diff --git a/2. Jupyter - interaktywne wykresy i prezentacje multimedialne.ipynb b/2. Jupyter - interaktywne wykresy i prezentacje multimedialne.ipynb
index cc356d9..f055ff4 100644
--- a/2. Jupyter - interaktywne wykresy i prezentacje multimedialne.ipynb	
+++ b/2. Jupyter - interaktywne wykresy i prezentacje multimedialne.ipynb	
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+       "\" id=\"mb8743ac9ae\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
        "      </defs>\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#m09e5864f75\" y=\"218.014125\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#mb8743ac9ae\" y=\"218.014125\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_8\">\r\n",
@@ -1626,13 +1626,13 @@
        "    </g>\r\n",
        "    <g id=\"ytick_2\">\r\n",
        "     <g id=\"line2d_15\">\r\n",
-       "      <path clip-path=\"url(#p53c798dfdc)\" d=\"M 42.620313 174.526125 \r\n",
+       "      <path clip-path=\"url(#pb123564158)\" d=\"M 42.620313 174.526125 \r\n",
        "L 377.420313 174.526125 \r\n",
        "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_16\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#m09e5864f75\" y=\"174.526125\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#mb8743ac9ae\" y=\"174.526125\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_9\">\r\n",
@@ -1645,13 +1645,13 @@
        "    </g>\r\n",
        "    <g id=\"ytick_3\">\r\n",
        "     <g id=\"line2d_17\">\r\n",
-       "      <path clip-path=\"url(#p53c798dfdc)\" d=\"M 42.620313 131.038125 \r\n",
+       "      <path clip-path=\"url(#pb123564158)\" d=\"M 42.620313 131.038125 \r\n",
        "L 377.420313 131.038125 \r\n",
        "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_18\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#m09e5864f75\" y=\"131.038125\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#mb8743ac9ae\" y=\"131.038125\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_10\">\r\n",
@@ -1663,13 +1663,13 @@
        "    </g>\r\n",
        "    <g id=\"ytick_4\">\r\n",
        "     <g id=\"line2d_19\">\r\n",
-       "      <path clip-path=\"url(#p53c798dfdc)\" d=\"M 42.620313 87.550125 \r\n",
+       "      <path clip-path=\"url(#pb123564158)\" d=\"M 42.620313 87.550125 \r\n",
        "L 377.420313 87.550125 \r\n",
        "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_20\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#m09e5864f75\" y=\"87.550125\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#mb8743ac9ae\" y=\"87.550125\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_11\">\r\n",
@@ -1681,13 +1681,13 @@
        "    </g>\r\n",
        "    <g id=\"ytick_5\">\r\n",
        "     <g id=\"line2d_21\">\r\n",
-       "      <path clip-path=\"url(#p53c798dfdc)\" d=\"M 42.620313 44.062125 \r\n",
+       "      <path clip-path=\"url(#pb123564158)\" d=\"M 42.620313 44.062125 \r\n",
        "L 377.420313 44.062125 \r\n",
        "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_22\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#m09e5864f75\" y=\"44.062125\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.620313\" xlink:href=\"#mb8743ac9ae\" y=\"44.062125\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_12\">\r\n",
@@ -1723,7 +1723,7 @@
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"line2d_23\">\r\n",
-       "    <path clip-path=\"url(#p53c798dfdc)\" d=\"M 57.838494 131.038125 \r\n",
+       "    <path clip-path=\"url(#pb123564158)\" d=\"M 57.838494 131.038125 \r\n",
        "L 61.799182 114.504491 \r\n",
        "L 63.93186 106.482953 \r\n",
        "L 65.75987 100.45391 \r\n",
@@ -2169,7 +2169,7 @@
        "  </g>\r\n",
        " </g>\r\n",
        " <defs>\r\n",
-       "  <clipPath id=\"p53c798dfdc\">\r\n",
+       "  <clipPath id=\"pb123564158\">\r\n",
        "   <rect height=\"217.44\" width=\"334.8\" x=\"42.620313\" y=\"22.318125\"/>\r\n",
        "  </clipPath>\r\n",
        " </defs>\r\n",
@@ -2213,19 +2213,68 @@
     "W tym celu należy skorzystać z widżetów z biblioteki `ipywidgets`."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "slideshow": {
+     "slide_type": "fragment"
+    }
+   },
+   "source": [
+    "Aby używać interaktywnych widżetów w środowiskach Jupyter Notebook (klasycznym) i JupyterLab, trzeba je najpierw zainstalować."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "slideshow": {
+     "slide_type": "subslide"
+    }
+   },
+   "source": [
+    "#### Instalacja `ipywidgets` w klasycznym środowisku Jupyter Notebook\n",
+    "\n",
+    "    conda install -c conda-forge ipywidgets"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "slideshow": {
+     "slide_type": "fragment"
+    }
+   },
+   "source": [
+    "#### Instalacja `ipywidgets` w środowisku JupyterLab\n",
+    "\n",
+    "    conda install -c conda-forge nodejs\n",
+    "    jupyter labextension install @jupyter-widgets/jupyterlab-manager"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "slideshow": {
+     "slide_type": "subslide"
+    }
+   },
+   "source": [
+    "Teraz możemy przystąpić do tworzenia widżetów:"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 5,
    "metadata": {
     "slideshow": {
-     "slide_type": "subslide"
+     "slide_type": "fragment"
     }
    },
    "outputs": [],
    "source": [
     "import ipywidgets\n",
     "\n",
-    "# Stworzenie widźetów\n",
+    "# Stworzenie widżetów\n",
     "slider_amplitude = ipywidgets.FloatSlider(\n",
     "    min=0.0, max=5.0, step=0.1, value=1.0, description=\"amplituda\", width=300)\n",
     "slider_frequency = ipywidgets.FloatSlider(\n",
@@ -2259,7 +2308,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "0e92462c5a8b4f328eba3e6c9b925b11",
+       "model_id": "e7c538acb75c465486eae608cfa4f0a4",
        "version_major": 2,
        "version_minor": 0
       },
@@ -2309,7 +2358,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "0f9f7fa35c2940c1bd0fc7a84c7b128b",
+       "model_id": "03e5ed27e0ec4664aeb5f4454990f1c5",
        "version_major": 2,
        "version_minor": 0
       },
diff --git a/3. Jupyter - przykład materiałów dydaktycznych.ipynb b/3. Jupyter - przykład materiałów dydaktycznych.ipynb
index 784df15..19132f3 100644
--- a/3. Jupyter - przykład materiałów dydaktycznych.ipynb	
+++ b/3. Jupyter - przykład materiałów dydaktycznych.ipynb	
@@ -298,89 +298,89 @@
        "C -3.535534 0.937635 -3.163008 1.836992 -2.5 2.5 \r\n",
        "C -1.836992 3.163008 -0.937635 3.535534 0 3.535534 \r\n",
        "z\r\n",
-       "\" id=\"mcbb8c45241\" style=\"stroke:#ff0000;\"/>\r\n",
+       "\" id=\"m104f99c822\" style=\"stroke:#ff0000;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#p002c5ebb35)\">\r\n",
-       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"101.074061\" xlink:href=\"#mcbb8c45241\" y=\"90.928742\"/>\r\n",
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-       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"170.525313\" xlink:href=\"#mcbb8c45241\" y=\"133.331958\"/>\r\n",
-       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"126.827398\" xlink:href=\"#mcbb8c45241\" y=\"152.839596\"/>\r\n",
-       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"93.856436\" xlink:href=\"#mcbb8c45241\" y=\"207.11895\"/>\r\n",
-       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"166.612282\" xlink:href=\"#mcbb8c45241\" y=\"152.494328\"/>\r\n",
-       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"140.472544\" xlink:href=\"#mcbb8c45241\" y=\"233.823265\"/>\r\n",
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-       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"89.557004\" xlink:href=\"#mcbb8c45241\" y=\"245.649771\"/>\r\n",
-       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"333.315473\" xlink:href=\"#mcbb8c45241\" y=\"113.446684\"/>\r\n",
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@@ -460,7 +460,7 @@
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@@ -517,7 +517,7 @@
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@@ -591,7 +591,7 @@
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@@ -607,7 +607,7 @@
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@@ -1365,7 +1365,7 @@
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