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31 October, 2020

Python Programming: A Step By Step Guide from Beginner to Advanced (Beginner & Advanced)

MrExcel LX The Holy Grail of Excel Tips

MrExcel LX The Holy Grail of Excel Tips

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Author(s): Jelen, Bill;

Publisher: Independent Publishers Group, Year: 2019

Description:
These are the 125 essential tips that all Excel users need to know. MrExcel LX provides users with a concise book that can be absorbed in under two hours. Includes a section with keyboard shortcuts. Anyone who uses Excel will be able to turn to any page and pick up tips that will save them hours of work.
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Coding Interview, 1000 Questions & Answers: Including Examination of C#, C++, HTML, CSS, JQuery, JavaScript, JAVA, Linux, PHP, MySQL, Python, Visual Basic Courses

30 October, 2020

Python: Learn Python in One Week

Foundations of Deep Reinforcement Learning: Theory and Practice in Python

 

Foundations of Deep Reinforcement Learning: Theory and Practice in Python

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Author(s): Graesser, Laura;Keng, Wah Loon

Series: Addison-Wesley data and analytics series

Publisher: Addison-Wesley Professional, Year: 2020;2019

Description:

The Contemporary Introduction to Deep Reinforcement Learning that Combines Theory and Practice

Deep reinforcement learning (deep RL) combines deep learning and reinforcement learning, in which artificial agents learn to solve sequential decision-making problems. In the past decade deep RL has achieved remarkable results on a range of problems, from single and multiplayer gamessuch as Go, Atari games, and DotA 2to robotics.

Foundations of Deep Reinforcement Learning is an introduction to deep RL that uniquely combines both theory and implementation. It starts with intuition, then carefully explains the theory of deep RL algorithms, discusses implementations in its companion software library SLM Lab, and finishes with the practical details of getting deep RL to work.

This guide is ideal for both computer science students and software engineers who are familiar with basic machine learning concepts and have a working understanding of Python.

  • Understand each key aspect of a deep RL problem
  • Explore policy- and value-based algorithms, including REINFORCE, SARSA, DQN, Double DQN, and Prioritized Experience Replay (PER)
  • Delve into combined algorithms, including Actor-Critic and Proximal Policy Optimization (PPO)
  • Understand how algorithms can be parallelized synchronously and asynchronously
  • Run algorithms in SLM Lab and learn the practical implementation details for getting deep RL to work
  • Explore algorithm benchmark results with tuned hyperparameters
  • Understand how deep RL environments are designed

Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

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Python Data Analysis for Newbies: Numpy/pandas/matplotlib/scikit-learn/keras

29 October, 2020

Hacking: 3 Books in 1: A Beginners Guide for Hackers (How to Hack Websites, Smartphones, Wireless Networks) + Linux Basic for Hackers (Command line and all the essentials) + Hacking with Kali Linux

VBA Automation for Excel 2019 Cookbook: Solutions to automate routine tasks and increase productivity with Excel

 

VBA Automation for Excel 2019 Cookbook: Solutions to automate routine tasks and increase productivity with Excel

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Author(s): Van Niekerk, Mike

Series: VBA Automation for Excel 2019 Cookbook

Publisher: Published by Packt Publishing Ltd., Year: 2020

Description:
A comprehensive guide to gaining a 360-degree overview of the VBA programming language and learning how to build your own programs for automating routine tasks
Key Features

Extend the capabilities of Excel and other Office applications with the help of Microsoft VBA
Take your Excel programming skills to the next level by creating custom applications with dialogue boxes and the range object
Automate repetitive and monotonous office work with VBA Excel programming

Book Description

Visual Basic for Applications (VBA) is a programming language developed by Microsoft to automate tasks in MS Office applications. This book will help you to focus on the essential aspects of your role by automating mundane tasks in Excel and other Office applications. With comprehensive coverage of VBA delivered in the form of practice problems and bite-sized recipes, this book will help you to hit the ground running.

Unlike most books that assume prior programming experience, this book starts with the fundamentals and gradually progresses to solving bigger problems.

You’ll start by becoming familiar with VBA so that you can start recording macros right away. With this foundation in place, you’ll advance to using the full capabilities of the language as you apply loops, functions, and custom dialog boxes to design your own automation programs. You'll also get to grips with embedded macros and other advanced tools to enhance productivity and explore topics relating to app performance and security. Throughout this VBA book, you’ll cover multiple practice projects in Excel, Word, and PowerPoint while exploring tips and best practices to hone your skills.

By the end of this book, you’ll have developed the skills you need to use VBA to create your own programs that control MS Office applications.
What you will learn

Understand the VBA programming language’s role in the context of the MS Office suite
Discover various aspects of VBA programming such as its terminology, syntax, procedures, functions, and forms
Investigate the elements, features, and characteristics of the VBA Editor to write and edit custom scripts
Automate Excel sheets with the help of ranges
Explore error handling and debugging techniques to catch bugs in your programs
Create and use custom dialog boxes to collect data from users
Customize and extend Office apps such as Excel, PowerPoint, and Word

Who this book is for

This book is for experienced Excel users, business analysts, finance professionals, and business users looking to boost their productivity by learning VBA programming to automate repetitive, tedious, or complex tasks. No prior programming experience is required to get started with this book.
Table of Contents

Getting Started with VBA
Working with the VBA Editor
The VBA Object Model
Working with Procedures
Next Level Recording
VBA Language Elements
Working with Ranges
Using Functions
Implementing Program Flow
Implementing Automation
Handling Errors
Debugging
Creating and Modifying Dialog Boxes
Creating UserForms
UserForm Controls
Creating Custom Functions
Creating Word Documents with Excel VBA
Working with PowerPoint in Excel VBA
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PYTHON 3 WEB DEVELOPMENT

 

PYTHON 3 WEB DEVELOPMENT

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Book Description: Build your own Python web applications from scratch. Follow the examples to create a number of different Python-based web applications, including a task list, book database, and wiki application. Have the freedom to make your site your own without having to learn another framework. Beginner’s Guide Series: practical examples will make it easier for you to get going quickly.
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28 October, 2020

[Free Ebook]Learning Scientific Programming with Python

[Free Ebook]Learning Scientific Programming with Python

Author(s): Christian Hill

Publisher: Cambridge University Press, Year: 2020

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Description:
Learn to master basic programming tasks from scratch with real-life, scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to gain proficiency quickly. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving on to the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualization, this textbook also discusses the use of Jupyter Notebooks to build rich-media, shareable documents for scientific analysis. The second edition features a new chapter on data analysis with the pandas library and comprehensive updates, and new exercises and examples. A final chapter introduces more advanced topics such as floating-point precision and algorithm stability, and extensive online resources support further study. This textbook represents a targeted package for students requiring a solid foundation in Python programming.
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Python Feature Engineering Cookbook: Over 70 Recipes for Creating, Engineering, and Transforming Features to Build Machine Learning Models

Python Feature Engineering Cookbook: Over 70 Recipes for Creating, Engineering, and Transforming Features to Build Machine Learning Models

Author(s): Soledad Galli

Publisher: Packt Publishing Ltd, Year: 2020

ISBN: 9781789806311

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Description:
Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn libraries

Key Features-:
Discover solutions for feature generation, feature extraction, and feature selection Uncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasets Implement modern feature extraction techniques using Python's pandas, scikit-learn, SciPy and NumPy libraries Book Description

Feature engineering is invaluable for developing and enriching your machine learning models. In this cookbook, you will work with the best tools to streamline your feature engineering pipelines and techniques and simplify and improve the quality of your code.

Using Python libraries such as pandas, scikit-learn, Featuretools, and Feature-engine, you’ll learn how to work with both continuous and discrete datasets and be able to transform features from unstructured datasets. You will develop the skills necessary to select the best features as well as the most suitable extraction techniques. This book will cover Python recipes that will help you automate feature engineering to simplify complex processes. You’ll also get to grips with different feature engineering strategies, such as the box-cox transform, power transform, and log transform across machine learning, reinforcement learning, and natural language processing (NLP) domains.

By the end of this book, you’ll have discovered tips and practical solutions to all of your feature engineering problems.
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Coding in Python : A Comprehensive Beginners Guide to Learn the Realms of Coding in Python

Coding in Python : A Comprehensive Beginners Guide to Learn the Realms of Coding in Python

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Author(s): Matthews, Robert C.

Year: 2020



Data Engineering with Python

Create Graphical User Interfaces with Python

Create Graphical User Interfaces with Python

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Add buttons, boxes, pictures and colours and more to your Python programs using the guizero library, which is quick, accessible, and understandable for all.

This 156-page book is suitable for everyone, from beginners to experienced Python programmers who want to explore graphical user interfaces (GUIs).

There are ten fun projects for you to create, including a painting program, an emoji match game, and a stop-motion animation creator.

  • Create games and fun Python programs
  • Learn how to create your own graphical user interfaces
  • Use windows, text boxes, buttons, images, and more
  • Learn about event-based programming
  • Explore good (and bad) user interface design
Cover of Create Graphical User Interfaces with Python







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27 October, 2020

Machine Learning with Python: A Step by Step Guide for Absolute Beginners to Program Artificial Intelligence with Python. Neural Networks and Data Science from Pre-Processing to Deep Learning

PYTHON CODING EXERCISES: CODING FOR BEGINNERS

  PYTHON CODING EXERCISES: CODING FOR BEGINNERS

Author(s): TAM, JP

Year: 2020

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26 October, 2020

EXCEL 2020 EXPLAINED: A Well-Explained Guide to Master Microsoft Excel Functions and Formulas from Beginner to Expert Level

EXCEL 2020 EXPLAINED: A Well-Explained Guide to Master Microsoft Excel Functions and Formulas from Beginner to Expert Level


Author(s): Baddey, Aaron

Year: 2020

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Description:
Are you are just starting out as an excel novice?
Are you an expert but looking for means to upgrade your skills in Excel?
Are you a business man or individual willing to learn excel from basic to advanced?
Are you looking for a “step-by-step” guide to learn the basic functions and formulas of Excel?
Do you want to learn the tips, tricks and shortcuts that will make you more productive in excel?

If you belong to any of these categories or otherwise, then this book is for you!
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Python penetration testing essentials: employ the power of Python to get the best out of pentesting

25 October, 2020

PYTHON PROGRAMMING: The Ultimate Expert Guide: Advanced Features, Object-Oriented Programming, Data Analysis, Artificial Intelligence and Machine Learning with Python

24 October, 2020

COMPUTER PROGRAMMING 4 Books In 1: Data Science, Hacking with Kali Linux, Computer Networking for Beginners, Python Programming