing has been done for you so you’ll always know what to cover next and how to explain it.
Python Data Science Essentials
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Author : Alberto Boschetti
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-10-28
Python Data Science Essentials written by Alberto Boschetti 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 2016-10-28 with Computers categories.
Become an efficient data science practitioner by understanding Python's key concepts About This Book Quickly get familiar with data science using Python 3.5 Save time (and effort) with all the essential tools explained Create effective data science projects and avoid common pitfalls with the help of examples and hints dictated by experience Who This Book Is For If you are an aspiring data scientist and you have at least a working knowledge of data analysis and Python, this book will get you started in data science. Data analysts with experience of R or MATLAB will also find the book to be a comprehensive reference to enhance their data manipulation and machine learning skills. What You Will Learn Set up your data science toolbox using a Python scientific environment on Windows, Mac, and Linux Get data ready for your data science project Manipulate, fix, and explore data in order to solve data science problems Set up an experimental pipeline to test your data science hypotheses Choose the most effective and scalable learning algorithm for your data science tasks Optimize your machine learning models to get the best performance Explore and cluster graphs, taking advantage of interconnections and links in your data In Detail Fully expanded and upgraded, the second edition of Python Data Science Essentials takes you through all you need to know to suceed in data science using Python. Get modern insight into the core of Python data, including the latest versions of Jupyter notebooks, NumPy, pandas and scikit-learn. Look beyond the fundamentals with beautiful data visualizations with Seaborn and ggplot, web development with Bottle, and even the new frontiers of deep learning with Theano and TensorFlow. Dive into building your essential Python 3.5 data science toolbox, using a single-source approach that will allow to to work with Python 2.7 as well. Get to grips fast with data munging and preprocessing, and all the techniques you need to load, analyse, and process your data. Finally, get a complete overview of principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment instruments that make it easier to present your results to an audience of both data science experts and business users. Style and approach The book is structured as a data science project. You will always benefit from clear code and simplified examples to help you understand the underlying mechanics and real-world datasets.
Code Foundations Mastering The Basics Of Programming For Beginners
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Author : S Williams
language : en
Publisher: NFT Publishing
Release Date : 2025-03-27
Code Foundations Mastering The Basics Of Programming For Beginners written by S Williams and has been published by NFT Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-27 with Computers categories.
Are you ready to embark on a transformative journey into the world of coding? Code Foundations is your ultimate guide to mastering beginner coding and programming basics, empowering you to thrive in today's tech-driven world. Whether you're exploring software development trends, problem-solving with code, or automation through coding, this book equips you with the tools to succeed. Dive into computer science fundamentals and discover how languages like Python, JavaScript, and Java are revolutionizing web development, data analysis, and app creation. Learn actionable strategies tailored to each context while overcoming common barriers such as fear of failure, imposter syndrome, and lack of resources. With structured learning paths and equitable access to knowledge, anyone can learn to code—regardless of background or experience. Explore innovations shaping the future of coding, from AI-driven coding assistants to interactive platforms and gamified tutorials designed to enhance outcomes for beginners. Delve deeper into ethical programming practices, addressing accountability, user safety, and societal impact head-on. Understand legal frameworks governing developers and apply universal values like fairness and inclusivity using principles inspired by Kantian ethics. This isn’t just about writing lines of code—it’s about integrating coding into daily life. From personal projects and academic pursuits to professional workflows, Code Foundations ensures long-term benefits that extend beyond individual growth to foster trust and innovation within communities. Join us in envisioning an inclusive tech education system where everyone has access to accessible coding resources without compromising ethical principles. Packed with practical insights, real-world applications, and universal ideals, Code Foundations bridges the gap between aspiration and achievement. Start your journey today and unlock endless possibilities in the digital age! Keywords: Beginner coding, programming basics, learn to code, coding skills development, tech career preparation, software development trends, problem-solving with code, automation through coding, Python programming, JavaScript introduction, Java applications, web development essentials, data analysis tools, app creation process, overcoming coding barriers, structured coding paths, equitable access to coding, imposter syndrome solutions, AI-driven coding assistants, interactive coding platforms, gamified coding tutorials, ethical programming practices, societal impact of technology, accountability in software design, user safety guidelines, legal frameworks for developers, fairness in coding, inclusivity in programming, integrating coding into daily life, personal project ideas, professional workflow optimization, academic coding projects, inclusive tech education, accessible coding resources, trust-building in tech, universal values in programming.
Micropython For The Internet Of Things
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Author : Charles Bell
language : en
Publisher: Apress
Release Date : 2017-11-24
Micropython For The Internet Of Things written by Charles Bell and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-24 with Computers categories.
Quickly learn to program for microcontrollers and IoT devices without a lot of study and expense. MicroPython and controllers that support it eliminate the need for programming in a C-like language, making the creation of IoT applications and devices easier and more accessible than ever. MicroPython for the Internet of Things is ideal for readers new to electronics and the world of IoT. Specific examples are provided covering a range of supported devices, sensors, and MicroPython boards such as Pycom’s WiPy modules and MicroPython’s pyboard. Never has programming for microcontrollers been easier. The book takes a practical and hands-on approach without a lot of detours into the depths of theory. The book: Shows a faster and easier way to program microcontrollers and IoT devices Teaches MicroPython, a variant of one of the most widely used scripting languages Is friendly and accessible to those new to electronics, with fun example projects What You'll Learn Program in MicroPython Understand sensors and basic electronics Develop your own IoT projects Build applications for popular boards such as WiPy and pyboard Load MicroPython on the ESP8266 and similar boards Interface with hardware breakout boards Connect hardware to software through MicroPython Explore the easy-to-use Adafruit IO connecting your microcontroller to the cloud Who This Book Is For Anyone interested in building IoT solutions without the heavy burden of programming in C++ or C. The book also appeals to those wanting an easier way to work with hardware than is provided by the Arduino and the Raspberry Pi platforms.
Mastering Django Core
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Author : Nigel George
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-12-23
Mastering Django Core written by Nigel George 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 2016-12-23 with Computers categories.
Delivers absolutely everything you will ever need to know to become a master Django programmer About This Book Gain a complete understanding of Django—the most popular, Python-based web framework in the world Gain the skills to successfully designing, developing, and deploying your app This book is packaged with fully described code so you can learn the fundamentals and the advanced topics to get a complete understanding of all of Django's core functions Who This Book Is For This book assumes you have a basic understanding of the Internet and programming. Experience with Python or Django would be an advantage, but is not necessary. It is ideal for beginner to intermediate programmers looking for a fast, secure, scalable, and maintainable alternative web development platform to those based on PHP, Java, and dotNET. What You Will Learn Use Django to access user-submitted form data, validate it, and work with it Get to know advanced URLconf tips and tricks Extend Django's template system with custom code Define models and use the database API to create, retrieve, update, and delete records Fully extend and customize the default implementation as per your project's needs Test and deploy your Django application Get to know more about Django's session, cache Framework, and middleware In Detail Mastering Django: Core is a completely revised and updated version of the original Django Book, written by Adrian Holovaty and Jacob Kaplan-Moss - the creators of Django. The main goal of this book is to make you a Django expert. By reading this book, you'll learn the skills needed to develop powerful websites quickly, with code that is clean and easy to maintain. This book is also a programmer's manual that provides complete coverage of the current Long Term Support (LTS) version of Django. For developers creating applications for commercial and business critical deployments, Mastering Django: Core provides a complete, up-to-date resource for Django 1.8LTS with a stable code-base, security fixes and support out to 2018. Style and approach This comprehensive step-by-step practical guide offers a thorough understanding of all the web development concepts related to Django. In addition to explaining the features of Django, this book provides real-world experience on how these features fit together to build extraordinary apps.
Machine Learning Hero
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Author : Cuantum Technologies LLC
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-01-16
Machine Learning Hero written by Cuantum Technologies LLC 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 2025-01-16 with Computers categories.
Learn machine learning through hands-on Python projects, covering core concepts, essential libraries, and real-world applications for aspiring data scientists. Key Features Comprehensive coverage of machine learning fundamentals and advanced topics Real-world projects to apply skills in practical scenarios Integration of Python libraries for data science and AI development Book DescriptionThis book takes you on a journey through the world of machine learning, beginning with foundational concepts such as supervised and unsupervised learning, and progressing to advanced topics like feature engineering, hyperparameter tuning, and dimensionality reduction. Each chapter blends theory with practical exercises to ensure a deep understanding of the material. The book emphasizes Python, introducing essential libraries like NumPy, Pandas, Matplotlib, and Scikit-learn, along with deep learning frameworks like TensorFlow and PyTorch. You’ll learn to preprocess data, visualize insights, and build models capable of tackling complex datasets. Hands-on coding examples and exercises reinforce concepts and help bridge the gap between knowledge and application. In the final chapters, you'll work on real-world projects like predictive analytics, clustering, and regression. These projects are designed to provide a practical context for the techniques learned and equip you with actionable skills for data science and AI roles. By the end, you'll be prepared to apply machine learning principles to solve real-world challenges with confidence.What you will learn Build machine learning models using Python libraries Apply feature engineering and preprocessing techniques Visualize datasets with Matplotlib and Seaborn Optimize machine learning models with hyperparameter tuning Implement clustering and dimensionality reduction methods Work on real-world projects for practical experience Who this book is for Aspiring data scientists, software developers, and tech enthusiasts seeking to master machine learning concepts and Python libraries. Basic Python knowledge is recommended but not required, as foundational topics are covered.
Programming Basics With C
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Author : Svetlin Nakov
language : en
Publisher: SoftUni
Release Date : 2019-09-01
Programming Basics With C written by Svetlin Nakov and has been published by SoftUni this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-01 with Computers categories.
The free book "Programming Basics with C#" (https://csharp-book.softuni.org) is a comprehensive entry level computer programming tutorial for absolute beginners that teaches basics of coding (variables and data, conditional statements, loops and methods), logical thinking and problem solving using the C# language. The book comes with free video lessons for each chapter, 150+ practical exercises with an automated online evaluation system (online judge) and solution guidelines for the exercises. The book "Programming Basics with C#" introduces the readers with writing programming code at a beginners level (basic coding skills), working with development environment (IDE), using variables and data, operators and expressions, working with the console (reading input data and printing output), using conditional statements (if, if-else, switch-case), loops (for, while, do-while, foreach) and methods (declaring and calling methods, passing parameters and returning values), as well as algorithmic thinking and solving practical programming problems. This free coding book for beginners is written by a team of developers lead by Dr. Svetlin Nakov (https://nakov.com) who has 25+ years practical software development experience and 15+ years as software development trainer. The free book "Programming Basics with C#" is an official textbook for the "Programming Basics" classes at the Software University (SoftUni), used by tens of thousands of students at the start of their software development education. The book relies on the "explain by examples" and "learn by doing" approaches to learning the practical coding skills required to become a software engineer. Each chapter provides some concepts, explained as video lesson with lots of code examples, followed by practical exercises involving the use of the new concepts with online evaluation system (online judge). Learners watch the videos, try the sample code and solve the exercises, which come as part of each book chapter. Exercises are given in series with increasing complexity: from quite trivial, though little complicated to highly complicated, requiring more thinking and research in Internet. Most exercises come with detailed hints and guidelines about how to construct a correct solution. Download the free C# programming basics book (as PDF, ePub and Mobi formats), watch the video lessons and the live coding demos, solve the practical exercises and evaluate your solutions at the book official Web site: https://csharp-book.softuni.org. Tags: book, programming, free, computer programming, coding, writing code, programming basics, ebook, programming book, book programming, C#, CSharp, C# book, Visual Studio, .NET, tutorial, C# tutorial, video lessons, C# videos, programming videos, programming lessons, coding lessons, coding videos, programming concepts, data types, variables, operators, expressions, calculations, statements, console input and output, control-flow logic, program logic, conditional statements, nested conditions, loops, nested loops, methods, functions, method parameters, method return values, problem solving, practical exercises, practical coding, learn by examples, learn by doing, code examples, online judge system, Nakov, Svetlin Nakov, SoftUni, ISBN 978-619-00-0902-3, ISBN 9786190009023 Detailed Book Contents: Preface - about the book, scope, how to learn programming, how to become a developer, authors team, SoftUni, the online judge, forums and other resources Chapter 1. First Steps in Programming - writing simple commands, writing simple computer programs, runtime environments, the C# language, Visual Studio and other IDEs, creating a console program, writing computer programs in C# using Visual Studio, building a simple GUI and Web apps in Visual Studio Chapter 2.1. Simple Calculations - using the system console, reading and printing integers, using data types and variables, reading floating-point numbers, using arithmetic operations, concatenating text and numbers, using numerical expressions, exercises with simple calculations, creating a simple GUI app for converting currencies Chapter 2.2. Simple Calculations – Exam Problems - practical problems with console input / output and simple calculations, with solution guidelines, from programming basics exams Chapter 3.1. Simple Conditions - using simple conditional statements, comparing numbers, simple if-else conditions, variable scope, sequence of if-else conditions, using the debugger, practical exercises with simple conditions with solution guidelines Chapter 3.2. Simple Conditions – Exam Problems - practical problems with simple if-else conditions, with solution guidelines, from programming basics exams Chapter 4.1. More Complex Conditions - nested if conditions (if-else inside if-else), using the logical "OR", "AND" and "NOT" operators, using the switch-case conditional statements, building GUI app for visualizing a point in a rectangle, practical exercises with solution guidelines Chapter 4.2. More Complex Conditions – Exam Problems - practical problems with more complex if-else conditions and nested if conditions, with solution guidelines, from programming basics exams Chapter 5.1. Repetitions (Loops) - using simple for-loops, iterating over the numbers from 1 to n, reading and processing sequences of numbers from the console, using the for-loop code snipped in Visual Studio, many practical exercises with loops, with solution guidelines, summing numbers, finding min / max element, drawing with the "turtle graphics" in a GUI app Chapter 5.2. Loops – Exam Problems - practical problems with simple loops, with solution guidelines, from programming basics exams Chapter 6.1. Nested Loops - using nested loops (loops inside other loops), implementing more complex logic with loops and conditional statements, printing simple and more complex 2D figures on the console using nested loops, calculations and if conditions, practical exercises with nested loops with solution guidelines, building a simple Web app to draw ratings in Visual Studio using ASP.NET MVC Chapter 6.2. Nested Loops – Exam Problems - practical problems with nested loops and more complex logic, with solution guidelines, from programming basics exams Chapter 7.1. More Complex Loops - using for-loops with a step, loops with decreasing loop variable, using while loops, and do-while loops, solving non-trivial problems like calculating GCD (greatest common divisor) and finding the prime numbers in certain range, infinite loops with break inside, using simple try-catch statements to handle errors, building a simple Web based game using Visual Studio and ASP.NET MVC, practical exercises with more complex loops with solution guidelines Chapter 7.2. More Complex Loops – Exam Problems - practical problems with nested and more complex loops with non-trivial logic, with solution guidelines, from programming basics exams Chapter 8.1. Practical Exam Preparations – Part I - sample practical exam from the entrance exams at the Software University, with solution guidelines, covering 6 problems with simple calculations, with simple conditions, with more complex conditions, with a simple loop, with nested loops, with nested loops and more complex logic Chapter 8.2. Practical Exam Preparations – Part II - another sample practical exam from the entrance exams at the Software University, with solution guidelines, covering 6 problems with simple calculations, with simple conditions, with more complex conditions, with a simple loop, with nested loops, with nested loops and more complex logic Chapter 9.1. Problems for Champions – Part I - a sample set of more complex problems, requiring stronger algorithmic thinking and programming techniques, with solution guidelines Chapter 9.2. Problems for Champions – Part II - another set of more complex problems, requiring stronger algorithmic thinking and programming techniques, with solution guidelines Chapter 10. Methods - what is method, when to use methods, defining and calling methods (functions), passing parameters and returning values, returning multiple values, overloading methods, using nested methods (local functions), naming methods correctly, good practices for using methods Chapter 11. Tricks and Hacks - some special techniques, tricks and hacks for improving our performance with C# and Visual Studio: hints how to format the code, conventions an guidelines about naming the code elements, using keyboard shortcuts in VS, defining and using code snippets in VS, debugging code, using breakpoints and watches Conclusion - the skills of the software engineers, how to continue learning software development after this book (study software engineering in SoftUni, study in your own way), how to get learning resources and how many time it takes to become a skillful software engineer and start a job
Basics Of Linear Algebra For Machine Learning
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Author : Jason Brownlee
language : en
Publisher: Machine Learning Mastery
Release Date : 2018-01-24
Basics Of Linear Algebra For Machine Learning written by Jason Brownlee and has been published by Machine Learning Mastery this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-24 with Computers categories.
Linear algebra is a pillar of machine learning. You cannot develop a deep understanding and application of machine learning without it. In this laser-focused Ebook, you will finally cut through the equations, Greek letters, and confusion, and discover the topics in linear algebra that you need to know. Using clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover what linear algebra is, the importance of linear algebra to machine learning, vector, and matrix operations, matrix factorization, principal component analysis, and much more.
Programming Sound With Pure Data
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Author : Tony Hillerson
language : en
Publisher: The Pragmatic Programmers LLC
Release Date : 2014-01-27
Programming Sound With Pure Data written by Tony Hillerson and has been published by The Pragmatic Programmers LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-27 with Computers categories.
For intermediate programmers, beginning sound designers. Sound gives your native, web, or mobile apps that extra dimension, and it's essential for games. Rather than using canned samples from a sample library, learn how to build sounds from the ground up and produce them for web projects using the Pure Data programming language. Even better, you'll be able to integrate dynamic sound environments into your native apps or games--sound that reacts to the app, instead of sounding the same every time. Start your journey as a sound designer, and get the power to craft the sound you put into your digital experiences. Add sound effects or music to your web, Android, and iOS apps and games--sound that can react to changing environments or user input dynamically (at least in the native apps). You can do all this with Pure Data, a visual programming language for digital sound processing. Programming Sound with Pure Data introduces and explores Pure Data, building understanding of sound design concepts along the way. You'll start by learning Pure Data fundamentals and applying them, creating realistic sound effects. Then you'll see how to analyze sound and re-create what you hear in a recorded sample. You'll apply multiple synthesis methods to sound design problems. You'll finish with two chapters of real-world projects, one for the web, and one for an iOS and Android app. You'll design the sound, build the app, and integrate effects using the libpd library. Whether you've had some experience with sound synthesis, or are new to sound design, this book is for you. These techniques are perfect for independent developers, small shops specializing in apps or games, and developers interested in exploring musical apps.