1. Introduction

  1. Introduction.vtt

  2.1 CourseMaterial.zip.zip

  3. Install required tools and Hello World.vtt

  4.1 What to do if Jupyter won't start.pdf.pdf

 10. Crawler

  1. Intro.vtt

  10. Challenge Crawl Multiple Pages.vtt

  11. Solution Crawl Multiple Pages.vtt

  13. Challenge Store Results as CSV.mp4

  14. Solution Store Results as CSV.mp4

  15. Open CSV File with Excel.html

  16. Generators.vtt

  17. Use Generators with a Crawler.vtt

  18. Install PyCharm and Make a Real Program from our Crawler.vtt

  19. Make a Real Program from our Crawler.mp4

  2. Excursus What is HTML.mp4

  3. Get HTML Code.mp4

  4. beautifulsoup.mp4

  5. Excursus CSS-Selectors 1.mp4

  6. Excursus CSS-Selectors 2.mp4

  7. Find Elements 1.mp4

  8. Find Elements 2.mp4

  9. Find Elements - urllib.mp4

 11. Exceptions

  1. Intro.vtt

  2. Exceptions.vtt

  3. Create Multiple and your own Exceptions.vtt

  4. The finally Construct.vtt

  5. The With Construct.vtt

  6.1 Leaflet - Exceptions.pdf.pdf

  8. [skip if solved] Sample solution Challenge Exceptions.mp4

 12. Data Structures in Python

  1. Overview What are Data Structures.vtt

  11. Challenge Priority Queue.mp4

  12. Check Your Solution Priority Queue.html

  13. Sample Solution Priority Queue.vtt

  14.1 MIT Lecture about Data Structures.html

  2. Data Structure Set.vtt

  3. Challenge Sets.vtt

  5. Sample Solution Sets.mp4

  6. Data Structures.html

  7. Sample Solution Quiz Data Structures.vtt

  8. Data Structure queue.vtt

  9. Data Structure priority queue.vtt

 13. Miscellaneous (1) - Functions Parameters and Sorting

  1. Intro.vtt

  10. Use Regular Expressions.vtt

  12. Sample Solution Functions Parameters and Lambda Functions.mp4

  2. Excursus name Functions Parameters.mp4

  3. Excursus - How to pass a Functions Argument.mp4

  4. Pass Variable Amount of Arguments.mp4

  5. Pass Variable Amount of Arguments Part 2.mp4

  6. Leaflet Pass Variable Amount of Arguments.html

  7. Sort Data.mp4

  7.1 Leaflet - Passing variable function parameters.pdf.pdf

  8. Lambda Functions.vtt

 14. Miscellaneous (2) - The datetime Module and String Formatting

  1. Working With Dates And Their Values.vtt

  10.1 Leaflet - Format Strings.pdf.pdf

  12. Sample Solution Quiz String Functions.mp4

  13. DefaultDict.mp4

  2. Format Date Entries And Read Them.mp4

  3. TimeDelta.mp4

  4. Leaflet Dates in Python.html

  5. Date Functions.html

  6. Sample Solution Date Functions.vtt

  7. Enhanced String Functions.vtt

  8.1 Leaflet - Strings.pdf.pdf

  9. Format Strings.vtt

 15. Miscellaneous (3) - Working with Pycharm

  1. Outlook, What To Expect In This Chapter.vtt

  10. Working with Folders.vtt

  11. Os Path Join With Multiple Parameters and Dot Dot.vtt

  12. Charset UTF-8.vtt

  13. Open Files With UTF-8.vtt

  14. Challenge - How Many Max's.vtt

  16. Sample Solution How Many Max's.mp4

  2. Python Programs With PyCharm.mp4

  3. Start Python Programs With Terminal.mp4

  4. Start Python Programs With Terminal (Windows).mp4

  5. Start Python Programs via Shortcut (Windows).mp4

  6. The input() Function.mp4

  7. Challenge BMI Calculator.mp4

  8. Solution BMI Calculator.mp4

  9. sys.argv in Python.mp4

 16. Jupyter Notebooks

  1. Intro.vtt

  10. Sample Solution Jupyter Widgets.vtt

  2. Jupyter As IDE.vtt

  3. Jupyter Notebooks Markdown.vtt

  4. Using Mathematical Expressions in Jupyter Notebooks.vtt

  6. Jupyter Widgets.mp4

  7. Interact With Jupyter Notebooks.mp4

  8. Challenge Jupyter Widgets.mp4

  9. Excursus Write CSV Files.mp4

 17. Flask

  1. Intro.vtt

  10. Static.vtt

  11. Template.vtt

  12. Template Inheritance.vtt

  13. Style our Navigation.vtt

  14. Pass URL-Parameter.vtt

  15. Submit Formulars per GET.vtt

  16. Fill Input Field.vtt

  17. Solution Fill Input Field.vtt

  18. Pass Classes and Dictionaries to a View.vtt

  19. Pass Tuple to View.vtt

  20. View vs Python - File for Logic.mp4

  21. Challenge Exchange Rates.mp4

  22. Info - dictionary.get.mp4

  23. Excursus HTML - How to create a Table.mp4

  24. Excursus HTML - How To Split Your Page.mp4

  25. Sample Solution 1.mp4

  26. Sample Solution 2.mp4

  27. Sample Solution 3.mp4

  28. Decorators 1.mp4

  29. Decorators 2.mp4

  3. Excursus HTML 1.mp4

  30. Decorators 3.mp4

  31. Flask - What's next.mp4

  4. Excursus HTML 2.mp4

  5. Excursus CSS 1.mp4

  6. Excursus CSS 2.mp4

  7. Info about Course Materials.html

  8. Hello World in Flask.vtt

  9. Generate HTML-Code with Flask.vtt

 18. The Data Science Stack

  1. Intro.vtt

  10. Challenge Pandas.vtt

  11. Solution Pandas.vtt

  12. Matplotlib intro.vtt

  13. Matplotlib graphic - parameters.vtt

  14. When To Use Which Diagram Type.vtt

  15. Different Diagram Types.vtt

  17. Data Science - Stack.html

  18. [skip if solved] Sample solution Quiz Data Science - Stack.vtt

  19. Machine Learning.vtt

  2. Numpy Intro.vtt

  20. Machine Learning With Linear Regression.vtt

  3. Filter Numpy Arrays.vtt

  4. Numpy and Multi Dimensional Arrays.vtt

  5. How Does Numpy Actually Work.vtt

  6. Pandas - Intro.vtt

  7. Pandas - Filter Data.vtt

  8. Pandas - Sort Data.vtt

  9. Pandas - Draw Graphic Based On Excel Data.vtt

 19. Image Processing with OpenCV

  1. OpenCV Intro.vtt

  2. Installing OpenCV.vtt

  3. Load Image To OpenCV.vtt

  4. Color Presentation And OpenCV.vtt

  5. How Are Numbers Optimised And Stored Internally In OpenCV.vtt

  6. Increase Brightness 1.vtt

  7. Increase Brightness 2.vtt

  8. Draw A Rectangle.vtt

  9. Face Detection.vtt

 2. Python Basics

  1. Intro.vtt

  3. Numbers in Python.mp4

  4. Variables in Python.mp4

  5. Strings in Python.mp4

  6. Number or String.html

  7. [skip if solved] Sample solution Quiz Number or String.vtt

 20. QT

  1. QT Intro.vtt

  10. Signals and Slots Python.vtt

  11. Restructor Python Code.vtt

  12. Read Input and access Properties.vtt

  13. Build BMI Calculator 1.vtt

  14. Challenge Build BMI Calculator.vtt

  15. Sample Solution BMI Calculator.vtt

  16. Naming Functions and Variables.vtt

  17. Datatype Conversion pyqt - cpp.vtt

  18. Introduction to Tables - Widget.vtt

  19. The Table - Widget 2.vtt

  2. Installing qt and pyqt and qtpy.vtt

  20. Configure Properties based on Table Widget.vtt

  21. Documentation and reacting to Cell Entries.vtt

  22. Challenge - Read CSV, Display and store.vtt

  23. Hints for - Challenge - Read CSV, Display and store Data.vtt

  24. Sample Solution - Challenge - Read CSV, Display and store 1.vtt

  25. Sample Solution - Challenge - Read CSV, Display and store 2.vtt

  26. Sample Solution - Challenge - Read CSV, Display and store 3.vtt

  27. Sample Solution - Challenge - Read CSV, Display and store 4.vtt

  28. Add a Menu.vtt

  29. Finish.vtt

  3. First Desktop Application with pyqt.vtt

  4. Build UI with drag and drop.vtt

  5. Qt Creator 1.vtt

  6. Qt Creator 2.vtt

  7. Qt Creator 3.vtt

  8. Concept Signals and Slots.vtt

  9. Signals and Slots.vtt

 3. Python Bascis Part 2

  1. Lists in Python.vtt

  11. [skip if solved] Sample solution Quiz Comments.mp4

  12. For your reading.html

  12.1 Variables.pdf.pdf

  12.3 Basic Strings - Leaflet.pdf.pdf

  13. Exercise Sheet.html

  14. [skip if solved] Sample solution Python Basics.vtt

  3. [skip if solved] Sample solution Quiz Lists in Python.mp4

  4. Lists - pop function.mp4

  5. Handout Lists in Python.html

  6. Motivation.html

  7. Convert Data 1.vtt

  8. Convert Data 2.vtt

  9. Comments.vtt

 4. Control Structures

  1. Intro.vtt

  10.1 Leaflet - Operators and List.pdf.pdf

  12. [skip if solved] Sample solution Quiz The Not Operator.mp4

  13. elif.mp4

  2. if, else.mp4

  3. Comparison Operators.mp4

  4. Connect Expressions And Booleans.mp4

  5. Leaflet Comparison Operators.html

  6. If & Booleans.html

  7. [skip if solved] Sample solution Quiz If & Booleans.vtt

  8. The In Operator.vtt

  9. The Not Operator.vtt

 5. Control Structures Part 2

  1. While Loop.vtt

  11. [skip if solved] Sample solution Challenge Control Structures.mp4

  2. For Loop.mp4

  3. When To Use Which Loop.mp4

  4. In, Loops,....html

  5. [skip if solved] Sample solution Quiz In, Loops,....vtt

  6. Loops (break, continue).vtt

  7. Excursus How to Handle Problems.vtt

  8. Project Trump Twitter Bot.vtt

  9.1 Leaflet - Loops.pdf.pdf

 6. Functions

  1. Intro.vtt

  10. Read And Skip Rows in CSV.vtt

  11. Excursus Drawing Graphics.vtt

  13. Birth Statistics.mp4

  14. Challenge Birthstatistics.mp4

  15. Quiz Double Checking Your Solution.html

  16. [skip if solved] Sample solution Challenge Birth Statistics.vtt

  17.1 Leaflet - Functions and methods.pdf.pdf

  19. Tips on how to solve Functions Challenge.mp4

  2. Functions.mp4

  20. [skip if solved] Sample solution Challenge Functions.mp4

  3. Functions 2.mp4

  4. Outlook - Objects.mp4

  5. Intro Opening a File.mp4

  6. Open a File.mp4

  7. Write a File.mp4

  8. File And the With Keyword.mp4

  9. Open CSV.mp4

 7. Lists in Python

  1. Lists Intro.vtt

  10. [skip if solved] Sample solution Quiz Dictionaries.vtt

  11. Tupel.vtt

  12. Packing and Unpacking of Tuples.vtt

  13. Dictionaries and Loops.vtt

  14. Challenge Dictionaries & Loops.vtt

  15. Tips Dictionaries & Loops.vtt

  17. [skip if solved] Sample solution Challenge Dictionaries & Loops.mp4

  18. Nest Data Structures.mp4

  19. Leaflet Dictionaries, Lists and Tuples.html

  19.2 Leaflet - Lists in Python.pdf.pdf

  2. Working with Lists.mp4

  3. List Slicing.mp4

  4. List Slicing.html

  5. [skip if solved] Sample solution Quiz List Slicing.vtt

  6. List Comprehension.vtt

  7. Outlook - Tuple & Dictionaries.vtt

  8. Dictionaries.vtt

 8. Object Oriented Programming

  1. Intro.vtt

  10. [skip if solved] Sample solution Challenge Inheritance and Object Orientation.vtt

  11. Check Types Of Variables.vtt

  12. In Python Everything is an Object.vtt

  13. How to name Variables, Classes and Methods.vtt

  14. Static Variables.vtt

  15.1 Leaflet - Object Orientation.pdf.pdf

  17. [skip if solved] Sample solution Challenge Object Orientation.mp4

  2. Class and Method.mp4

  3. Constructor and Methods.mp4

  4. Why Private Properties and Methods.mp4

  5. Private Properties and Methods.mp4

  6. Why do We Encapsulate Data.mp4

  7. Special Methods.mp4

  8. Inheritance in Python.mp4

  9. Challenge Inheritance and Object Orientation.mp4

 9. Module in Python

  1. Intro.vtt

  2. Load Code from a seperate File.vtt

  3. Different Ways to Import Modules.vtt

  4. Create Modules in a Folder.vtt

  6. Leaflet Module in Python.html

  7. [skip if solved] Sample solution Quiz Modules.mp4

  8. Example of a Module.mp4

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