diff --git a/IUM_10.DVC.ipynb b/IUM_10.DVC.ipynb
index 8c2f149..e865b23 100644
--- a/IUM_10.DVC.ipynb
+++ b/IUM_10.DVC.ipynb
@@ -113,211 +113,102 @@
      "name": "stdout",
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+      "Requirement already satisfied: aiosignal>=1.1.2 in ./venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc) (1.3.1)\n",
+      "Requirement already satisfied: yarl<2.0,>=1.0 in ./venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc) (1.9.4)\n",
+      "Requirement already satisfied: multidict<7.0,>=4.5 in ./venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc) (6.0.5)\n",
+      "Requirement already satisfied: frozenlist>=1.1.1 in ./venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc) (1.4.1)\n",
+      "Requirement already satisfied: pycparser in ./venv/lib/python3.10/site-packages (from cffi>=1.16.0->pygit2>=1.14.0->scmrepo<4,>=3.3.2->dvc) (2.22)\n",
+      "Requirement already satisfied: smmap<6,>=3.0.1 in ./venv/lib/python3.10/site-packages (from gitdb<5,>=4.0.1->gitpython>3->scmrepo<4,>=3.3.2->dvc) (5.0.1)\n",
+      "Requirement already satisfied: wcwidth in ./venv/lib/python3.10/site-packages (from prompt-toolkit>=3.0.36->click-repl>=0.2.0->celery->dvc) (0.2.13)\n"
      ]
     }
    ],
@@ -339,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "4d94e912",
    "metadata": {
     "slideshow": {
@@ -348,23 +239,39 @@
    },
    "outputs": [],
    "source": [
-    "!rm -r -f IUM_10/sample-ml-project-2023\n",
-    "!mkdir -p IUM_10/sample-ml-project-2023"
+    "!rm -r -f IUM_10/sample-ml-project-2024\n",
+    "!mkdir -p IUM_10/sample-ml-project-2024"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "aae59ec2",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/home/pawel/ium/IUM_10/sample-ml-project-2024\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/pawel/ium/venv/lib/python3.10/site-packages/IPython/core/magics/osm.py:417: UserWarning: This is now an optional IPython functionality, setting dhist requires you to install the `pickleshare` library.\n",
+      "  self.shell.db['dhist'] = compress_dhist(dhist)[-100:]\n"
+     ]
+    }
+   ],
    "source": [
     "#Jupyter notebook magic https://ipython.readthedocs.io/en/stable/interactive/magics.html#magic-cd\n",
-    "%cd \"IUM_10/sample-ml-project-2023\""
+    "%cd \"IUM_10/sample-ml-project-2024\""
    ]
   },
   {
@@ -381,14 +288,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "c13c525b",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reinitialized existing Git repository in /home/pawel/ium/IUM_10/sample-ml-project-2024/.git/\n"
+     ]
+    }
+   ],
    "source": [
     "!git init"
    ]
@@ -407,14 +322,39 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "44f28226",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Initialized DVC repository.\n",
+      "\n",
+      "You can now commit the changes to git.\n",
+      "\n",
+      "\u001b[31m+---------------------------------------------------------------------+\n",
+      "\u001b[0m\u001b[31m|\u001b[0m                                                                     \u001b[31m|\u001b[0m\n",
+      "\u001b[31m|\u001b[0m        DVC has enabled anonymous aggregate usage analytics.         \u001b[31m|\u001b[0m\n",
+      "\u001b[31m|\u001b[0m     Read the analytics documentation (and how to opt-out) here:     \u001b[31m|\u001b[0m\n",
+      "\u001b[31m|\u001b[0m             <\u001b[36mhttps://dvc.org/doc/user-guide/analytics\u001b[39m>              \u001b[31m|\u001b[0m\n",
+      "\u001b[31m|\u001b[0m                                                                     \u001b[31m|\u001b[0m\n",
+      "\u001b[31m+---------------------------------------------------------------------+\n",
+      "\u001b[0m\n",
+      "\u001b[33mWhat's next?\u001b[39m\n",
+      "\u001b[33m------------\u001b[39m\n",
+      "- Check out the documentation: <\u001b[36mhttps://dvc.org/doc\u001b[39m>\n",
+      "- Get help and share ideas: <\u001b[36mhttps://dvc.org/chat\u001b[39m>\n",
+      "- Star us on GitHub: <\u001b[36mhttps://github.com/iterative/dvc\u001b[39m>\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc init"
    ]
@@ -434,14 +374,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "d1aefe16",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "On branch master\n",
+      "\n",
+      "No commits yet\n",
+      "\n",
+      "Changes to be committed:\n",
+      "  (use \"git rm --cached <file>...\" to unstage)\n",
+      "\t\u001b[32mnew file:   .dvc/.gitignore\u001b[m\n",
+      "\t\u001b[32mnew file:   .dvc/config\u001b[m\n",
+      "\t\u001b[32mnew file:   .dvcignore\u001b[m\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
     "!git status"
    ]
@@ -455,10 +412,10 @@
     }
    },
    "source": [
-    "- `.dvc/config` - główny plik konfiguracyjny dvc\n",
-    "- `.dvc/config.local` - nadpisuje wartości z `config`, do lokalnych zmian nie commitowanych do repo\n",
-    "- `.dvc/.gitignore` - pliki dvc, które nie mają znaleźć się w repo\n",
-    "- `.dvcignore` - dvc pomija pliki zdefiniowane w tym pliku (np. aby poprawić wydajność)"
+    "- `.dvc/config` - główny plik konfiguracyjny DVC\n",
+    "- `.dvc/config.local` - nadpisuje wartości z `config`, do lokalnych zmian niecommitowanych do repozytorium\n",
+    "- `.dvc/.gitignore` - pliki DVC, które nie mają znaleźć się w repo\n",
+    "- `.dvcignore` - DVC pomija pliki zdefiniowane w tym pliku (np. aby poprawić wydajność)"
    ]
   },
   {
@@ -475,7 +432,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "id": "59780e99",
    "metadata": {
     "scrolled": true,
@@ -483,7 +440,19 @@
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[master (root-commit) a9746ad] Initial commit\n",
+      " 3 files changed, 6 insertions(+)\n",
+      " create mode 100644 .dvc/.gitignore\n",
+      " create mode 100644 .dvc/config\n",
+      " create mode 100644 .dvcignore\n"
+     ]
+    }
+   ],
    "source": [
     "!git commit -m \"Initial commit\""
    ]
@@ -502,14 +471,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "f05ece1b",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Downloading iris.zip to /home/pawel/ium/IUM_10/sample-ml-project-2024\n",
+      "  0%|                                               | 0.00/3.60k [00:00<?, ?B/s]\n",
+      "100%|██████████████████████████████████████| 3.60k/3.60k [00:00<00:00, 8.23MB/s]\n",
+      "Archive:  iris.zip\n",
+      "  inflating: Iris.csv                \n",
+      "  inflating: database.sqlite         \n"
+     ]
+    }
+   ],
    "source": [
     "!kaggle datasets download -d uciml/iris\n",
     "!unzip -o iris.zip\n",
@@ -532,14 +514,44 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "74d182c7",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[?25l\u001b[32m⠋\u001b[0m Checking graph                                       core\u001b[39m>\n",
+      "Adding...                                                                       \n",
+      "!\u001b[A\n",
+      "Collecting files and computing hashes in data/Iris.csv |0.00 [00:00,     ?file/s\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0% Checking cache in '/home/pawel/ium/IUM_10/sample-ml-project-2024/.dvc/cache\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0%|          |Adding data/Iris.csv to cache         0/1 [00:00<?,     ?file/s]\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0%|          |Checking out /home/pawel/ium/IUM_10/sa0/1 [00:00<?,    ?files/s]\u001b[A\n",
+      "100% Adding...|████████████████████████████████████████|1/1 [00:00, 31.90file/s]\u001b[A\n",
+      "\n",
+      "To track the changes with git, run:\n",
+      "\n",
+      "\tgit add data/.gitignore data/Iris.csv.dvc\n",
+      "\n",
+      "To enable auto staging, run:\n",
+      "\n",
+      "\tdvc config core.autostage true\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc add data/Iris.csv"
    ]
@@ -553,20 +565,34 @@
     }
    },
    "source": [
-    " - DVC utworzył plik `data/Iris.csv.dvc` i dadał oryginalny plik do `.gitignore`\n",
+    " - DVC utworzył plik `data/Iris.csv.dvc` i dodał oryginalny plik do `.gitignore`\n",
     " - W repozytorium będzie obecny tylko plik `*.dvc`, zawierający odnośnik do prawdziwego pliku"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "74d54652",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "On branch master\n",
+      "Untracked files:\n",
+      "  (use \"git add <file>...\" to include in what will be committed)\n",
+      "\t\u001b[31mdata/.gitignore\u001b[m\n",
+      "\t\u001b[31mdata/Iris.csv.dvc\u001b[m\n",
+      "\n",
+      "nothing added to commit but untracked files present (use \"git add\" to track)\n"
+     ]
+    }
+   ],
    "source": [
     "!git status -u"
    ]
@@ -585,7 +611,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "id": "460c4a17",
    "metadata": {
     "slideshow": {
@@ -599,14 +625,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "id": "80644077",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[master 92b2c9d] Dodano dane IRIS (DVC)\n",
+      " 2 files changed, 6 insertions(+)\n",
+      " create mode 100644 data/.gitignore\n",
+      " create mode 100644 data/Iris.csv.dvc\n"
+     ]
+    }
+   ],
    "source": [
     "!git commit -m \"Dodano dane IRIS (DVC)\""
    ]
@@ -625,7 +662,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "id": "8cb2ba7c",
    "metadata": {
     "slideshow": {
@@ -651,41 +688,49 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 18,
    "id": "1d471f3a",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "total 8\n",
+      "-r--r--r-- 1 pawel pawel 5107 Sep 19  2019 7820ef0af287ff346c5cabfb4c612c\n"
+     ]
+    }
+   ],
    "source": [
-    "!ls -l .dvc/cache/71"
+    "!ls -l .dvc/cache/files/md5/71"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 19,
    "id": "32531aa8",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Id,SepalLengthCm,SepalWidthCm,PetalLengthCm,PetalWidthCm,Species\n",
+      "1,5.1,3.5,1.4,0.2,Iris-setosa\n",
+      "2,4.9,3.0,1.4,0.2,Iris-setosa\n"
+     ]
+    }
+   ],
    "source": [
-    "!head -n 3 .dvc/cache/71/7820ef0af287ff346c5cabfb4c612c"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2396c762",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!git remote add origin git@git.wmi.amu.edu.pl:tzietkiewicz/sample-ml-project.git\n",
-    "!git push --set-upstream origin main"
+    "!head -n 3 .dvc/cache/files/md5/71/7820ef0af287ff346c5cabfb4c612c"
    ]
   },
   {
@@ -698,10 +743,10 @@
    },
    "source": [
     "## dvc remote\n",
-    " - żeby wysłać właściwe pliki śledzone przez DVC do zdalnej lokalizacji (z której będą mogłby być pobrane np. przez system CI albo innych użytkowników) musimy mieć skonfigurowaną taką lokazliację\n",
-    " - służy do tego polecenie [`dvc remote add`](https://dvc.org/doc/command-reference/remote/add)\n",
-    " - użyjemy lokalnego \"remote\". Tutaj będzie to po prostu utworzony wcześniej katalog `/dvcstore`. Taki katalog istnieje też na naszym Jenkinsie, oczywiście należy go podmontować w Dockerze\n",
-    " - w realnych zastosowaniach podalibyśmy tutaj ścieżkę do jakiegoś zasobu dostępnego przez inernet jak np. serwer SFTP, ścieżka do AWS S3 itp."
+    " - Żeby wysłać właściwe pliki śledzone przez DVC do zdalnej lokalizacji (z której będą mogłby być pobrane np. przez system CI albo innych użytkowników), musimy mieć skonfigurowaną taką lokazliację.\n",
+    " - Służy do tego polecenie [`dvc remote add`](https://dvc.org/doc/command-reference/remote/add).\n",
+    " - Użyjemy lokalnego \"remote\". Tutaj będzie to po prostu utworzony wcześniej katalog `/dvcstore`. Taki katalog istnieje też na naszym Jenkinsie, oczywiście należy go podmontować w Dockerze.\n",
+    " - W rzeczywistych zastosowaniach podalibyśmy tutaj ścieżkę do jakiegoś zasobu dostępnego przez internet jak np. serwer SFTP, ścieżka do AWS S3 itp."
    ]
   },
   {
@@ -742,42 +787,74 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 30,
    "id": "a16f2bfa",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting 'my_local_remote' as a default remote.\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
-    "!dvc remote add -d my_local_remote /dvcstore"
+    "!dvc remote add -d my_local_remote ~/dvcstore"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 31,
    "id": "9c3deeaf",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "On branch master\n",
+      "Changes not staged for commit:\n",
+      "  (use \"git add <file>...\" to update what will be committed)\n",
+      "  (use \"git restore <file>...\" to discard changes in working directory)\n",
+      "\t\u001b[31mmodified:   .dvc/config\u001b[m\n",
+      "\n",
+      "no changes added to commit (use \"git add\" and/or \"git commit -a\")\n"
+     ]
+    }
+   ],
    "source": [
     "!git status"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 32,
    "id": "899eac7d",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[master 7123494] Added DVC remote\n",
+      " 1 file changed, 1 insertion(+), 1 deletion(-)\n"
+     ]
+    }
+   ],
    "source": [
     "!git add .dvc/config\n",
     "!git commit -m \"Added DVC remote\""
@@ -798,30 +875,64 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 33,
    "id": "c7f24f75",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting                                            |1.00 [00:00,  137entry/s]\n",
+      "Pushing\n",
+      "!\u001b[A\n",
+      "  0% Checking cache in '/home/pawel/dvcstore/files/md5'| |0/? [00:00<?,    ?file\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0% Checking cache in '/home/pawel/ium/IUM_10/sample-ml-project-2024/.dvc/cache\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0%|          |Pushing to local                      0/1 [00:00<?,     ?file/s]\u001b[A\n",
+      "Pushing                                                                         \u001b[A\n",
+      "1 file pushed\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc push"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 35,
    "id": "8a355575",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[01;34m/home/pawel/dvcstore\u001b[0m\n",
+      "└── \u001b[01;34mfiles\u001b[0m\n",
+      "    └── \u001b[01;34mmd5\u001b[0m\n",
+      "        └── \u001b[01;34m71\u001b[0m\n",
+      "            └── 7820ef0af287ff346c5cabfb4c612c\n",
+      "\n",
+      "3 directories, 1 file\n"
+     ]
+    }
+   ],
    "source": [
-    "!tree /dvcstore"
+    "!tree ~/dvcstore"
    ]
   },
   {
@@ -853,70 +964,286 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 37,
    "id": "dde39796",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Id,SepalLengthCm,SepalWidthCm,PetalLengthCm,PetalWidthCm,Species\n",
+      "1,5.1,3.5,1.4,0.2,Iris-setosa\n",
+      "2,4.9,3.0,1.4,0.2,Iris-setosa\n",
+      "3,4.7,3.2,1.3,0.2,Iris-setosa\n",
+      "4,4.6,3.1,1.5,0.2,Iris-setosa\n",
+      "5,5.0,3.6,1.4,0.2,Iris-setosa\n",
+      "6,5.4,3.9,1.7,0.4,Iris-setosa\n",
+      "7,4.6,3.4,1.4,0.3,Iris-setosa\n",
+      "8,5.0,3.4,1.5,0.2,Iris-setosa\n",
+      "9,4.4,2.9,1.4,0.2,Iris-setosa\n",
+      "10,4.9,3.1,1.5,0.1,Iris-setosa\n",
+      "11,5.4,3.7,1.5,0.2,Iris-setosa\n",
+      "12,4.8,3.4,1.6,0.2,Iris-setosa\n",
+      "13,4.8,3.0,1.4,0.1,Iris-setosa\n",
+      "14,4.3,3.0,1.1,0.1,Iris-setosa\n",
+      "15,5.8,4.0,1.2,0.2,Iris-setosa\n",
+      "16,5.7,4.4,1.5,0.4,Iris-setosa\n",
+      "17,5.4,3.9,1.3,0.4,Iris-setosa\n",
+      "18,5.1,3.5,1.4,0.3,Iris-setosa\n",
+      "19,5.7,3.8,1.7,0.3,Iris-setosa\n",
+      "20,5.1,3.8,1.5,0.3,Iris-setosa\n",
+      "21,5.4,3.4,1.7,0.2,Iris-setosa\n",
+      "22,5.1,3.7,1.5,0.4,Iris-setosa\n",
+      "23,4.6,3.6,1.0,0.2,Iris-setosa\n",
+      "24,5.1,3.3,1.7,0.5,Iris-setosa\n",
+      "25,4.8,3.4,1.9,0.2,Iris-setosa\n",
+      "26,5.0,3.0,1.6,0.2,Iris-setosa\n",
+      "27,5.0,3.4,1.6,0.4,Iris-setosa\n",
+      "28,5.2,3.5,1.5,0.2,Iris-setosa\n",
+      "29,5.2,3.4,1.4,0.2,Iris-setosa\n",
+      "30,4.7,3.2,1.6,0.2,Iris-setosa\n",
+      "31,4.8,3.1,1.6,0.2,Iris-setosa\n",
+      "32,5.4,3.4,1.5,0.4,Iris-setosa\n",
+      "33,5.2,4.1,1.5,0.1,Iris-setosa\n",
+      "34,5.5,4.2,1.4,0.2,Iris-setosa\n",
+      "35,4.9,3.1,1.5,0.1,Iris-setosa\n",
+      "36,5.0,3.2,1.2,0.2,Iris-setosa\n",
+      "37,5.5,3.5,1.3,0.2,Iris-setosa\n",
+      "38,4.9,3.1,1.5,0.1,Iris-setosa\n",
+      "39,4.4,3.0,1.3,0.2,Iris-setosa\n",
+      "40,5.1,3.4,1.5,0.2,Iris-setosa\n",
+      "41,5.0,3.5,1.3,0.3,Iris-setosa\n",
+      "42,4.5,2.3,1.3,0.3,Iris-setosa\n",
+      "43,4.4,3.2,1.3,0.2,Iris-setosa\n",
+      "44,5.0,3.5,1.6,0.6,Iris-setosa\n",
+      "45,5.1,3.8,1.9,0.4,Iris-setosa\n",
+      "46,4.8,3.0,1.4,0.3,Iris-setosa\n",
+      "47,5.1,3.8,1.6,0.2,Iris-setosa\n",
+      "48,4.6,3.2,1.4,0.2,Iris-setosa\n",
+      "49,5.3,3.7,1.5,0.2,Iris-setosa\n",
+      "50,5.0,3.3,1.4,0.2,Iris-setosa\n",
+      "51,7.0,3.2,4.7,1.4,Iris-versicolor\n",
+      "52,6.4,3.2,4.5,1.5,Iris-versicolor\n",
+      "53,6.9,3.1,4.9,1.5,Iris-versicolor\n",
+      "54,5.5,2.3,4.0,1.3,Iris-versicolor\n",
+      "55,6.5,2.8,4.6,1.5,Iris-versicolor\n",
+      "56,5.7,2.8,4.5,1.3,Iris-versicolor\n",
+      "57,6.3,3.3,4.7,1.6,Iris-versicolor\n",
+      "58,4.9,2.4,3.3,1.0,Iris-versicolor\n",
+      "59,6.6,2.9,4.6,1.3,Iris-versicolor\n",
+      "60,5.2,2.7,3.9,1.4,Iris-versicolor\n",
+      "61,5.0,2.0,3.5,1.0,Iris-versicolor\n",
+      "62,5.9,3.0,4.2,1.5,Iris-versicolor\n",
+      "63,6.0,2.2,4.0,1.0,Iris-versicolor\n",
+      "64,6.1,2.9,4.7,1.4,Iris-versicolor\n",
+      "65,5.6,2.9,3.6,1.3,Iris-versicolor\n",
+      "66,6.7,3.1,4.4,1.4,Iris-versicolor\n",
+      "67,5.6,3.0,4.5,1.5,Iris-versicolor\n",
+      "68,5.8,2.7,4.1,1.0,Iris-versicolor\n",
+      "69,6.2,2.2,4.5,1.5,Iris-versicolor\n",
+      "70,5.6,2.5,3.9,1.1,Iris-versicolor\n",
+      "71,5.9,3.2,4.8,1.8,Iris-versicolor\n",
+      "72,6.1,2.8,4.0,1.3,Iris-versicolor\n",
+      "73,6.3,2.5,4.9,1.5,Iris-versicolor\n",
+      "74,6.1,2.8,4.7,1.2,Iris-versicolor\n",
+      "75,6.4,2.9,4.3,1.3,Iris-versicolor\n",
+      "76,6.6,3.0,4.4,1.4,Iris-versicolor\n",
+      "77,6.8,2.8,4.8,1.4,Iris-versicolor\n",
+      "78,6.7,3.0,5.0,1.7,Iris-versicolor\n",
+      "79,6.0,2.9,4.5,1.5,Iris-versicolor\n",
+      "80,5.7,2.6,3.5,1.0,Iris-versicolor\n",
+      "81,5.5,2.4,3.8,1.1,Iris-versicolor\n",
+      "82,5.5,2.4,3.7,1.0,Iris-versicolor\n",
+      "83,5.8,2.7,3.9,1.2,Iris-versicolor\n",
+      "84,6.0,2.7,5.1,1.6,Iris-versicolor\n",
+      "85,5.4,3.0,4.5,1.5,Iris-versicolor\n",
+      "86,6.0,3.4,4.5,1.6,Iris-versicolor\n",
+      "87,6.7,3.1,4.7,1.5,Iris-versicolor\n",
+      "88,6.3,2.3,4.4,1.3,Iris-versicolor\n",
+      "89,5.6,3.0,4.1,1.3,Iris-versicolor\n",
+      "90,5.5,2.5,4.0,1.3,Iris-versicolor\n",
+      "91,5.5,2.6,4.4,1.2,Iris-versicolor\n",
+      "92,6.1,3.0,4.6,1.4,Iris-versicolor\n",
+      "93,5.8,2.6,4.0,1.2,Iris-versicolor\n",
+      "94,5.0,2.3,3.3,1.0,Iris-versicolor\n",
+      "95,5.6,2.7,4.2,1.3,Iris-versicolor\n",
+      "96,5.7,3.0,4.2,1.2,Iris-versicolor\n",
+      "97,5.7,2.9,4.2,1.3,Iris-versicolor\n",
+      "98,6.2,2.9,4.3,1.3,Iris-versicolor\n",
+      "99,5.1,2.5,3.0,1.1,Iris-versicolor\n",
+      "100,5.7,2.8,4.1,1.3,Iris-versicolor\n",
+      "101,6.3,3.3,6.0,2.5,Iris-virginica\n",
+      "102,5.8,2.7,5.1,1.9,Iris-virginica\n",
+      "103,7.1,3.0,5.9,2.1,Iris-virginica\n",
+      "104,6.3,2.9,5.6,1.8,Iris-virginica\n",
+      "105,6.5,3.0,5.8,2.2,Iris-virginica\n",
+      "106,7.6,3.0,6.6,2.1,Iris-virginica\n",
+      "107,4.9,2.5,4.5,1.7,Iris-virginica\n",
+      "108,7.3,2.9,6.3,1.8,Iris-virginica\n",
+      "109,6.7,2.5,5.8,1.8,Iris-virginica\n",
+      "110,7.2,3.6,6.1,2.5,Iris-virginica\n",
+      "111,6.5,3.2,5.1,2.0,Iris-virginica\n",
+      "112,6.4,2.7,5.3,1.9,Iris-virginica\n",
+      "113,6.8,3.0,5.5,2.1,Iris-virginica\n",
+      "114,5.7,2.5,5.0,2.0,Iris-virginica\n",
+      "115,5.8,2.8,5.1,2.4,Iris-virginica\n",
+      "116,6.4,3.2,5.3,2.3,Iris-virginica\n",
+      "117,6.5,3.0,5.5,1.8,Iris-virginica\n",
+      "118,7.7,3.8,6.7,2.2,Iris-virginica\n",
+      "119,7.7,2.6,6.9,2.3,Iris-virginica\n",
+      "120,6.0,2.2,5.0,1.5,Iris-virginica\n",
+      "121,6.9,3.2,5.7,2.3,Iris-virginica\n",
+      "122,5.6,2.8,4.9,2.0,Iris-virginica\n",
+      "123,7.7,2.8,6.7,2.0,Iris-virginica\n",
+      "124,6.3,2.7,4.9,1.8,Iris-virginica\n",
+      "125,6.7,3.3,5.7,2.1,Iris-virginica\n",
+      "126,7.2,3.2,6.0,1.8,Iris-virginica\n",
+      "127,6.2,2.8,4.8,1.8,Iris-virginica\n",
+      "128,6.1,3.0,4.9,1.8,Iris-virginica\n",
+      "129,6.4,2.8,5.6,2.1,Iris-virginica\n",
+      "130,7.2,3.0,5.8,1.6,Iris-virginica\n",
+      "131,7.4,2.8,6.1,1.9,Iris-virginica\n",
+      "132,7.9,3.8,6.4,2.0,Iris-virginica\n",
+      "133,6.4,2.8,5.6,2.2,Iris-virginica\n",
+      "134,6.3,2.8,5.1,1.5,Iris-virginica\n",
+      "135,6.1,2.6,5.6,1.4,Iris-virginica\n",
+      "136,7.7,3.0,6.1,2.3,Iris-virginica\n",
+      "137,6.3,3.4,5.6,2.4,Iris-virginica\n",
+      "138,6.4,3.1,5.5,1.8,Iris-virginica\n",
+      "139,6.0,3.0,4.8,1.8,Iris-virginica\n",
+      "140,6.9,3.1,5.4,2.1,Iris-virginica\n",
+      "141,6.7,3.1,5.6,2.4,Iris-virginica\n",
+      "142,6.9,3.1,5.1,2.3,Iris-virginica\n",
+      "143,5.8,2.7,5.1,1.9,Iris-virginica\n",
+      "144,6.8,3.2,5.9,2.3,Iris-virginica\n",
+      "145,6.7,3.3,5.7,2.5,Iris-virginica\n",
+      "146,6.7,3.0,5.2,2.3,Iris-virginica\n",
+      "147,6.3,2.5,5.0,1.9,Iris-virginica\n",
+      "148,6.5,3.0,5.2,2.0,Iris-virginica\n",
+      "149,6.2,3.4,5.4,2.3,Iris-virginica\n"
+     ]
+    }
+   ],
    "source": [
-    "!head -n -1 data/Iris.csv | sponge data/Iris.csv"
+    "!head -n -1 data/Iris.csv | tee data/Iris.csv"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 38,
    "id": "7f14ec60",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "On branch master\n",
+      "nothing to commit, working tree clean\n"
+     ]
+    }
+   ],
    "source": [
     "!git status"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 39,
    "id": "8a841039",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "data/Iris.csv.dvc:                                                              \n",
+      "\tchanged outs:\n",
+      "\t\tmodified:           data/Iris.csv\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc status"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 40,
    "id": "bf6c1067",
    "metadata": {
     "slideshow": {
      "slide_type": "slide"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[?25l\u001b[32m⠋\u001b[0m Checking graph                                       core\u001b[39m>\n",
+      "Adding...                                                                       \n",
+      "!\u001b[A\n",
+      "Collecting files and computing hashes in data/Iris.csv |0.00 [00:00,     ?file/s\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0% Checking cache in '/home/pawel/ium/IUM_10/sample-ml-project-2024/.dvc/cache\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0%|          |Adding data/Iris.csv to cache         0/1 [00:00<?,     ?file/s]\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0%|          |Checking out /home/pawel/ium/IUM_10/sa0/1 [00:00<?,    ?files/s]\u001b[A\n",
+      "100% Adding...|████████████████████████████████████████|1/1 [00:00, 50.81file/s]\u001b[A\n",
+      "\n",
+      "To track the changes with git, run:\n",
+      "\n",
+      "\tgit add data/Iris.csv.dvc\n",
+      "\n",
+      "To enable auto staging, run:\n",
+      "\n",
+      "\tdvc config core.autostage true\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc add data/Iris.csv"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 41,
    "id": "4a4865c9",
    "metadata": {
     "slideshow": {
      "slide_type": "slide"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[master 9de24e1] Removed last line from Iris dataset\n",
+      " 1 file changed, 2 insertions(+), 2 deletions(-)\n"
+     ]
+    }
+   ],
    "source": [
     "!git add data/Iris.csv.dvc\n",
     "!git commit -m \"Removed last line from Iris dataset\"\n"
@@ -924,12 +1251,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 43,
    "id": "05e2d320",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "  151 .dvc/cache/files/md5/71/7820ef0af287ff346c5cabfb4c612c\n",
+      "  150 .dvc/cache/files/md5/bc/cff2e578d76852294184c1dce9fdbf\n",
+      "  301 total\n"
+     ]
+    }
+   ],
    "source": [
-    "!wc -l .dvc/cache/*/*"
+    "!wc -l .dvc/cache/files/md5/*/*"
    ]
   },
   {
@@ -942,9 +1279,9 @@
    },
    "source": [
     "### dvc checkout\n",
-    "  - Polecenia `dvc checkout` używamy razem z `git checkout`, żeby zmienić branch, na którym pracujemy.\n",
-    "  - DVC podmieni wersje plików śledzonych przez siebie na pochodzące z innego brancha (o ile pliki te się różnią i różnią się pliki `*.dvc` w odpowiednich branchach\n",
-    "  - zmiana brancha przez git powoduje (ewentualną) zmianę plików `*.dvc` a `dvc checkout` kopiuje/linkuje pliki z katalogu `.dvc/cache` o wartościach hash odpowiadających tym z plików `*.dvc`"
+    "  - Polecenia `dvc checkout` używamy razem z `git checkout`, żeby zmienić gałąź, na której pracujemy.\n",
+    "  - DVC podmieni wersje plików śledzonych przez siebie na pochodzące z innej gałęzi (o ile pliki te się różnią i różnią się pliki `*.dvc` na odpowiednich gałęziach)\n",
+    "  - Zmiana gałęzi przez git powoduje (ewentualną) zmianę plików `*.dvc` a `dvc checkout` kopiuje/linkuje pliki z katalogu `.dvc/cache` o wartościach hash odpowiadających tym z plików `*.dvc`."
    ]
   },
   {
@@ -962,14 +1299,166 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 44,
    "id": "9b018146",
    "metadata": {
     "slideshow": {
      "slide_type": "slide"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Importing 'get-started/data.xml (https://github.com/iterative/dataset-registry)' -> 'data/data.xml'\n",
+      "  0% Downloading data.xml|                           |0/1 [00:00<?,    ?files/s]\n",
+      "!\u001b[A\n",
+      "  0%|          |get-started/data.xml           0.00/13.8M [00:00<?,        ?B/s]\u001b[A\n",
+      "  0%|          |get-started/data.xml      16.5k/13.8M [00:00<01:47,     135kB/s]\u001b[A\n",
+      "  0%|          |get-started/data.xml      66.5k/13.8M [00:00<00:48,     294kB/s]\u001b[A\n",
+      "  1%|          |get-started/data.xml       102k/13.8M [00:00<00:48,     295kB/s]\u001b[A\n",
+      "  2%|▏         |get-started/data.xml       221k/13.8M [00:00<00:25,     566kB/s]\u001b[A\n",
+      "  3%|▎         |get-started/data.xml       374k/13.8M [00:00<00:17,     813kB/s]\u001b[A\n",
+      "  3%|▎         |get-started/data.xml       493k/13.8M [00:00<00:15,     873kB/s]\u001b[A\n",
+      "  5%|▍         |get-started/data.xml       697k/13.8M [00:00<00:12,    1.10MB/s]\u001b[A\n",
+      "  6%|▌         |get-started/data.xml       799k/13.8M [00:01<00:13,    1.02MB/s]\u001b[A\n",
+      "  7%|▋         |get-started/data.xml       935k/13.8M [00:01<00:12,    1.05MB/s]\u001b[A\n",
+      "  8%|▊         |get-started/data.xml      1.05M/13.8M [00:01<00:12,    1.07MB/s]\u001b[A\n",
+      "  8%|▊         |get-started/data.xml      1.10M/13.8M [00:01<00:15,     872kB/s]\u001b[A\n",
+      "  9%|▉         |get-started/data.xml      1.24M/13.8M [00:01<00:13,     991kB/s]\u001b[A\n",
+      " 10%|▉         |get-started/data.xml      1.38M/13.8M [00:01<00:12,    1.03MB/s]\u001b[A\n",
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+      "                                                                                \u001b[A\n",
+      "To track the changes with git, run:\n",
+      "\n",
+      "\tgit add data/data.xml.dvc data/.gitignore\n",
+      "\n",
+      "To enable auto staging, run:\n",
+      "\n",
+      "\tdvc config core.autostage true\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc import https://github.com/iterative/dataset-registry \\\n",
     "             get-started/data.xml -o data/data.xml"
@@ -977,57 +1466,53 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 46,
    "id": "be2c1a37",
    "metadata": {
     "slideshow": {
      "slide_type": "slide"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Data and pipelines are up to date.                                              \n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc status"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 47,
    "id": "3306c5b7",
    "metadata": {
     "slideshow": {
      "slide_type": "slide"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "total 14124\n",
+      "-rw-r--r-- 1 pawel pawel     5072 May 22 07:57 Iris.csv\n",
+      "-rw-r--r-- 1 pawel pawel       88 May 22 07:57 Iris.csv.dvc\n",
+      "-rw-r--r-- 1 pawel pawel 14445097 May 22 07:59 data.xml\n",
+      "-rw-r--r-- 1 pawel pawel      296 May 22 07:59 data.xml.dvc\n"
+     ]
+    }
+   ],
    "source": [
     "ls -l data"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "b73c56ea",
-   "metadata": {
-    "slideshow": {
-     "slide_type": "slide"
-    }
-   },
-   "outputs": [],
-   "source": [
-    "# %load data/data.xml.dvc\n",
-    "md5: 9d5921765bfba6c2c7e4c780c66edaa0\n",
-    "frozen: true\n",
-    "deps:\n",
-    "- path: get-started/data.xml\n",
-    "  repo:\n",
-    "    url: https://github.com/iterative/dataset-registry\n",
-    "    rev_lock: 08c38bbea04e4f9e2130615dd679309ed0e11a72\n",
-    "outs:\n",
-    "- md5: 22a1a2931c8370d3aeedd7183606fd7f\n",
-    "  size: 14445097\n",
-    "  path: data.xml\n"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "db1063ac",
@@ -1038,10 +1523,10 @@
    },
    "source": [
     "## DVC pipelines\n",
-    " - wprowadzenie: https://youtu.be/71IGzyH95UY\n",
+    " - Wprowadzenie: https://youtu.be/71IGzyH95UY\n",
     " - Getting started: https://dvc.org/doc/start/data-pipelines\n",
-    " - dvc pipelines pozwala nam zbudować (za pomocą polecenie `dvc run`) lub zdefiniować (edytując plik `dvc.yaml`) graf zależności między krokami wykonywanymi w naszym projekcie (takimi jak \"przygotowanie danych\", \"trenowanie\", \"ewaluacja\")\n",
-    "  - tak zdefiniowany pipeline można potem uruchomić za pomocą polecenia `dvc reproduce`"
+    " - DVC pipelines pozwalają zbudować (za pomocą polecenia `dvc run`) lub zdefiniować (edytując plik `dvc.yaml`) graf zależności między krokami wykonywanymi w naszym projekcie (takimi jak \"przygotowanie danych\", \"uczenie\", \"ewaluacja\").\n",
+    "- Tak zdefiniowany pipeline można potem uruchomić za pomocą polecenia `dvc reproduce`."
    ]
   },
   {
@@ -1053,11 +1538,12 @@
     }
    },
    "source": [
-    "## Zadania [10+10 pkt]\n",
+    "## Zadania [10 pkt + dodatkowo 10 pkt]\n",
+    "### Termin: 29 maja 2024\n",
     "1. Zainicjalizuj repozytorium DVC wewnątrz Twojego repozytorium z projektem [1pkt]\n",
     "2. Dodaj plik(i) z danymi w Twoim projekcie do DVC [1pkt]\n",
     "3. Skonfiguruj remote (dane do konfiguracji podane poniżej) [3pkt]\n",
-    "4. Stwórz/zdefiniuj i dodaj do repozytorium plik `dvc.yaml` opisujący kroki wykonywane w Twoim projekcie. Wydziel przynajmniej 2 kroki (np. przygotowanie danych/trenowanie) powiązane ze sobą za pomocą zależności (skorzystaj z \n",
+    "4. [Dodatkowo] Stwórz/zdefiniuj i dodaj do repozytorium plik `dvc.yaml` opisujący kroki wykonywane w Twoim projekcie. Wydziel przynajmniej 2 kroki (np. przygotowanie danych/trenowanie) powiązane ze sobą za pomocą zależności (skorzystaj z \n",
     "materiałów \"Getting started\", link powyżej) [10pkt (opcjonalne)]\n",
     "5. Stwórz projekt na Jenkinsie (`s1233456-dvc`), w którym sklonujesz repozytorium, ściągniesz pliki dvc (za pomocą `dvc pull`) i uruchomisz pipeline (za pomocą `dvc reproduce`) [5pkt]"
    ]
@@ -1098,7 +1584,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 50,
    "id": "c48c5b8e",
    "metadata": {
     "slideshow": {
@@ -1110,25 +1596,144 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Collecting package metadata (current_repodata.json): done\n",
-      "Solving environment: \\ "
+      "Requirement already satisfied: dvc[ssh] in /home/pawel/ium/venv/lib/python3.10/site-packages (3.50.2)\n",
+      "Collecting paramiko\n",
+      "  Downloading paramiko-3.4.0-py3-none-any.whl (225 kB)\n",
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m225.9/225.9 KB\u001b[0m \u001b[31m4.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
+      "\u001b[?25hRequirement already satisfied: ruamel.yaml>=0.17.11 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.18.6)\n",
+      "Requirement already satisfied: fsspec in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (2024.5.0)\n",
+      "Requirement already satisfied: dvc-studio-client<1,>=0.20 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.20.0)\n",
+      "Requirement already satisfied: tomlkit>=0.11.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.12.5)\n",
+      "Requirement already satisfied: dvc-objects in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (5.1.0)\n",
+      "Requirement already satisfied: distro>=1.3 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (1.9.0)\n",
+      "Requirement already satisfied: pygtrie>=2.3.2 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (2.5.0)\n",
+      "Requirement already satisfied: voluptuous>=0.11.7 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.14.2)\n",
+      "Requirement already satisfied: attrs>=22.2.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (23.2.0)\n",
+      "Requirement already satisfied: dvc-http>=2.29.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (2.32.0)\n",
+      "Requirement already satisfied: rich>=12 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (13.7.1)\n",
+      "Requirement already satisfied: dulwich in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.22.1)\n",
+      "Requirement already satisfied: pyparsing>=2.4.7 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (3.1.2)\n",
+      "Requirement already satisfied: shortuuid>=0.5 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (1.0.13)\n",
+      "Requirement already satisfied: flufl.lock<8,>=5 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (7.1.1)\n",
+      "Requirement already satisfied: kombu in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (5.3.7)\n",
+      "Requirement already satisfied: iterative-telemetry>=0.0.7 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.0.8)\n",
+      "Requirement already satisfied: dpath<3,>=2.1.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (2.1.6)\n",
+      "Requirement already satisfied: colorama>=0.3.9 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.4.6)\n",
+      "Requirement already satisfied: celery in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (5.4.0)\n",
+      "Requirement already satisfied: packaging>=19 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (24.0)\n",
+      "Requirement already satisfied: tabulate>=0.8.7 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.9.0)\n",
+      "Requirement already satisfied: shtab<2,>=1.3.4 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (1.7.1)\n",
+      "Requirement already satisfied: scmrepo<4,>=3.3.2 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (3.3.5)\n",
+      "Requirement already satisfied: dvc-render<2,>=1.0.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (1.0.2)\n",
+      "Requirement already satisfied: gto<2,>=1.6.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (1.7.1)\n",
+      "Requirement already satisfied: pydot>=1.2.4 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (2.0.0)\n",
+      "Requirement already satisfied: psutil>=5.8 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (5.9.8)\n",
+      "Requirement already satisfied: configobj>=5.0.6 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (5.0.8)\n",
+      "Requirement already satisfied: funcy>=1.14 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (2.0)\n",
+      "Requirement already satisfied: grandalf<1,>=0.7 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.8)\n",
+      "Requirement already satisfied: dvc-task<1,>=0.3.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.4.0)\n",
+      "Requirement already satisfied: requests>=2.22 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (2.31.0)\n",
+      "Requirement already satisfied: zc.lockfile>=1.2.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (3.0.post1)\n",
+      "Requirement already satisfied: flatten-dict<1,>=0.4.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.4.2)\n",
+      "Requirement already satisfied: networkx>=2.5 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (3.3)\n",
+      "Requirement already satisfied: pathspec>=0.10.3 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (0.12.1)\n",
+      "Requirement already satisfied: hydra-core>=1.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (1.3.2)\n",
+      "Requirement already satisfied: omegaconf in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (2.3.0)\n",
+      "Requirement already satisfied: tqdm<5,>=4.63.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (4.66.2)\n",
+      "Requirement already satisfied: dvc-data<3.16,>=3.15 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (3.15.1)\n",
+      "Requirement already satisfied: platformdirs<4,>=3.1.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc[ssh]) (3.11.0)\n",
+      "Collecting dvc-ssh<5,>=4\n",
+      "  Downloading dvc_ssh-4.1.1-py3-none-any.whl (15 kB)\n",
+      "Collecting bcrypt>=3.2\n",
+      "  Downloading bcrypt-4.1.3-cp39-abi3-manylinux_2_28_x86_64.whl (283 kB)\n",
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m283.7/283.7 KB\u001b[0m \u001b[31m12.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+      "\u001b[?25hCollecting pynacl>=1.5\n",
+      "  Downloading PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (856 kB)\n",
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m856.7/856.7 KB\u001b[0m \u001b[31m14.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
+      "\u001b[?25hRequirement already satisfied: cryptography>=3.3 in /home/pawel/ium/venv/lib/python3.10/site-packages (from paramiko) (42.0.7)\n",
+      "Requirement already satisfied: six in /home/pawel/ium/venv/lib/python3.10/site-packages (from configobj>=5.0.6->dvc[ssh]) (1.16.0)\n",
+      "Requirement already satisfied: cffi>=1.12 in /home/pawel/ium/venv/lib/python3.10/site-packages (from cryptography>=3.3->paramiko) (1.16.0)\n",
+      "Requirement already satisfied: diskcache>=5.2.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc-data<3.16,>=3.15->dvc[ssh]) (5.6.3)\n",
+      "Requirement already satisfied: dictdiffer>=0.8.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc-data<3.16,>=3.15->dvc[ssh]) (0.9.0)\n",
+      "Requirement already satisfied: sqltrie<1,>=0.11.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc-data<3.16,>=3.15->dvc[ssh]) (0.11.0)\n",
+      "Requirement already satisfied: aiohttp-retry>=2.5.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from dvc-http>=2.29.0->dvc[ssh]) (2.8.3)\n",
+      "Collecting sshfs[bcrypt]>=2023.4.1\n",
+      "  Downloading sshfs-2024.4.1-py3-none-any.whl (15 kB)\n",
+      "Requirement already satisfied: billiard<5.0,>=4.2.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from celery->dvc[ssh]) (4.2.0)\n",
+      "Requirement already satisfied: tzdata>=2022.7 in /home/pawel/ium/venv/lib/python3.10/site-packages (from celery->dvc[ssh]) (2024.1)\n",
+      "Requirement already satisfied: python-dateutil>=2.8.2 in /home/pawel/ium/venv/lib/python3.10/site-packages (from celery->dvc[ssh]) (2.9.0.post0)\n",
+      "Requirement already satisfied: vine<6.0,>=5.1.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from celery->dvc[ssh]) (5.1.0)\n",
+      "Requirement already satisfied: click-plugins>=1.1.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from celery->dvc[ssh]) (1.1.1)\n",
+      "Requirement already satisfied: click-repl>=0.2.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from celery->dvc[ssh]) (0.3.0)\n",
+      "Requirement already satisfied: click<9.0,>=8.1.2 in /home/pawel/ium/venv/lib/python3.10/site-packages (from celery->dvc[ssh]) (8.1.7)\n",
+      "Requirement already satisfied: click-didyoumean>=0.3.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from celery->dvc[ssh]) (0.3.1)\n",
+      "Requirement already satisfied: atpublic>=2.3 in /home/pawel/ium/venv/lib/python3.10/site-packages (from flufl.lock<8,>=5->dvc[ssh]) (4.1.0)\n",
+      "Requirement already satisfied: semver>=2.13.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from gto<2,>=1.6.0->dvc[ssh]) (3.0.2)\n",
+      "Requirement already satisfied: pydantic!=2.0.0,<3,>=1.9.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from gto<2,>=1.6.0->dvc[ssh]) (2.7.1)\n",
+      "Requirement already satisfied: entrypoints in /home/pawel/ium/venv/lib/python3.10/site-packages (from gto<2,>=1.6.0->dvc[ssh]) (0.4)\n",
+      "Requirement already satisfied: typer>=0.4.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from gto<2,>=1.6.0->dvc[ssh]) (0.12.3)\n",
+      "Requirement already satisfied: antlr4-python3-runtime==4.9.* in /home/pawel/ium/venv/lib/python3.10/site-packages (from hydra-core>=1.1->dvc[ssh]) (4.9.3)\n",
+      "Requirement already satisfied: filelock in /home/pawel/ium/venv/lib/python3.10/site-packages (from iterative-telemetry>=0.0.7->dvc[ssh]) (3.14.0)\n",
+      "Requirement already satisfied: appdirs in /home/pawel/ium/venv/lib/python3.10/site-packages (from iterative-telemetry>=0.0.7->dvc[ssh]) (1.4.4)\n",
+      "Requirement already satisfied: amqp<6.0.0,>=5.1.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from kombu->dvc[ssh]) (5.2.0)\n",
+      "Requirement already satisfied: PyYAML>=5.1.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from omegaconf->dvc[ssh]) (6.0.1)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in /home/pawel/ium/venv/lib/python3.10/site-packages (from requests>=2.22->dvc[ssh]) (2024.2.2)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in /home/pawel/ium/venv/lib/python3.10/site-packages (from requests>=2.22->dvc[ssh]) (3.6)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in /home/pawel/ium/venv/lib/python3.10/site-packages (from requests>=2.22->dvc[ssh]) (3.3.2)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from requests>=2.22->dvc[ssh]) (2.2.1)\n",
+      "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from rich>=12->dvc[ssh]) (2.17.2)\n",
+      "Requirement already satisfied: markdown-it-py>=2.2.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from rich>=12->dvc[ssh]) (3.0.0)\n",
+      "Requirement already satisfied: ruamel.yaml.clib>=0.2.7 in /home/pawel/ium/venv/lib/python3.10/site-packages (from ruamel.yaml>=0.17.11->dvc[ssh]) (0.2.8)\n",
+      "Requirement already satisfied: pygit2>=1.14.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from scmrepo<4,>=3.3.2->dvc[ssh]) (1.15.0)\n",
+      "Requirement already satisfied: gitpython>3 in /home/pawel/ium/venv/lib/python3.10/site-packages (from scmrepo<4,>=3.3.2->dvc[ssh]) (3.1.43)\n",
+      "Requirement already satisfied: asyncssh<3,>=2.13.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from scmrepo<4,>=3.3.2->dvc[ssh]) (2.14.2)\n",
+      "Requirement already satisfied: setuptools in /home/pawel/ium/venv/lib/python3.10/site-packages (from zc.lockfile>=1.2.1->dvc[ssh]) (59.6.0)\n",
+      "Requirement already satisfied: aiohttp in /home/pawel/ium/venv/lib/python3.10/site-packages (from aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc[ssh]) (3.9.5)\n",
+      "Requirement already satisfied: typing-extensions>=3.6 in /home/pawel/ium/venv/lib/python3.10/site-packages (from asyncssh<3,>=2.13.1->scmrepo<4,>=3.3.2->dvc[ssh]) (4.11.0)\n",
+      "Requirement already satisfied: pycparser in /home/pawel/ium/venv/lib/python3.10/site-packages (from cffi>=1.12->cryptography>=3.3->paramiko) (2.22)\n",
+      "Requirement already satisfied: prompt-toolkit>=3.0.36 in /home/pawel/ium/venv/lib/python3.10/site-packages (from click-repl>=0.2.0->celery->dvc[ssh]) (3.0.43)\n",
+      "Requirement already satisfied: gitdb<5,>=4.0.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from gitpython>3->scmrepo<4,>=3.3.2->dvc[ssh]) (4.0.11)\n",
+      "Requirement already satisfied: mdurl~=0.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from markdown-it-py>=2.2.0->rich>=12->dvc[ssh]) (0.1.2)\n",
+      "Requirement already satisfied: pydantic-core==2.18.2 in /home/pawel/ium/venv/lib/python3.10/site-packages (from pydantic!=2.0.0,<3,>=1.9.0->gto<2,>=1.6.0->dvc[ssh]) (2.18.2)\n",
+      "Requirement already satisfied: annotated-types>=0.4.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from pydantic!=2.0.0,<3,>=1.9.0->gto<2,>=1.6.0->dvc[ssh]) (0.7.0)\n",
+      "Requirement already satisfied: orjson in /home/pawel/ium/venv/lib/python3.10/site-packages (from sqltrie<1,>=0.11.0->dvc-data<3.16,>=3.15->dvc[ssh]) (3.10.3)\n",
+      "Requirement already satisfied: shellingham>=1.3.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from typer>=0.4.1->gto<2,>=1.6.0->dvc[ssh]) (1.5.4)\n",
+      "Requirement already satisfied: async-timeout<5.0,>=4.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc[ssh]) (4.0.3)\n",
+      "Requirement already satisfied: aiosignal>=1.1.2 in /home/pawel/ium/venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc[ssh]) (1.3.1)\n",
+      "Requirement already satisfied: multidict<7.0,>=4.5 in /home/pawel/ium/venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc[ssh]) (6.0.5)\n",
+      "Requirement already satisfied: yarl<2.0,>=1.0 in /home/pawel/ium/venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc[ssh]) (1.9.4)\n",
+      "Requirement already satisfied: frozenlist>=1.1.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from aiohttp->aiohttp-retry>=2.5.0->dvc-http>=2.29.0->dvc[ssh]) (1.4.1)\n",
+      "Requirement already satisfied: smmap<6,>=3.0.1 in /home/pawel/ium/venv/lib/python3.10/site-packages (from gitdb<5,>=4.0.1->gitpython>3->scmrepo<4,>=3.3.2->dvc[ssh]) (5.0.1)\n",
+      "Requirement already satisfied: wcwidth in /home/pawel/ium/venv/lib/python3.10/site-packages (from prompt-toolkit>=3.0.36->click-repl>=0.2.0->celery->dvc[ssh]) (0.2.13)\n",
+      "Installing collected packages: bcrypt, pynacl, paramiko, sshfs, dvc-ssh\n",
+      "Successfully installed bcrypt-4.1.3 dvc-ssh-4.1.1 paramiko-3.4.0 pynacl-1.5.0 sshfs-2024.4.1\n"
      ]
     }
    ],
    "source": [
-    "conda install -c conda-forge dvc-ssh"
+    "# conda install -c conda-forge dvc-ssh\n",
+    "\n",
+    "!pip install dvc[ssh] paramiko"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 51,
    "id": "9662b7aa",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[sudo] password for pawel: \n"
+     ]
+    }
+   ],
    "source": [
     "## Poniższe są potrzebne, żeby polecania dvc remote działały:\n",
     "!sudo apt install libssl3 libffi7"
@@ -1148,28 +1753,47 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 52,
    "id": "e9a04876",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Setting 'ium_ssh_remote' as a default remote.\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc remote add -f -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 53,
    "id": "e3f27bbb",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "my_local_remote\t/home/pawel/dvcstore\n",
+      "ium_ssh_remote\tssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc remote list"
    ]
@@ -1188,14 +1812,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 54,
    "id": "5b2fa175",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc remote modify --local ium_ssh_remote password IUM@2021"
    ]
@@ -1214,14 +1846,41 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 55,
    "id": "ea6e16fa",
    "metadata": {
     "slideshow": {
      "slide_type": "fragment"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting                                            |1.00 [00:00,  252entry/s]\n",
+      "Pushing\n",
+      "!\u001b[A\n",
+      "  0% Checking cache in 'files/md5'|                  |0/? [00:00<?,    ?files/s]\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0% Checking cache in '/home/pawel/ium/IUM_10/sample-ml-project-2024/.dvc/cache\u001b[A\n",
+      "                                                                                \u001b[A\n",
+      "!\u001b[A\n",
+      "  0%|          |Pushing to ssh                        0/1 [00:00<?,     ?file/s]\u001b[A\n",
+      "\n",
+      "!\u001b[A\u001b[A\n",
+      "\n",
+      "  0%|          |/home/pawel/ium/IUM_10/sample-m0.00/4.95k [00:00<?,        ?B/s]\u001b[A\u001b[A\n",
+      "\n",
+      "                                                                                \u001b[A\u001b[A\n",
+      "100%|██████████|Pushing to ssh                    1/1 [00:00<00:00,  8.63file/s]\u001b[A\n",
+      "Pushing                                                                         \u001b[A\n",
+      "1 file pushed\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "!dvc push"
    ]
diff --git a/IUM_11.CML.ipynb b/IUM_11.CML.ipynb
index c61503c..1289a35 100644
--- a/IUM_11.CML.ipynb
+++ b/IUM_11.CML.ipynb
@@ -1042,7 +1042,7 @@
     }
    },
    "source": [
-    "## Zadania [20 pkt] (termin: 24.05.2023)\n",
+    "## Zadania [20 pkt] (termin: 05.06.2024)\n",
     "1. Utwórz konto na Github (jeśli jeszcze nie masz)\n",
     "2. Stwórz publiczne repozytorium. Link do niego wklej do kolumny \"Link Github\" w arkuszu [\"Zapisy na zbiory\"](https://teams.microsoft.com/l/file/F62B5988-A797-418D-B085-52E0AF8BD55E?tenantId=73689ee1-b42f-4e25-a5f6-66d1f29bc092&fileType=xlsx&objectUrl=https%3A%2F%2Fuam.sharepoint.com%2Fsites%2F2021SL06-DIUMUI0LABInynieriauczeniamaszynowego-Grupa11%2FShared%20Documents%2FGeneral%2FZapisy%20na%20zbiory.xlsx&baseUrl=https%3A%2F%2Fuam.sharepoint.com%2Fsites%2F2021SL06-DIUMUI0LABInynieriauczeniamaszynowego-Grupa11&serviceName=teams&threadId=19:d67b0dc2ee0849eba517a2aa8507df9c@thread.tacv2&groupId=8cd6b30e-edd9-48db-85ab-259fc11d0c5b) [1 pkt]\n",
     "2. Stwórz prosty Github workflow który:\n",