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Code24Lab

Python Programming

The Big, Comprehensive Coding Workbook: 250+ Lessons on Python Basics, Data Analysis, Automation, Web Scraping and Machine Learning – Hands-On Labs with Full Solutions

  • 618pages
  • 254lessons
  • 12courses
  • 180exam questions
$14.99PDF · instant download
Free sample (36 pages)
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  • Download link by email — valid 12 months
  • Full solutions appendix included · PDF 5 MB

What's inside

Python Programming: 12 courses, 254 lessons, with a full solutions appendix.

Learn by doing. Every lesson starts with a clear goal and a short explanation with code examples, then gives you a lab: read the code or data in the worksheet, work out the result yourself, or write the code in your own editor. When you are done, check your answers against the solutions and hints in the appendix.

  • 12 complete courses, 254 lessons, 180 exam questions with answers
  • Labs with row and column labels – easy to follow
  • Tasks with exact solutions and hints in the appendix
  • All companies and data are fictional practice material

Every course is also available as an interactive course on code24lab.com.

Courses in this book

  • Python Foundations: Variables, Loops, Functions & Files
  • Python in Practice: OOP, Modules, Comprehensions & Testing
  • Python Mastery: Decorators, Generators, Async & Performance
  • Python Data Foundations: NumPy & Pandas Basics
  • Python Data Analysis: GroupBy, Merge, Time Series & Plots
  • Python Data Mastery: Performance, Pipelines & Advanced Pandas
  • Python Automation Foundations: Files, Excel, CSV & Email Tasks
  • Python Web Scraping & APIs: Requests, HTML Parsing & JSON
  • Python Mastery: FastAPI Services, Scheduling & Testing
  • Python Machine Learning Foundations: Data Prep & Regression
  • Python Machine Learning in Practice: Classification & Pipelines
  • Python Machine Learning Mastery: Ensembles, Tuning & Model Evaluation

Details

FormatPDF, US Letter (8.5 × 11 in)
LanguageEnglish
Pages618
SeriesThe Code24Lab Workbook, volume 1
AuthorBabala Özdemir
DeliveryInstant download after payment