Learn Python In A Weekend
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Learn Python in a Weekend
LEARN PYTHON IN THE FASTEST AND EASIEST WAY Learn Python in a weekend offers you a learning method that will allow you to learn Python in a short period of time, specifically in a weekend!Our experience has demonstrated us that the best way to learn is to do it while having fun and with a methodology that will teach you progressively all the concepts you need to know.In the first part of the book you will find an explanation of the programming language along with an introduction to the programming environment.In the second part of the book you will find a total of 100 exercises of progressive difficulty in which, in addition to guiding you step by step, we explain all the theoretical concepts of programming that you need to know to be able to carry them out. The book contains downloadable material! INDEX 1. Introduction2.- What do I need to start?3.- Learning process4.- Python5.- Development environment6.- Handling of messages on the screen7.- Use of basic data types8.- Control of the flow of a program9.- Loops10.- Project 111.- Functions12.- Project 213.- Basic object-oriented programming14.- Project 315.- Advanced object-oriented programming16.- Working with files17.- Exception control18.- Project 419.- Final Project20.- Annexes
Mastering Machine Learning with Python in Six Steps
Explore fundamental to advanced Python 3 topics in six steps, all designed to make you a worthy practitioner. This updated version’s approach is based on the “six degrees of separation” theory, which states that everyone and everything is a maximum of six steps away and presents each topic in two parts: theoretical concepts and practical implementation using suitable Python 3 packages. You’ll start with the fundamentals of Python 3 programming language, machine learning history, evolution, and the system development frameworks. Key data mining/analysis concepts, such as exploratory analysis, feature dimension reduction, regressions, time series forecasting and their efficient implementation in Scikit-learn are covered as well. You’ll also learn commonly used model diagnostic and tuning techniques. These include optimal probability cutoff point for class creation, variance, bias, bagging, boosting, ensemble voting, grid search, random search, Bayesian optimization, and the noise reduction technique for IoT data. Finally, you’ll review advanced text mining techniques, recommender systems, neural networks, deep learning, reinforcement learning techniques and their implementation. All the code presented in the book will be available in the form of iPython notebooks to enable you to try out these examples and extend them to your advantage. What You'll Learn Understand machine learning development and frameworks Assess model diagnosis and tuning in machine learning Examine text mining, natuarl language processing (NLP), and recommender systems Review reinforcement learning and CNN Who This Book Is For Python developers, data engineers, and machine learning engineers looking to expand their knowledge or career into machine learning area.
LEARN PYTHON PROGRAMMING FAST
Author: Maxim Brooks
language: en
Publisher: Oladosun Mopelola Opeyemi
Release Date: 2025-05-26
Finally, a Python Guide That Makes Sense! Go From Zero to Coding Hero Without the Headache! Are you fascinated by the power of Python but worried it's too complicated to learn? Have you tried other resources that left you feeling confused and frustrated? Do you wish there was a straightforward, step-by-step guide that actually makes learning Python enjoyable and accessible? Your search ends here! "LEARN PYTHON PROGRAMMING FAST: A Step-by-Step Guide for Absolute Beginners" is specifically designed to take you from complete novice to confident Python programmer – without the technical overwhelm. This isn't just another dry programming manual. Inside, you'll find a friendly, encouraging approach that breaks down even the most fundamental concepts into easy-to-digest lessons. You'll solidify your understanding with practical exercises at the end of every chapter, ensuring that learning sticks. Inside This Comprehensive Beginner's Guide, You'll Master: Setting up your Python environment quickly and easily. Understanding the core building blocks of Python: variables, data types, and operators. Working with text (strings) like a pro. Making your programs smart with conditional statements. Automating tasks with powerful loops. Organizing and managing data using lists and dictionaries. Writing efficient and reusable code with functions. Handling errors gracefully so your programs don't crash. Basic file operations to interact with your system. Leveraging Python's built-in tools with modules. And much more, all explained in a way that just clicks! Stop feeling intimidated by code. "LEARN PYTHON PROGRAMMING FAST" is your trusted companion on the journey to Python mastery. Each chapter concludes with exercises designed to reinforce your learning and build practical skills. But that's not all! To accelerate your learning and provide ongoing support, you'll also receive these 3 value-packed bonuses: Python Cheat Sheet: Your quick reference guide to essential commands. Simple Debugging Strategies for Beginners: Master the art of finding and fixing errors. Common Python Errors and How to Fix Them: Be prepared for challenges and know how to overcome them. Ready to finally realize your coding potential and build real-world skills? Scroll up and click the "Buy Now" button today and claim these incredible bonuses to supercharge your Python journey!