Lec40 updated

f23/Gurmail_Lecture_Notes/39_Final_Review/lec39_final_review.ipynb

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+    "# Final Review\n",
+    "* Late days may not be used on P13\n",
+    "* Please fill out the course evaluation (link sent via email)\n",
+    "* Everything is due on Wednesday (today, December 13) - send me an email if you have special circumstances\n",
+    "\n",
+    "\n",
+    "### Exam Conflict Form\n",
+    "* [Final - December 19, 7:45 am](https://cs220.cs.wisc.edu/f23/surveys.html)"
+   ]
+  },
+  {
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+   "source": [
+    "# Notesheet for exam (The list is not complete)\n",
+    "\n",
+    "* Lambda syntax  (Function References)\n",
+    "* Comprehension syntax (Comprehensions)\n",
+    "* Try Catch Exception syntax (Error)\n",
+    "* Pandas Series (Pandas-1)\n",
+    "  - Initialization (list or dict)\n",
+    "  - Data Access [  ] . loc and iloc\n",
+    "  - Slicing\n",
+    "  - Filtering\n",
+    "  - Methods (e.g. stats, value_counts, sort_index, etc\n",
+    "* Pandas DataFrame (Pandas-2)\n",
+    "  - Initialization (6 methods)\n",
+    "  - Data Access - Column, Row, Cell, loc and iloc\n",
+    "  - Slicing\n",
+    "  - Filtering\n",
+    "  - Methods (e.g apply, groupby, \n",
+    "* SQL \n",
+    "  - Flowchart (Database-2)\n",
+    "  - Order Commands must be entered in\n",
+    "  - How do I do each of the commands in pandas (Database-3 and Pandas-3)\n",
+    "     - e.g. where is filtering with a boolean series\n",
+    "     - e.g. having is filtering with a boolean series after using groupby\n",
+    "* Web \n",
+    "  - list of commands used\n",
+    "* Plotting\n",
+    "  - list of commands used\n",
+    "  - make sure you do the reading\n",
+    "\n",
+    "  \n",
+    "  "
+   ]
+  }
+ ],
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