Correct changes

Author: fabioacl

25_libraries_image_classification.ipynb 25_image_classification.ipynb25_libraries_image_classification.ipynb renamed to 25_image_classification.ipynb

@@ -65,27 +65,43 @@
    "id": "2",
    "metadata": {},
    "source": [
-    "## Libraries"
+    "## References\n",
+    "\n",
+    "Here are some additional references to guide you while self-learning:\n",
+    "- Official documentation for [openCV](https://docs.opencv.org/4.x/d6/d00/tutorial_py_root.html)\n",
+    "- Official documentation for [PIL library](https://pillow.readthedocs.io/en/stable/)\n",
+    "- Official documentation for [PyTorch](https://pytorch.org/)\n",
+    "- Official documentation for [Albumentations](https://albumentations.ai/)\n",
+    "- Official documentation for [PyTorch GradCAM](https://jacobgil.github.io/pytorch-gradcam-book/introduction.html)\n",
+    "- [A tutorial from Microsoft to compute image classification using PyTorch](https://learn.microsoft.com/en-us/windows/ai/windows-ml/tutorials/pytorch-train-model)"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "3",
    "metadata": {},
    "source": [
-    "- NumPy\n",
-    "- Matplotlib\n",
-    "- Scikit-learn\n",
+    "## Libraries"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4",
+   "metadata": {},
+   "source": [
+    "- [Matplotlib](./20_library_matplotlib.ipynb)\n",
+    "- [NumPy](./21_library_numpy.ipynb)\n",
+    "- [scikit-learn](./22_library_sklearn.ipynb)\n",
     "- OpenCV-Python\n",
     "- PyTorch\n",
     "- Albumentations\n",
-    "- PyTorch GradCAM"
+    "- PyTorch Grad-CAM"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4",
+   "id": "5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -113,22 +129,6 @@
     "from pytorch_grad_cam.utils.image import show_cam_on_image"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "5",
-   "metadata": {},
-   "source": [
-    "## References\n",
-    "\n",
-    "Here are some additional references to guide you while self-learning:\n",
-    "- Official documentation for [openCV](https://docs.opencv.org/4.x/d6/d00/tutorial_py_root.html)\n",
-    "- Official documentation for [PIL library](https://pillow.readthedocs.io/en/stable/)\n",
-    "- Official documentation for [PyTorch](https://pytorch.org/)\n",
-    "- Official documentation for [Albumentations](https://albumentations.ai/)\n",
-    "- Official documentation for [PyTorch GradCAM](https://jacobgil.github.io/pytorch-gradcam-book/introduction.html)\n",
-    "- [A tutorial from Microsoft to compute image classification using PyTorch](https://learn.microsoft.com/en-us/windows/ai/windows-ml/tutorials/pytorch-train-model)"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "6",