diff --git a/IUM_00.Organizacyjne.ipynb b/IUM_00.Organizacyjne.ipynb index fa8c1d1..d47040b 100644 --- a/IUM_00.Organizacyjne.ipynb +++ b/IUM_00.Organizacyjne.ipynb @@ -8,10 +8,14 @@ } }, "source": [ - "# AITech Inżynieria Uczenia Maszynowego\n", + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

0. Informacje organizacyjne [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", "\n", - "\n", - "## Informacje organizacyjne" + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { @@ -153,12 +157,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -171,6 +178,11 @@ "pygments_lexer": "ipython3", "version": "3.9.1" }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "0.Organizacyjne[laboratoria]", + "title": "Inżynieria uczenia maszynowego", "toc": { "base_numbering": 1, "nav_menu": {}, @@ -183,7 +195,8 @@ "toc_position": {}, "toc_section_display": false, "toc_window_display": false - } + }, + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_01.Wprowadzenie.ipynb b/IUM_01.Wprowadzenie.ipynb index 27fa2aa..58be5e9 100644 --- a/IUM_01.Wprowadzenie.ipynb +++ b/IUM_01.Wprowadzenie.ipynb @@ -8,8 +8,14 @@ } }, "source": [ - "### AITech Inżynieria Uczenia Maszynowego\n", - "# 1. Wprowadzenie" + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

1. Wprowadzenie [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { @@ -197,12 +203,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -213,8 +222,13 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.9.1" }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "1.Wprowadzenie[laboratoria]", + "title": "Inżynieria uczenia maszynowego", "toc": { "base_numbering": 1, "nav_menu": {}, @@ -227,7 +241,8 @@ "toc_position": {}, "toc_section_display": false, "toc_window_display": false - } + }, + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_02.Dane.ipynb b/IUM_02.Dane.ipynb index 75bcd57..beb3b0a 100644 --- a/IUM_02.Dane.ipynb +++ b/IUM_02.Dane.ipynb @@ -1,5 +1,23 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

2. Dane [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" + ] + }, { "cell_type": "markdown", "metadata": { @@ -1462,12 +1480,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -1480,6 +1501,11 @@ "pygments_lexer": "ipython3", "version": "3.9.1" }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "2.Dane[laboratoria]", + "title": "Inżynieria uczenia maszynowego", "toc": { "base_numbering": 1, "nav_menu": {}, @@ -1492,7 +1518,8 @@ "toc_position": {}, "toc_section_display": false, "toc_window_display": false - } + }, + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_03.CI-Jenkins.ipynb b/IUM_03.CI-Jenkins.ipynb index 27ee467..664a466 100644 --- a/IUM_03.CI-Jenkins.ipynb +++ b/IUM_03.CI-Jenkins.ipynb @@ -2,14 +2,29 @@ "cells": [ { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ - "# System ciągłej integracji na przykładzie Jenkins" + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

3. System ciągłej integracji na przykładzie Jenkins [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Ciągła integracja \n", " - Jest to praktyka rozwoju projektów informatycznych polegająca na bardzo częstym włączaniu nowych zmian do głównej gałęzi (branch)\n", @@ -21,7 +36,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Systemy ciągłej integracji \n", "- Umożliwiają utomatyczne :\n", @@ -39,7 +58,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Systemy ciągłej integracji\n", " - Jenkins
\n", @@ -51,7 +74,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Jenkins \n", "
\n", @@ -67,7 +94,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Terminologia\n", " - **Job, aka. Pipleine (Projekt)** - podstawowa jednostka organizacji pracy wykonywanej przez Jenkinsa. \n", @@ -79,7 +110,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ " - **Build (Zadanie)** - instancja uruchomionego projektu. Może być w trakcie wykonywania, albo zakończona z jednym z rezultatów:\n", " - Successful \n", @@ -96,7 +131,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Terminologia c.d.\n", " - **Step (Krok?)** - każdy pipeline to sekwencja kroków do wykonania. \n", @@ -113,7 +152,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Dokumentacja\n", "- https://www.jenkins.io/doc/book/pipeline/\n", @@ -123,7 +166,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Zadania [15 pkt]\n", "Na dzisiejszych zajęciach przygotujemy dwa połączone ze sobą zadania:\n", @@ -138,14 +185,22 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Polecenia" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "#### 1. Zaloguj się\n", " - zaloguj się na https://tzietkiewicz.vm.wmi.amu.edu.pl:8080 za pomocą konta wydziałowego (jak w laboratoriach WMI)" @@ -153,7 +208,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "#### 2. Utwórz nowy projekt (Job) [1pkt]\n", "\n", @@ -167,7 +226,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "#### 3. Definicja Pipeline [2pkt]\n", "\n", @@ -189,7 +252,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "Przykładowy declarative Pipeline (https://tzietkiewicz.vm.wmi.amu.edu.pl:8080/job/hello-world/):\n", "\n", @@ -228,7 +295,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "Przykładowy scripted Pipeline (https://tzietkiewicz.vm.wmi.amu.edu.pl:8080/job/hello-world-scripted/):\n", "\n", @@ -263,7 +334,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "#### 4. Repozytorium [2 pkt]\n", "\n", @@ -285,7 +360,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "#### 5. Zapisanie zbioru danych [4 pkt]\n", "Edytuj zawartość Jenkinsfile tak, żeby realizował on następujące zadania:\n", @@ -301,7 +380,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "#### 6. Hasło do Kaggle\n", " - Jeśli pobierasz swój zbiór z Kaggle, to możesz mieć problem z uwierzytelnieniem.\n", @@ -352,7 +435,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "#### 7. Parametry zadania [1 pkt]\n", "1. Dodaj do projektu `s123456-create-dataset` parametr teksotwy `CUTOFF`, który umożliwi zdefiniowanie wielkości odcięcia zbioru danych (czyli obetnie liczbę przykładów do `CUTOFF` pierwszych/losowych przykładów).\n", @@ -366,7 +453,11 @@ }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "#### 6. Statystki [5 pkt]\n", "Stwórz projekt (job) s123456-dataset-stats, który zrealizuje następujące kroki:\n", @@ -398,11 +489,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", + "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -415,6 +510,11 @@ "pygments_lexer": "ipython3", "version": "3.9.1" }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "3.CI-Jenkins[laboratoria]", + "title": "Inżynieria uczenia maszynowego", "toc": { "base_numbering": 1, "nav_menu": {}, @@ -427,7 +527,8 @@ "toc_position": {}, "toc_section_display": false, "toc_window_display": false - } + }, + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_04.Konteneryzacja.ipynb b/IUM_04.Konteneryzacja.ipynb index 0ed93ff..09e4e2f 100644 --- a/IUM_04.Konteneryzacja.ipynb +++ b/IUM_04.Konteneryzacja.ipynb @@ -8,7 +8,24 @@ } }, "source": [ - "# Konteneryzacja\n", + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

4. Konteneryzacja [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ "Plan na dziś\n", "\n", "1. Konteneryzacja i Docker\n", @@ -562,12 +579,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -580,6 +600,11 @@ "pygments_lexer": "ipython3", "version": "3.9.1" }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "4.Konteneryzacja[laboratoria]", + "title": "Inżynieria uczenia maszynowego", "toc": { "base_numbering": 1, "nav_menu": {}, @@ -592,7 +617,8 @@ "toc_position": {}, "toc_section_display": false, "toc_window_display": false - } + }, + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_05.Biblioteki_DL.ipynb b/IUM_05.Biblioteki_DL.ipynb index 2456ccf..62e2a3c 100644 --- a/IUM_05.Biblioteki_DL.ipynb +++ b/IUM_05.Biblioteki_DL.ipynb @@ -8,7 +8,14 @@ } }, "source": [ - "# Biblioteki Deep Learning" + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

5. Biblioteki Deep Learning [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { @@ -305,12 +312,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -323,6 +333,11 @@ "pygments_lexer": "ipython3", "version": "3.9.1" }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "5.Biblioteki_DL[laboratoria]", + "title": "Inżynieria uczenia maszynowego", "toc": { "base_numbering": 1, "nav_menu": {}, @@ -335,7 +350,8 @@ "toc_position": {}, "toc_section_display": false, "toc_window_display": false - } + }, + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_06.Jenkins-2.ipynb b/IUM_06.Jenkins-2.ipynb index f5f4c62..d8df576 100644 --- a/IUM_06.Jenkins-2.ipynb +++ b/IUM_06.Jenkins-2.ipynb @@ -8,7 +8,14 @@ } }, "source": [ - "# Jenkins II" + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

6. Jenkins, część 2. [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { @@ -216,12 +223,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -234,6 +244,11 @@ "pygments_lexer": "ipython3", "version": "3.9.1" }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "6.Jenkins-2[laboratoria]", + "title": "Inżynieria uczenia maszynowego", "toc": { "base_numbering": 1, "nav_menu": {}, @@ -246,7 +261,8 @@ "toc_position": {}, "toc_section_display": false, "toc_window_display": false - } + }, + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_07.Sacred.ipynb b/IUM_07.Sacred.ipynb index 5c69bc6..e7e6b95 100644 --- a/IUM_07.Sacred.ipynb +++ b/IUM_07.Sacred.ipynb @@ -1,5 +1,23 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

7. Sacred [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" + ] + }, { "cell_type": "markdown", "metadata": { @@ -1493,12 +1511,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -1511,6 +1532,11 @@ "pygments_lexer": "ipython3", "version": "3.9.1" }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "7.Sacred[laboratoria]", + "title": "Inżynieria uczenia maszynowego", "toc": { "base_numbering": 1, "nav_menu": {}, @@ -1523,7 +1549,8 @@ "toc_position": {}, "toc_section_display": false, "toc_window_display": false - } + }, + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_08.MLFlow.ipynb b/IUM_08.MLFlow.ipynb index ad0dd22..e226ddb 100644 --- a/IUM_08.MLFlow.ipynb +++ b/IUM_08.MLFlow.ipynb @@ -8,8 +8,14 @@ } }, "source": [ - "# MLflow\n", - "
\n" + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

8. MLFlow [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { @@ -21,6 +27,8 @@ }, "source": [ " ## MLflow\n", + "
\n", + "\n", " - https://mlflow.org/\n", " - Narzędzie podobne do omawianego na poprzednich zajęciach Sacred\n", " - Nieco inne podejście: mniej ingerencji w istniejący kod\n", @@ -1413,12 +1421,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -1430,7 +1441,13 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" - } + }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "8.MLFlow[laboratoria]", + "title": "Inżynieria uczenia maszynowego", + "year": "2021" }, "nbformat": 4, "nbformat_minor": 4 diff --git a/IUM_09.Python_srodowiska.ipynb b/IUM_09.Python_srodowiska.ipynb index b2b2862..1aa8418 100644 --- a/IUM_09.Python_srodowiska.ipynb +++ b/IUM_09.Python_srodowiska.ipynb @@ -2,14 +2,21 @@ "cells": [ { "cell_type": "markdown", - "id": "be5ab2df", + "id": "4b9b298d", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ - "# Środowiska wirtualne" + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

\n", + "

9. Środowiska wirtualne [laboratoria]

\n", + "

Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { @@ -150,7 +157,11 @@ { "cell_type": "markdown", "id": "90605b49", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## pipx\n", " - pipx: polecenie, które instaluje moduł Pythonowy w odrębnym środowisku wirtualnym venv\n", @@ -1715,12 +1726,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -1732,7 +1746,13 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" - } + }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "9.Python_srodowiska[laboratoria]", + "title": "Inżynieria uczenia maszynowego", + "year": "2021" }, "nbformat": 4, "nbformat_minor": 5 diff --git a/IUM_10.DVC.ipynb b/IUM_10.DVC.ipynb index 3cdf132..2aaf6e6 100644 --- a/IUM_10.DVC.ipynb +++ b/IUM_10.DVC.ipynb @@ -1,5 +1,24 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "7fe475ae", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

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10. DVC [laboratoria]

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Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" + ] + }, { "cell_type": "markdown", "id": "0c6f27a5", @@ -9,7 +28,6 @@ } }, "source": [ - "# DVC\n", "" ] }, @@ -866,7 +884,11 @@ "cell_type": "code", "execution_count": null, "id": "c7f24f75", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [], "source": [ "!dvc push" @@ -1343,7 +1365,11 @@ { "cell_type": "markdown", "id": "2f5a8590", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## SSH remote\n", "Jednym z remote obsługiwanych przez DVC jest SFTP/SSH.\n", @@ -1354,7 +1380,11 @@ { "cell_type": "markdown", "id": "82a61107", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "### Lokalnie\n", "Będziemy potrzebować zależności :\n", @@ -1370,7 +1400,11 @@ "cell_type": "code", "execution_count": 15, "id": "c48c5b8e", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -1446,7 +1480,11 @@ "cell_type": "code", "execution_count": 27, "id": "e9a04876", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -1465,7 +1503,11 @@ "cell_type": "code", "execution_count": 28, "id": "e3f27bbb", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -1485,7 +1527,11 @@ "cell_type": "code", "execution_count": 32, "id": "5b2fa175", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -1528,7 +1574,11 @@ { "cell_type": "markdown", "id": "1468c44c", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "### Jenkins\n", "\n", @@ -1568,12 +1618,15 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", "celltoolbar": "Slideshow", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -1585,7 +1638,13 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" - } + }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "10.DVC[laboratoria]", + "title": "Inżynieria uczenia maszynowego", + "year": "2021" }, "nbformat": 4, "nbformat_minor": 5 diff --git a/IUM_11.CML.ipynb b/IUM_11.CML.ipynb index d9bcdfa..065eb44 100644 --- a/IUM_11.CML.ipynb +++ b/IUM_11.CML.ipynb @@ -2,16 +2,31 @@ "cells": [ { "cell_type": "markdown", - "id": "08cbeca2", - "metadata": {}, + "id": "9d06fc91", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ - "# Github actions i CML" + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
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Inżynieria uczenia maszynowego

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11. Github actions i CML [laboratoria]

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Tomasz Ziętkiewicz (2021)

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\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { "cell_type": "markdown", "id": "beeb17b2", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Github actions\n", "" @@ -20,7 +35,11 @@ { "cell_type": "markdown", "id": "752995e1", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ " - https://docs.github.com/en/actions\n", " - System ciągłej integracji \"wbudowany\" w GitHub\n", @@ -31,7 +50,11 @@ { "cell_type": "markdown", "id": "2b06cc01", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "https://youtu.be/cP0I9w2coGU" ] @@ -39,7 +62,11 @@ { "cell_type": "markdown", "id": "b66dd41f", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "### Terminologia Github Actions\n", " - *Workflow* - workflow odpowiada \"Pipeline\" z Jenkinsa.\n", @@ -55,7 +82,11 @@ { "cell_type": "markdown", "id": "9f1f6d0a", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "### Definicja workflow\n", " - Workflow definiuje się w plikach YAM(o rozszerzeniu `*.yml` albo `*.yaml`) umieszczonych w specjalnym folderze `.github/workflows/` wewnątrz repozytorium\n", @@ -74,7 +105,11 @@ "cell_type": "code", "execution_count": 1, "id": "955585a9", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -96,7 +131,11 @@ "cell_type": "code", "execution_count": 5, "id": "f4916c1f", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -115,7 +154,11 @@ "cell_type": "code", "execution_count": 6, "id": "dde8d432", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -145,7 +188,11 @@ { "cell_type": "markdown", "id": "ed780dea", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "### Zależności\n", "\n", @@ -159,7 +206,11 @@ { "cell_type": "markdown", "id": "28b582c4", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "### Akcje\n", "Za pomocą polecenia `uses` możemy używać przygotowanych wcześniej akcji. Mogą one pochodzić:\n", @@ -171,7 +222,11 @@ { "cell_type": "markdown", "id": "805622e8", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## CML - Continous Machine Learning\n", "" @@ -180,7 +235,11 @@ { "cell_type": "markdown", "id": "e0b3acbf", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ " - Tworzone przez [iterative.ai](iterative.ai) (tak jak DVC)\n", " - https://cml.dev/\n", @@ -197,7 +256,11 @@ { "cell_type": "markdown", "id": "cdb54b38", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "### Przykładowy Workflow CML:" ] @@ -206,7 +269,11 @@ "cell_type": "code", "execution_count": 1, "id": "07b1035a", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -229,7 +296,11 @@ "cell_type": "code", "execution_count": 5, "id": "bf27a2b3", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -248,7 +319,11 @@ "cell_type": "code", "execution_count": 14, "id": "64f6e21d", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -285,7 +360,11 @@ "cell_type": "code", "execution_count": null, "id": "83e49d3b", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [], "source": [ "# %load train.py\n", @@ -323,7 +402,11 @@ { "cell_type": "markdown", "id": "8dc5748f", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "Wprowadźmy zmianę do pliku (linijka 17: `depth= = 6`)" ] @@ -332,7 +415,11 @@ "cell_type": "code", "execution_count": 11, "id": "afeaf939", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -377,7 +464,11 @@ { "cell_type": "markdown", "id": "3e4a711a", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "Stwórzmy nowy branch \"deep_depth\":" ] @@ -386,7 +477,11 @@ "cell_type": "code", "execution_count": 13, "id": "ab019b0b", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "outputs": [ { "name": "stdout", @@ -422,7 +517,11 @@ { "cell_type": "markdown", "id": "b50f46a8", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "" ] @@ -430,7 +529,11 @@ { "cell_type": "markdown", "id": "c56c8785", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "" ] @@ -438,7 +541,11 @@ { "cell_type": "markdown", "id": "fb25c587", - "metadata": {}, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, "source": [ "## Zadania\n", "1. Utwórz konto na Github (jeśli jeszcze nie masz)\n", @@ -452,11 +559,14 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -468,7 +578,13 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" - } + }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "11.CML[laboratoria]", + "title": "Inżynieria uczenia maszynowego", + "year": "2021" }, "nbformat": 4, "nbformat_minor": 5 diff --git a/IUM_12.Praca.ipynb b/IUM_12.Praca.ipynb index c5f5958..cd55d87 100644 --- a/IUM_12.Praca.ipynb +++ b/IUM_12.Praca.ipynb @@ -2,10 +2,17 @@ "cells": [ { "cell_type": "markdown", - "id": "85b20432", + "id": "805668ca", "metadata": {}, "source": [ - "# Przegląd rynku pracy" + "![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n", + "
\n", + "

Inżynieria uczenia maszynowego

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12. Przegląd rynku pracy [laboratoria]

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Tomasz Ziętkiewicz (2021)

\n", + "
\n", + "\n", + "![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)" ] }, { @@ -56,11 +63,14 @@ } ], "metadata": { + "author": "Tomasz Ziętkiewicz", + "email": "tomasz.zietkiewicz@amu.edu.pl", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, + "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", @@ -72,7 +82,13 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" - } + }, + "slideshow": { + "slide_type": "slide" + }, + "subtitle": "12.Praca[laboratoria]", + "title": "Inżynieria uczenia maszynowego", + "year": "2021" }, "nbformat": 4, "nbformat_minor": 5