updated readme

README.md

@@ -1,6 +1,7 @@
-## Penguin Classification
+## Penguin Classification :penguin:
+:penguin: :penguin: :penguin:
 
-Main aim of this project to is implement end-to-end ML pipelines on AWS sagemaker to predict the species of the Penguins. :penguin:
+Main aim of this project to is implement end-to-end `ML pipelines on AWS sagemaker` to predict the species of the Penguins. :penguin:
 
 
 ## 1. Training Pipeline

program/cohort.ipynb

@@ -586,7 +586,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 196,
+   "execution_count": 10,
    "id": "1242122a-726e-4c37-a718-dd8e873d1612",
    "metadata": {
     "tags": []
@@ -596,23 +596,20 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "species\n",
       "Adelie       152\n",
       "Gentoo       124\n",
       "Chinstrap     68\n",
-      "Name: count, dtype: int64\n",
+      "Name: species, dtype: int64\n",
       "\n",
-      "island\n",
       "Biscoe       168\n",
       "Dream        124\n",
       "Torgersen     52\n",
-      "Name: count, dtype: int64\n",
+      "Name: island, dtype: int64\n",
       "\n",
-      "sex\n",
       "MALE      168\n",
       "FEMALE    165\n",
       ".           1\n",
-      "Name: count, dtype: int64\n"
+      "Name: sex, dtype: int64\n"
      ]
     }
    ],