Fix broken colab links

Author: austintdaigle

index.qmd

@@ -15,15 +15,15 @@ Read lessons here, run small code snippets live in your browser, *or* launch the
 |---|-------|--------------|---------------|
 | 0 | Introduction to Programming & Python | [Lesson 0](Lesson_0_Introduction/Lesson_0_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_0_Introduction/Lesson_0_Student_Version.ipynb> |
 | 1 | Operators and Data Types | [Lesson 1](Lesson_1_Basics/Lesson_1_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_1_Basics/Lesson_1_Student_Version.ipynb> |
-| 2 | Iterables, Modules & Libraries | [Lesson 2](Lesson_2_Control_Structs/Lesson_2_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_2_Control_Structs/Lesson_2_Student_Version.ipynb> |
-| 3 | Abstraction & Functions | [Lesson 3](Lesson_3_Abstraction_Functions/Lesson_3_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_3_Abstraction_Functions/Lesson_3_Student_Version.ipynb> |
-| 4 | File I/O & Pandas I | [Lesson 4](Lesson_4_FileIO/Lesson_4_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_4_FileIO/Lesson_4_Student_Version.ipynb> |
-| 5 | Pandas II | [Lesson 5](Lesson_5_Pandas_DataFrame/Lesson_5_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_5_Pandas_DataFrame/Lesson_5_Student_Version.ipynb> |
-| 6 | NumPy | [Lesson 6](Lesson_6_NumPy/Lesson_6_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_6_NumPy/Lesson_6_Student_Version.ipynb> |
-| 7 | Plotting | [Lesson 7](Lesson_7_Plotting/Lesson_7_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_7_Plotting/Lesson_7_Student_Version.ipynb> |
-| 8-a | Intro to scikit-learn | [Lesson 8a](Lesson_8a_Scikit_Learn/Lesson_8a_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_8a_Scikit_Learn/Lesson_8a_Student_Version.ipynb> |
-| 8-b | The Python Ecosystem | [Lesson 8b](Lesson_8b_Python_Ecosystem/Lesson_8b_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_8b_Python_Ecosystem/Lesson_8b_Student_Version.ipynb> |
-| 8-c | Scanpy for single-cell | [Lesson 8c](Lesson_8c_scanpy/Lesson_8c_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_8c_scanpy/Lesson_8c_Student_Version.ipynb> |
+| 2 | Iterables, Modules & Libraries | [Lesson 2](Lesson_2_Control_Structs/Lesson_2_Control_structs_student.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_2_Control_Structs/Lesson_2_Control_structs_student.ipynb> |
+| 3 | Abstraction & Functions | [Lesson 3](Lesson_3_Abstraction_Functions/functions_student.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_3_Abstraction_Functions/functions_student.ipynb> |
+| 4 | File I/O & Pandas I | [Lesson 4](Lesson_4_FileIO/Lesson_4_student.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_4_FileIO/Lesson_4_student.ipynb> |
+| 5 | Pandas II | [Lesson 5](Lesson_5_Pandas_DataFrame/Lesson5_pandas_DataFrame_Student.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_5_Pandas_DataFrame/Lesson5_pandas_DataFrame_Student.ipynb> |
+| 6 | NumPy | [Lesson 6](Lesson_6_NumPy/Lesson_6_NumPy_Student_Version.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_6_NumPy/Lesson_6_NumPy_Student_Version.ipynb> |
+| 7 | Plotting | [Lesson 7](Lesson_7_Plotting/plotting_student.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_7_Plotting/plotting_student.ipynb> |
+| 8-a | Intro to scikit-learn | [Lesson 8a](Lesson_8a_Scikit_Learn/scikit_learn_student.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_8a_Scikit_Learn/scikit_learn_student.ipynb> |
+| 8-b | The Python Ecosystem | [Lesson 8b](Lesson_8b_Python_Ecosystem/Lesson_8b_Python_Ecosystem_teacher.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_8b_Python_Ecosystem/Lesson_8b_Python_Ecosystem_teacher.ipynb> |
+| 8-c | Scanpy for single-cell | [Lesson 8c](Lesson_8c_scanpy/Lesson_8c_scanpy.ipynb) | <https://colab.research.google.com/github/How-to-Learn-to-Code/python-class/blob/master/Lesson_8c_scanpy/Lesson_8c_scanpy.ipynb> |
 
 *(Rows link to the rendered lesson pages; the right-hand URL opens the same notebook in Colab.)*