Hands On Python And Cntk
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Hands On Python And Cntk
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Author : Sarful Hassan
language : en
Publisher: Independently Published
Release Date : 2025-03-13
Hands On Python And Cntk written by Sarful Hassan and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-13 with Computers categories.
Are you looking to master deep learning, artificial intelligence (AI), and Python programming? "Hands-On Python and CNTK: A Practical Guide to Deep Learning and AI Development" is the perfect resource for developers, machine learning enthusiasts, and data scientists who want to build AI applications using Microsoft's Cognitive Toolkit (CNTK). This practical guide will walk you through every step of the process, from setting up CNTK to developing powerful deep learning models. Whether you're a beginner or an experienced developer, this book will give you the hands-on experience you need to start creating cutting-edge AI models with Python and CNTK. Key Highlights: Deep Learning with Python and CNTK: Master Python programming and learn how to use CNTK for building neural networks and deep learning applications. Hands-on Deep Learning Projects: Work on real-world projects such as image classification, speech recognition, and time series forecasting using Python, CNTK, and deep learning techniques. Neural Networks and GPU Acceleration: Build efficient neural networks and speed up training using GPU acceleration for high-performance computation in deep learning. Advanced AI Techniques: Dive into advanced topics like convolutional neural networks (CNNs) for image classification, recurrent neural networks (RNNs) for NLP, and reinforcement learning for predictive modeling. Optimize Deep Learning Models: Learn advanced optimization techniques, including hyperparameter tuning, early stopping, model checkpoints, and how to deploy scalable AI models. CNTK for Scalable AI Solutions: Utilize CNTK's parallelization features for large-scale model training and explore the world of distributed training. Why Should You Read This Book? Comprehensive Guide: Gain a deep understanding of deep learning, from the basics of Python programming to advanced AI model development with CNTK. Practical Approach: This hands-on book is packed with exercises, Python code examples, and projects that will help you apply what you learn immediately. Build Real-World AI Applications: Apply deep learning to real-world tasks like speech recognition, image classification, NLP, forecasting, and more. Optimized for Performance: Learn to work with GPU acceleration and parallelized training to build fast, scalable models. Unlock the Power of CNTK: Learn how to leverage Microsoft CNTK to accelerate your AI projects, ensuring high efficiency and performance. Topics Covered: Introduction to CNTK and Python for deep learning Understanding neural networks and how they work Building custom layers, activation functions, and loss functions Working with advanced models like CNNs and RNNs Implementing reinforcement learning and transfer learning Optimizing AI models for better performance Using GPU acceleration for faster training If you're ready to start building AI applications and solve real-world problems using deep learning, this book is the perfect companion. Whether you're interested in image recognition, speech analysis, or reinforcement learning, Hands-On Python and CNTK is the only resource you need to become an expert in AI development and machine learning.
Hands On Python Deep Learning For The Web
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Author : Anubhav Singh
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-05-15
Hands On Python Deep Learning For The Web written by Anubhav Singh 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 2020-05-15 with Computers categories.
Use the power of deep learning with Python to build and deploy intelligent web applications Key FeaturesCreate next-generation intelligent web applications using Python libraries such as Flask and DjangoImplement deep learning algorithms and techniques for performing smart web automationIntegrate neural network architectures to create powerful full-stack web applicationsBook Description When used effectively, deep learning techniques can help you develop intelligent web apps. In this book, you'll cover the latest tools and technological practices that are being used to implement deep learning in web development using Python. Starting with the fundamentals of machine learning, you'll focus on DL and the basics of neural networks, including common variants such as convolutional neural networks (CNNs). You'll learn how to integrate them into websites with the frontends of different standard web tech stacks. The book then helps you gain practical experience of developing a deep learning-enabled web app using Python libraries such as Django and Flask by creating RESTful APIs for custom models. Later, you'll explore how to set up a cloud environment for deep learning-based web deployments on Google Cloud and Amazon Web Services (AWS). Next, you'll learn how to use Microsoft's intelligent Emotion API, which can detect a person's emotions through a picture of their face. You'll also get to grips with deploying real-world websites, in addition to learning how to secure websites using reCAPTCHA and Cloudflare. Finally, you'll use NLP to integrate a voice UX through Dialogflow on your web pages. By the end of this book, you'll have learned how to deploy intelligent web apps and websites with the help of effective tools and practices. What you will learnExplore deep learning models and implement them in your browserDesign a smart web-based client using Django and FlaskWork with different Python-based APIs for performing deep learning tasksImplement popular neural network models with TensorFlow.jsDesign and build deep web services on the cloud using deep learningGet familiar with the standard workflow of taking deep learning models into productionWho this book is for This deep learning book is for data scientists, machine learning practitioners, and deep learning engineers who are looking to perform deep learning techniques and methodologies on the web. You will also find this book useful if you’re a web developer who wants to implement smart techniques in the browser to make it more interactive. Working knowledge of the Python programming language and basic machine learning techniques will be beneficial.
Python For Programmers
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Author : Paul Deitel
language : en
Publisher: Prentice Hall
Release Date : 2019-03-15
Python For Programmers written by Paul Deitel and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-15 with Computers categories.
The professional programmer’s Deitel® guide to Python® with introductory artificial intelligence case studies Written for programmers with a background in another high-level language, Python for Programmers uses hands-on instruction to teach today’s most compelling, leading-edge computing technologies and programming in Python–one of the world’s most popular and fastest-growing languages. Please read the Table of Contents diagram inside the front cover and the Preface for more details. In the context of 500+, real-world examples ranging from individual snippets to 40 large scripts and full implementation case studies, you’ll use the interactive IPython interpreter with code in Jupyter Notebooks to quickly master the latest Python coding idioms. After covering Python Chapters 1-5 and a few key parts of Chapters 6-7, you’ll be able to handle significant portions of the hands-on introductory AI case studies in Chapters 11-16, which are loaded with cool, powerful, contemporary examples. These include natural language processing, data mining Twitter® for sentiment analysis, cognitive computing with IBM® WatsonTM, supervised machine learning with classification and regression, unsupervised machine learning with clustering, computer vision through deep learning and convolutional neural networks, deep learning with recurrent neural networks, big data with Hadoop®, SparkTM and NoSQL databases, the Internet of Things and more. You’ll also work directly or indirectly with cloud-based services, including Twitter, Google TranslateTM, IBM Watson, Microsoft® Azure®, OpenMapQuest, PubNub and more. Features 500+ hands-on, real-world, live-code examples from snippets to case studies IPython + code in Jupyter® Notebooks Library-focused: Uses Python Standard Library and data science libraries to accomplish significant tasks with minimal code Rich Python coverage: Control statements, functions, strings, files, JSON serialization, CSV, exceptions Procedural, functional-style and object-oriented programming Collections: Lists, tuples, dictionaries, sets, NumPy arrays, pandas Series & DataFrames Static, dynamic and interactive visualizations Data experiences with real-world datasets and data sources Intro to Data Science sections: AI, basic stats, simulation, animation, random variables, data wrangling, regression AI, big data and cloud data science case studies: NLP, data mining Twitter®, IBM® WatsonTM, machine learning, deep learning, computer vision, Hadoop®, SparkTM, NoSQL, IoT Open-source libraries: NumPy, pandas, Matplotlib, Seaborn, Folium, SciPy, NLTK, TextBlob, spaCy, Textatistic, Tweepy, scikit-learn®, Keras and more Accompanying code examples are available here: http://ptgmedia.pearsoncmg.com/imprint_downloads/informit/bookreg/9780135224335/9780135224335_examples.zip. Register your product for convenient access to downloads, updates, and/or corrections as they become available. See inside book for more information.
Learn Python Quickly
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Author : Richard Johnson
language : en
Publisher: Richard Johnson
Release Date : 2021-04-14
Learn Python Quickly written by Richard Johnson and has been published by Richard Johnson this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-14 with categories.
★55% OFF for Bookstores! NOW at $33.95 instead of $44.95!★ 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
Python Programming For Beginners
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Author : Mike Kernell
language : en
Publisher:
Release Date : 2022-08-03
Python Programming For Beginners written by Mike Kernell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-03 with Computers categories.
What is the point of learning Python if you're just starting out? What does Python have in store for you, exactly? Python is an object-oriented programming language that is high-level and has built-in data structures and dynamic semantics. It supports various programming paradigms, including structures, object-oriented programming, and functional programming, among others. Python provides several distinct modules and bundles, which enables program modularity and code reuse to be accomplished. This book is based on Mike Kernell's Python in Object-Oriented Programming. On the other hand, this book is not only a translation of those other works into Python. To adapt the material for this book, we have drastically altered the arrangement and substance of the book, as shown in the following diagram: To use the Python capabilities, the code base has been completely rebuilt. In addition, it contains comprehensive Python codes. Each chapter in this book is designed to provide a pedagogical approach that begins with the fundamentals of Python programming and an introduction to object-oriented programming. New and improved examples assist beginners in putting theory into practice. In addition, we include core concepts like operator overloading, encapsulation, and polymorphism. The book's main body covers the most critical object-oriented principles employed in Python. Concluding with a discussion on the game programming projects. Python data structures and procedures, object-oriented programming, and sort algorithms are all taught in detail in this book without the need for you to spend a lot of time learning computer science theory as you would otherwise. If you're new to Python, this book is an excellent location to begin your learning process. Additionally, you'll get hands-on experience with Programming language game development projects throughout this course. When you blend work with play, you will be able to remember more of what you've learned in the long run. The book is a fantastic resource for those new to the topic of study. This book takes you by the hand and walks you through the process of learning to code in Python, covering topics such as: What is Python, and how does it work? Python Data Types Creating Interactive Projects File Handling in Python Gaming Projects in Python Object-Oriented Programming Data Structures Python Data Types ...and much more!! Designed as an ultimate guide, this book will serve as a comprehensive, step-by-step guidebook that will assist you in learning and experiencing Python in a relaxed and steady manner. So, hurry up and get your hands on a copy before they sell out completely!
Introduction To Python Programming Learn Coding With Hands On Projects For Beginners
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Author : Kiet Huynh
language : en
Publisher: Independently Published
Release Date : 2023-08-06
Introduction To Python Programming Learn Coding With Hands On Projects For Beginners written by Kiet Huynh and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-06 with categories.
Welcome to the exciting world of Python programming! "Introduction to Python Programming: Learn Coding with Hands-On Projects for Beginners" is your gateway to the fascinating realm of coding. Whether you're a curious novice or a tech enthusiast, this book is designed to ignite your passion for coding with Python. Embark on an interactive learning journey as we demystify the Python language and its applications through engaging hands-on projects. From basic syntax to advanced concepts, you'll discover the power and versatility of Python while honing your coding skills. Through real-world examples and step-by-step guidance, you'll unravel the secrets of Python's simplicity and effectiveness. Unleash your creativity as you build practical projects and witness your code come to life. Whether you dream of developing web applications, diving into data science, or exploring artificial intelligence, Python is your ultimate ally. Are you ready to embrace the art of programming and unlock endless possibilities? Let's dive in and make coding magic happen!
Python Programming
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Author : Clive Campbell
language : en
Publisher:
Release Date : 2020-12-23
Python Programming written by Clive Campbell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-23 with Computers categories.
You Are About To Discover Why Python Is The Preferred Programming Language In Computer Science, Big Data, Machine Learning, Artificial Intelligence And Other Advanced Computing Stuff, Including How To Actually Use Python In These Fields Of Computing! Python is the primary programming language for advanced computing concepts ranging from machine learning, big data, data analytics, artificial intelligence and many others. And with these concepts slowly becoming mainstream, it makes sense that you have an above average understanding of how to use python to take advantage of such concepts like automation, robotics, data analytics, data science, machine learning and others. So where do you start? What exactly do you need to learn? What's the place of python in big data, artificial intelligence, data science, machine learning, analytics etc.? How do you bring out your A game as a python professional in each of these concepts? If you have these and other related questions, this book is specially written for you, covering everything from basic to advanced stuff that will give you an above average understanding of using python for advanced computing. More precisely, the book covers: Why python is the most preferred programming language for advanced computing stuff like data analysis, big data, deep learning, machine learning, artificial intelligence and more How to handle object-oriented programming and why it is the best kind to handle data analysis. How to perform data analysis, step by step How all the advanced computing concepts like machine learning, deep learning, artificial intelligence and others relate and how python is at the center of it all The best python libraries to use for advanced computing, including sample codes you can write with these libraries How to handle different machine learning algorithms by leveraging the power of python to analyze any data you want Powerful tips and tricks that you can use to handle any problems in code, as they come And MUCH MORE! Indeed; python is powerful, scalable, easy to use and much more, which are important ingredients for unleashing the full capabilities of advanced computing concepts like machine learning, deep learning, artificial intelligence, data science, data analytics and much more. And with the help of this hands on, practical and easy to follow guide to using python for advanced computing, you can rest assured that you will start seeing the fruits of your labor soon! Whether you want to learn python for advanced computing to give your business a competitive edge or want to learn python for advanced computing to add a new skill and possibly climb up the corporate ladder, this book has easy to follow steps to help you throughout the process. Don't wait...Click Buy Now With 1-Click or Buy Now to get started!
Hands On Python
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Author : Brian Jenkins
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2018-07-28
Hands On Python written by Brian Jenkins and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-28 with categories.
If you are looking for a complete beginners guide to learn Python programming with examples, in just a few hours, this book is for you ***** Second Edition-2018-Limited Time Offer! (Will soon return to $17 + Special Offer Below) ***** Free Kindle eBook for customers who purchase the print book from Amazon Python Programming for Absolute Beginners Learn Programming with Python, step-by-step in few hours. Why Learn Python? Python is a general-purpose language, which means it can be used to build just about anything, which will be made easy with the right tools/libraries. Python is one of the over 1000 computer programming languages that are known today. Python has also grown tremendously to become one of the leading programming languages. People have liked it for its syntax and semantics which are easy for one to grasp, even those without a background in computer programming. Due to this, Python is taught to juniors in many schools worldwide. Python is also cross-platform, meaning that one can code in Python from various operating systems. Professionally, Python is great for backend web development, data analysis, artificial intelligence, and scientific computing. People, companies and institutions have used Python to develop different applications including web applications, game applications, desktop applications etc. The popularity of Python also continues to rise every day. Why this Book is different? This book explores every aspect of Python programming language. This book may be the best one for an absolute beginner, it's a step by step guide for any person who wants to start learning Python programming from scratch. It will help you in preparing a solid computer programming foundation and learn any other coding language will be easy to you. Book Objectives The author wrote this book with the goal of helping the readers learn every aspect of Python programming. The book will help you: Know more about computer programming and how to get started with Python programming language. Understand the various features of Python programming language and appreciate its power. Transition from a programming beginner to an expert. Target Users The book designed for a variety of target audiences. The most suitable users would include: Newbies in computer programming and Python Programming Professionals in computer programming and software applications development Professors, lecturers or tutors who are looking to find better ways to explain the content to their students in the simplest and easiest way Students and academicians, especially those focusing on computer programming and software development! Is this book for me? If you want to learn computer programming with Python, this book is for you. Experience in computer programming is not required. If this is the first time for you to hear about computer programming, this book is the best for you. What's Inside this Book? Getting Started with Python Basic Python Syntax Python Variables Python Data Types Control Statements Python Functions Python Loops Python Classes and Objects Exception Handling Python Modules File Handling Tkinter Python Operators Accessing MySQL Databases Download your copy today! Python, Python3, learn python, learn python3, python crash course, python for beginners, python machine learning, deep learning, python for data analysis, python tricks, python programming for beginners, python cookbook, python book, python language, python examples, python tutorial
Kickstart Python Programming Fundamentals
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Author : Jit Sinha
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2025-06-24
Kickstart Python Programming Fundamentals written by Jit Sinha and has been published by Orange Education Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-24 with Computers categories.
TAGLINE Keep Calm and Let Us Tame the Python. KEY FEATURES ● Beginner-friendly with clear examples and no prior coding needed. ● Step-by-step projects from basics to real-world applications. ● Hands-on learning with flowcharts, functions, and data tools. DESCRIPTION Python is more than a programming language—it’s a career catalyst. Whether you're aiming to future-proof your skills, automate everyday tasks, or break into tech, Python is the gateway. Kickstart Python Programming Fundamentals is your launchpad, built specifically for absolute beginners, freshers, students, and professionals with no coding background. With crystal-clear explanations, real-world examples, and zero jargon, this book makes programming accessible, engaging, and fun. You’ll start by writing your first Python program and gradually master essential concepts like variables, loops, functions, and data structures. From there, you'll progress to object-oriented programming, file handling, working with databases, and even get a taste of AI and data analysis. Each chapter includes hands-on exercises and mini-projects to solidify your learning. By the end, you'll not only understand Python—you’ll be building real-world solutions, building a project portfolio, and ready to take on academic, personal, or professional challenges. The future is coded—start your journey today and don’t get left behind. WHAT WILL YOU LEARN ● Write and run your first Python programs with confidence. ● Understand and use variables, data types, and Python syntax. ● Build logic-driven programs using loops and conditionals. ● Create clean, reusable code with functions and parameters. ● Organize and manipulate data using lists, dictionaries, tuples, and sets. ● Read and write files, handle errors, and explore basic AI concepts. ● Apply your skills in real-world projects and coding challenges. WHO IS THIS BOOK FOR? This book is for absolute beginners, including students, fresh graduates, hobbyists, career switchers, and professionals from non-technical backgrounds. Whether you're a complete novice, a fresher with no coding experience, or simply curious about programming, this book offers a clear, hands-on path to start your journey with Python—no prior knowledge required. TABLE OF CONTENTS 1. Beginning with Python 2. Introduction to Algorithms and Flowcharts 3. Basic Python 4. Making Choices and Repeating Actions 5. Creating Functions 6. Organizing Data 7. Understanding OOP in Python 8. Using Modules and Packages 9. Error Handling 10. File Handling and String Manipulation 11. Dates and Times 12. Working with JSON and XML 13. Math in Python 14. Managing Packages with PIP 15. Building Web Apps 16. Python and Databases 17. Analyzing Data 18. Python in Artificial Intelligence 19. Conclusion and Next Steps 20. Real-World Project Index
Python Code Hunt Beginners Play Book
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Author : Dr. Kalaiselvi S N
language : en
Publisher: One to One Publications
Release Date : 2025-03-20
Python Code Hunt Beginners Play Book written by Dr. Kalaiselvi S N and has been published by One to One Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-20 with Computers categories.
Programming is a process that involves creation, problemsolving, and discovery. PYTHON CODE HUNT: BEGINNERS PLAYBOOK is a fun, engaging, and hands-on primer to the fundamentals of coding for anyone starting their Python adventure. Python is the ideal language for novices because of its ease of use and readability. Beyond the grammar, though, this playbook encourages you to think like a programmer—inquisitive, resourceful, and fearless in the face of difficulty. As you work through coding challenges and investigate practical applications, each chapter is designed to pique your interest, boost your self-esteem, and stimulate your imagination. As the name suggests, this is not just a book; it’s a hunt. Every exercise and project is a step towards unlocking the treasures of programming knowledge. Whether you’re writing your first lines of code or solving your first algorithmic riddle, this playbook is designed to make learning Python an engaging and rewarding experience. With a combination of theory, examples, and hands-on challenges, this book will guide you through the essentials of Python from variables and loops to functions and debugging. It ensures you not only understand the "how" but also the "why" behind the code.