diff --git a/mlops-001/lesson1/01_EDA.ipynb b/mlops-001/lesson1/01_EDA.ipynb
index 9a15de8f..4e9d58ed 100644
--- a/mlops-001/lesson1/01_EDA.ipynb
+++ b/mlops-001/lesson1/01_EDA.ipynb
@@ -8,6 +8,20 @@
     "<!--- @wandbcode{course-lesson1} -->"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "faa157c5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Install dependencies (run once)\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/requirements.txt\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/params.py\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/utils.py\n",
+    "!pip install -r requirements.txt"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "a212966e-8f38-4b4a-8e00-2985120439ca",
@@ -245,7 +259,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3.10.6 64-bit",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   }
diff --git a/mlops-001/lesson1/02_Split.ipynb b/mlops-001/lesson1/02_Split.ipynb
index 310d1cb1..864ea5a7 100644
--- a/mlops-001/lesson1/02_Split.ipynb
+++ b/mlops-001/lesson1/02_Split.ipynb
@@ -8,6 +8,20 @@
     "<!--- @wandbcode{course-lesson1} -->"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "dee477f2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Install dependencies (run once)\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/requirements.txt\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/params.py\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/utils.py\n",
+    "!pip install -r requirements.txt"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "e6cc5437-1a17-4738-a3c7-f1959324f4ed",
@@ -278,7 +292,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3.10.6 64-bit",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   }
diff --git a/mlops-001/lesson1/03_Baseline.ipynb b/mlops-001/lesson1/03_Baseline.ipynb
index 6df46b49..b39ba5c9 100644
--- a/mlops-001/lesson1/03_Baseline.ipynb
+++ b/mlops-001/lesson1/03_Baseline.ipynb
@@ -8,6 +8,20 @@
     "<!--- @wandbcode{course-lesson1} -->"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "76b1a803",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Install dependencies (run once)\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/requirements.txt\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/params.py\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/utils.py\n",
+    "!pip install -r requirements.txt"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "4723ae62-c55d-4c8f-9157-43c29189a2ff",
@@ -325,7 +339,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   }
diff --git a/mlops-001/lesson2/03_Baseline.ipynb b/mlops-001/lesson2/03_Baseline.ipynb
index 9422d73e..936ac302 100644
--- a/mlops-001/lesson2/03_Baseline.ipynb
+++ b/mlops-001/lesson2/03_Baseline.ipynb
@@ -8,6 +8,20 @@
     "<!--- @wandbcode{course-lesson2} -->"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5fa49eec",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Install dependencies (run once)\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/requirements.txt\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson2/params.py\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson2/utils.py\n",
+    "!pip install -r requirements.txt"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "4723ae62-c55d-4c8f-9157-43c29189a2ff",
@@ -235,7 +249,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3.10.6 64-bit",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   }
diff --git a/mlops-001/lesson2/04_refactor_baseline.ipynb b/mlops-001/lesson2/04_refactor_baseline.ipynb
index 36fe46be..e67f8dab 100644
--- a/mlops-001/lesson2/04_refactor_baseline.ipynb
+++ b/mlops-001/lesson2/04_refactor_baseline.ipynb
@@ -8,6 +8,20 @@
     "<!--- @wandbcode{course-lesson2} -->"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "17a54ed0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Install dependencies (run once)\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson1/requirements.txt\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson2/params.py\n",
+    "!wget https://raw.githubusercontent.com/wandb/edu/main/mlops-001/lesson2/utils.py\n",
+    "!pip install -r requirements.txt"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "6cec1a21",
@@ -211,7 +225,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3.10.6 64-bit",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   }