diff --git a/1-first-project/Slides/IUI_MP1_Presentation.pptx b/1-first-project/Slides/IUI_MP1_Presentation-0.pptx
similarity index 100%
rename from 1-first-project/Slides/IUI_MP1_Presentation.pptx
rename to 1-first-project/Slides/IUI_MP1_Presentation-0.pptx
diff --git a/1-first-project/Slides/IUI_MP1_Presentation-1.pptx b/1-first-project/Slides/IUI_MP1_Presentation-1.pptx
new file mode 100644
index 0000000..ff4c1f6
Binary files /dev/null and b/1-first-project/Slides/IUI_MP1_Presentation-1.pptx differ
diff --git a/1-first-project/tdt/Hyperparameter.ipynb b/1-first-project/tdt/Hyperparameter.ipynb
index 99282b2..7e75a09 100644
--- a/1-first-project/tdt/Hyperparameter.ipynb
+++ b/1-first-project/tdt/Hyperparameter.ipynb
@@ -3,7 +3,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "a03edefa",
+   "id": "cf20b791",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -14,7 +14,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "a31b7321",
+   "id": "8114cccf",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -30,7 +30,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "f731635f",
+   "id": "e1ebb5fe",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -52,7 +52,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "fa3b0180",
+   "id": "e2315c69",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -73,7 +73,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "d10b1d9a",
+   "id": "62536ff0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -97,7 +97,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "6c135e0f",
+   "id": "dd1162bb",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -111,7 +111,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "96a31bc4",
+   "id": "6879e37a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -138,7 +138,7 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "id": "02ef6423",
+   "id": "51f25f8e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -174,7 +174,7 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "a94449ed",
+   "id": "4ccd56dd",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -197,7 +197,7 @@
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "c77be94a",
+   "id": "4ed39aad",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -218,7 +218,7 @@
   {
    "cell_type": "code",
    "execution_count": 11,
-   "id": "315531cc",
+   "id": "92e85d4f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -230,7 +230,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "61cfe2f6",
+   "id": "f81aa159",
    "metadata": {},
    "outputs": [
     {
@@ -715,7 +715,183 @@
       "              Dense Count 1: 2\n",
       "              Dense Neurons 1: 600\n",
       "              Dense Count 2: 3\n",
-      "              Dense Neurons 2: 2400\n"
+      "              Dense Neurons 2: 2400\n",
+      "Accuracy: 77.48\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 1\n",
+      "              Dense Neurons 2: 600\n",
+      "Accuracy: 78.17\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 1\n",
+      "              Dense Neurons 2: 1200\n",
+      "Accuracy: 78.35\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 1\n",
+      "              Dense Neurons 2: 1800\n",
+      "Accuracy: 78.19\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 1\n",
+      "              Dense Neurons 2: 2400\n",
+      "Accuracy: 78.38\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 2\n",
+      "              Dense Neurons 2: 600\n",
+      "Accuracy: 77.83\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 2\n",
+      "              Dense Neurons 2: 1200\n",
+      "Accuracy: 78.21\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 2\n",
+      "              Dense Neurons 2: 1800\n",
+      "Accuracy: 78.31\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 2\n",
+      "              Dense Neurons 2: 2400\n",
+      "Accuracy: 78.23\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 3\n",
+      "              Dense Neurons 2: 600\n",
+      "Accuracy: 78.54\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 3\n",
+      "              Dense Neurons 2: 1200\n",
+      "Accuracy: 78.53\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 3\n",
+      "              Dense Neurons 2: 1800\n",
+      "Accuracy: 78.14\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1200\n",
+      "              Dense Count 2: 3\n",
+      "              Dense Neurons 2: 2400\n",
+      "Accuracy: 77.81\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 1\n",
+      "              Dense Neurons 2: 600\n",
+      "Accuracy: 78.81\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 1\n",
+      "              Dense Neurons 2: 1200\n",
+      "Accuracy: 78.33\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 1\n",
+      "              Dense Neurons 2: 1800\n",
+      "Accuracy: 78.43\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 1\n",
+      "              Dense Neurons 2: 2400\n",
+      "Accuracy: 78.58\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 2\n",
+      "              Dense Neurons 2: 600\n",
+      "Accuracy: 78.42\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 2\n",
+      "              Dense Neurons 2: 1200\n",
+      "Accuracy: 78.58\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 2\n",
+      "              Dense Neurons 2: 1800\n",
+      "Accuracy: 78.44\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 2\n",
+      "              Dense Neurons 2: 2400\n",
+      "Accuracy: 78.18\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 3\n",
+      "              Dense Neurons 2: 600\n",
+      "Accuracy: 78.42\n",
+      "Testing with: Threshold: 70\n",
+      "              Leeway: 0\n",
+      "              Epoch: 20\n",
+      "              Dense Count 1: 2\n",
+      "              Dense Neurons 1: 1800\n",
+      "              Dense Count 2: 3\n",
+      "              Dense Neurons 2: 1200\n"
      ]
     }
    ],
@@ -756,7 +932,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e3b5a65d",
+   "id": "ee06862c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -766,7 +942,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "cb40d553",
+   "id": "32c1ff00",
    "metadata": {},
    "outputs": [],
    "source": [