𝔖 Scriptorium
✦   LIBER   ✦

πŸ“

Real-World Python: A Hacker's Guide to Solving Problems with Code

✍ Scribed by Lee Vaughan


Publisher
No Starch Press
Year
2020
Tongue
English
Leaves
361
Category
Library

⬇  Acquire This Volume

No coin nor oath required. For personal study only.

✦ Synopsis


A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code. You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how. Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more. You'll create complete, working programs and think through intriguing projects that show you how to: Save shipwrecked sailors with an algorithm designed to prove the existence of God Detect asteroids and comets moving against a starfield Program a sentry gun to shoot your enemies and spare your friends Select landing sites for a Mars probe using real NASA maps Send unbreakable messages based on a book code Survive a zombie outbreak using data science Discover exoplanets and alien megastructures orbiting distant stars Test the hypothesis that we're all living in a computer simulation And more! If you're tired of learning the bare essentials of Python Programming with isolated snippets of code, you'll relish the relevant and geeky fun of Real-World Python!


πŸ“œ SIMILAR VOLUMES


Real-World Python: A Hacker's Guide to S
✍ Lee Vaughan πŸ“‚ Library πŸ“… 2020 πŸ› No Starch Press 🌐 English

A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code. With its emphasis on project-based practice, Real World Python will take you from playing with syntax to writing complete programs in no time. You'll

The Python Workshop: Write Python code t
✍ Corey Wade, Mario Corchero Jimenez, Andrew Bird, Dr. Lau Cher Han, Graham Lee πŸ“‚ Library πŸ“… 2022 πŸ› Packt Publishing 🌐 English

<p><span>Gain proficiency, productivity, and power by working on projects and kick-starting your career in Python with this comprehensive, hands-on guide.</span></p><h4><span>Key Features</span></h4><ul><li><span><span>Understand and utilize Python syntax, objects, methods, and best practices</span>

Practical Machine Learning with Python:
✍ Dipanjan Sarkar, Raghav Bali, Tushar Sharma πŸ“‚ Library πŸ“… 2017 πŸ› Apress 🌐 English

<p>Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning.Β Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to be

Practical Machine Learning with Python:
✍ Dipanjan Sarkar, Raghav Bali, Tushar Sharma πŸ“‚ Library πŸ“… 2017 πŸ› Apress 🌐 English

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to becom

Practical machine learning with Python:
✍ Bali, Raghav;Sarkar, Dipanjan;Sharma, Tushar πŸ“‚ Library πŸ“… 2018 πŸ› Apress 🌐 English

Introduction -- Part 1. Understanding machine learning. Machine learning basics -- The Python machine learning ecosystem -- Part 2. The machine learning pipeline. Processing, wrangling, and visualizing data -- Feature engineering and selection -- Building, tuning, and deploying models -- Part 3. R