O'Reilly - Intermediate Python

1. 01.Introduction/0101 Welcome to the Course.mp425.5MB
2. 01.Introduction/0102 Walking through the checklist of everything we need for this course.mp431.17MB
3. 02.Wordplay warm-up/0201 Problem solving for words in the English language that contain double letters.mp445.73MB
4. 02.Wordplay warm-up/0202 Problem solving for words in the English language that do not contain double letters.mp454.68MB
5. 02.Wordplay warm-up/0203 Problem solving for the English word that contains all vowels A, E, I, O and U.mp420.55MB
6. 02.Wordplay warm-up/0204 Problem solving using more than one solution method.mp4162.94MB
7. 03.Data structures, a practical intermediate introduction/0301 Reviewing container data structures we already know and love lists and dictionaries.mp442.55MB
8. 03.Data structures, a practical intermediate introduction/0302 Using Lists and Dictionaries to Find Novel Words in Shakespeare's Sonnets.mp458.63MB
9. 03.Data structures, a practical intermediate introduction/0303 An Introduction to Big O Notation and How to Analyze the Runtime Performance of Algorithms.mp464.77MB
10. 03.Data structures, a practical intermediate introduction/0304 Adding a new container data structure to our toolkit the set.mp433.96MB
11. 03.Data structures, a practical intermediate introduction/0305 Digging into the list comprehensions we've been using to put data from a file into lists and dictionaries.mp456.7MB
12. 03.Data structures, a practical intermediate introduction/0306 Synthesizing the material from this section in a new script to extract the words from a file containing all of Shakespeare's sonnets.mp475.49MB
13. 03.Data structures, a practical intermediate introduction/0307 Reviewing the data structures and concepts from this section.mp411.84MB
14. 04.Jeopardy database/0401 Introducing the Jeopardy project, which will give us practice interacting with databases in Python.mp428.85MB
15. 04.Jeopardy database/0402 Exploring our sqlite Jeopardy database interactively.mp426.9MB
16. 04.Jeopardy database/0403 Exploring using Python to Interact With a SQLite Database Interactively.mp456.5MB
17. 04.Jeopardy database/0404 Writing our First Script to Query a Database Jeopardy Categories.mp419.14MB
18. 04.Jeopardy database/0405 Writing a script to query the Jeopardy database for clues.mp435.37MB
19. 04.Jeopardy database/0406 Writing a script to query the Jeopardy database for the full set of categories for a game.mp465.32MB
20. 04.Jeopardy database/0407 Writing a script to query the Jeopardy database for clues for a particular category.mp431.24MB
21. 05.Plotting with Matplotlib/0501 Introducing the plotting project, which will give us practice using the popular Matplotlib plotting library.mp49.52MB
22. 05.Plotting with Matplotlib/0502 Exploring basic plotting interactively.mp423.39MB
23. 05.Plotting with Matplotlib/0503 Expanding on our basic plot in a script.mp417.28MB
24. 05.Plotting with Matplotlib/0504 Reading a script to plot the world population over time.mp433.13MB
25. 05.Plotting with Matplotlib/0505 Writing a script to plot life expectancies for men and women over time.mp455.38MB
26. 05.Plotting with Matplotlib/0506 Reading a script to plot a bar chart of letter frequencies in the US constitution.mp489.15MB
27. 06.Scraping the NASA Astronomy Picture of the Day Website/0601 Introducing the APOD project, which will give us practice with web scraping.mp415.04MB
28. 06.Scraping the NASA Astronomy Picture of the Day Website/0602 Planning out our APOD scraping script.mp432.7MB
29. 06.Scraping the NASA Astronomy Picture of the Day Website/0603 Implementing a basic scraper fetching web resources with urllib.mp425.28MB
30. 06.Scraping the NASA Astronomy Picture of the Day Website/0604 Implementing a basic scraper processing HTML with BeautifulSoup.mp442.06MB
31. 06.Scraping the NASA Astronomy Picture of the Day Website/0605 Finishing our basic scraper part 1.mp4152.52MB
32. 06.Scraping the NASA Astronomy Picture of the Day Website/0605 Finishing our basic scraper part 2.mp419.87MB
33. 06.Scraping the NASA Astronomy Picture of the Day Website/0606 Generalizing our scraper.mp4118.27MB
34. 06.Scraping the NASA Astronomy Picture of the Day Website/0607 Conclusion.mp416.93MB
35. Material and exercises/Unit3/sonnets/sonnets.py299B