first final version of notebook 3

data/student-scores.csv

-Last Name,First Name,4th Grade,5th Grade,6th Grade
-Johnson,Mia,A,B+,A-
-Lopez,Liam,B,B,A+
-Lee,Isabella,C,C-,B-
-Fisher,Mason,B,B-,C+
-Gupta,Olivia,B,A+,A
-Robinson,Sophia, A+,B-,A
\ No newline at end of file
+ID,Last Name,First Name,4th Grade,5th Grade,6th Grade
+1,Johnson,Mia,A,B+,A-
+2,Lopez,Liam,B,B,A+
+3,Lee,Isabella,C,C-,B-
+4,Fisher,Mason,B,B-,C+
+5,Gupta,Olivia,B,A+,A
+6,Robinson,Sophia,A+,B-,A
\ No newline at end of file

src/5_feature_engineering.ipynb

@@ -11,7 +11,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -25,7 +25,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.9.6"
   }
  },
  "nbformat": 4,

src/6_dataset_analyses.ipynb

 {
- "cells": [],
- "metadata": {},
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8138e2f0-e0da-4e8c-ae1c-f84ab9bbc93a",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "dataeng_kernel",
+   "language": "python",
+   "name": "dataeng_kernel"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.6"
+  }
+ },
  "nbformat": 4,
  "nbformat_minor": 5
 }

src/7_hypotheses_evaluation.ipynb

@@ -11,7 +11,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -25,7 +25,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.9.6"
   }
  },
  "nbformat": 4,

src/8_modeling_prediction.ipynb

@@ -11,7 +11,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -25,7 +25,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.9.6"
   }
  },
  "nbformat": 4,

src/9_reproducible_research.ipynb

@@ -11,7 +11,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -25,7 +25,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.9.6"
   }
  },
  "nbformat": 4,