├── .gitignore ├── PyRoadmap ├── Python full tutorial with Tqzdh 2.xmind ├── Python full tutorial with Tqzdh dark.png ├── Python full tutorial with Tqzdh.pdf ├── Python-full-tutorial-with-Tqzdh.png ├── Thumbnail-Py.png └── Thumbnail-new-Py.png ├── Python Course Outline.pdf ├── README.md ├── Step1-Python-Fundamentals ├── 01-Fundamentals │ ├── Python Roadmap.png │ └── Python Roadmap.pptx ├── 02-Why python │ └── Why Python.pptx ├── 03-Install tools │ └── Files │ │ └── link.txt ├── 04-Data type │ ├── 01-data-type.py │ └── Files │ │ └── Datatypes-in-Python.png ├── 05-String │ └── 02-string.py ├── 06-List │ └── 03-list.py ├── 07-Tuple │ └── 04-tuple.py ├── 08-Set │ └── 05-set.py ├── 09-Dict │ └── 06-dict.py ├── 10-If else elif │ └── 10-condition.py ├── 11-Loops │ ├── 11-for.py │ └── 11-while.py ├── 12-Iterator │ └── iterator.py ├── 13-Function │ └── function.py ├── 14-Lamda │ └── lambda.py ├── 15-Generator │ └── generator.py ├── 16-Project(List Sorting) │ ├── Files │ │ ├── Bubble-sort.gif │ │ └── Insertion-sort.gif │ ├── bubbleSort.py │ ├── insertionSort.py │ └── selectionSort.py ├── 17-Files │ └── file.py ├── 18-Project(phonebook) │ ├── PhoneBook.py │ ├── database.txt │ └── پروژه کار با فایلها.docx ├── 19-Pickle │ └── my_pickle.py ├── 20-Project(library Management) │ ├── books.dat │ ├── borrows.dat │ ├── file.py │ ├── library.py │ ├── users.dat │ └── پروژه کار با فایلها.docx ├── 21-Standard library │ ├── 18-standardLib.py │ ├── https---docs.python.org-3-tutorial-stdlib.html.url │ └── screencapture-docs-python.pdf ├── 22-Encryption │ └── Encryption Intro.pptx ├── 23-Project(hash) │ ├── hack_pass.py │ ├── hashlib.py │ └── pass.csv ├── 24-Project1(challenge) │ ├── challenge.pdf │ └── project1.py ├── 25-Project2(challenge) │ └── project2.py ├── 26-Project3(challenge) │ ├── project3 trace.txt │ └── project3.py ├── 27-Project4(challenge) │ ├── project4.py │ └── بتایپ.png ├── 28-Module │ ├── import_module.py │ └── test_module.py ├── 29-Try-except │ └── try-except.py └── 30-Pip │ └── pip.py ├── Step2-Python-Tools ├── 1-Regex │ ├── regex.png │ └── regex.py ├── 2-Request │ └── request_first.py ├── 3-Regex and Request(Email) │ └── email_finder.py ├── 4-Json │ └── json-docs.png ├── 5-API │ └── Application programming interface - Wikipedia.url └── 6-Weather │ ├── City_Info.json │ ├── Weather_Info.json │ └── weather.py ├── Step3-Python-OOP ├── 1-OOP Fundamentals │ └── OOP Intro.pptx ├── 2-Methods, Properties, Create Objects and Constructors │ └── first_oop.py ├── 3-Inheritance │ └── oop_inheritance_abc.py └── 4-Polymorphism │ ├── oop_polymorphism.py │ └── oop_polymorphism2.py ├── Step4-Python-DataBase ├── 1-DataBase Intro │ └── DataBase Intro.pptx ├── 10-Delete and Update │ └── mysql_delete_update.py ├── 2-Install Xampp Server │ └── link ├── 3-Install MySqlConnector │ └── install mysql.txt ├── 4-Connect to Local host │ └── mysql_connector.py ├── 5-Create database │ └── mysql_create_db.py ├── 6-Create Table │ └── mysql_create_table.py ├── 7-Insert │ ├── javagram_db.sql │ ├── mysql_insert.py │ └── py_university.sql ├── 8-Select │ └── mysql_select.py ├── 9-Join │ └── mysql_where.py └── Select Where Join.docx ├── Step5-Python-GUI ├── 1-Start with PyQt5 │ └── install pyqt5.txt ├── 2-First gui project │ └── first_pyqt5.py ├── 3-Event handling │ └── signal_slot.py ├── 4-Install QT Designer │ └── Qt Designer Download for Windows and Mac.url ├── 5-Calculator Project (PyQt5) │ └── calculator │ │ ├── cal_design.ui │ │ └── calculator.py ├── Python and PyQt- Building a GUI Desktop Calculator – Real Python.url └── convert ui to py.txt ├── Step6-Python-Framework ├── 1-Numpy │ ├── Numpy Docs.pdf │ └── install.txt ├── 2-Matplotlib │ ├── install.txt │ └── mtlplot.py ├── 3-Open-CV │ ├── PCA project with opencv │ │ ├── Dependencies.txt │ │ ├── Face Dataset │ │ │ ├── 000001.jpg │ │ │ ├── 000002.jpg │ │ │ ├── 000003.jpg │ │ │ ├── 000004.jpg │ │ │ ├── 000005.jpg │ │ │ ├── 000006.jpg │ │ │ ├── 000007.jpg │ │ │ ├── 000008.jpg │ │ │ ├── 000009.jpg │ │ │ ├── 000010.jpg │ │ │ ├── 000011.jpg │ │ │ ├── 000012.jpg │ │ │ ├── 000013.jpg │ │ │ ├── 000014.jpg │ │ │ ├── 000015.jpg │ │ │ ├── 000016.jpg │ │ │ ├── 000017.jpg │ │ │ ├── 000018.jpg │ │ │ ├── 000019.jpg │ │ │ ├── 000020.jpg │ │ │ ├── 000021.jpg │ │ │ ├── 000022.jpg │ │ │ ├── 000023.jpg │ │ │ ├── 000024.jpg │ │ │ ├── 000025.jpg │ │ │ ├── 000026.jpg │ │ │ ├── 000027.jpg │ │ │ ├── 000028.jpg │ │ │ ├── 000029.jpg │ │ │ ├── 000030.jpg │ │ │ ├── 000031.jpg │ │ │ ├── 000032.jpg │ │ │ ├── 000033.jpg │ │ │ ├── 000034.jpg │ │ │ ├── 000035.jpg │ │ │ ├── 000036.jpg │ │ │ ├── 000037.jpg │ │ │ ├── 000038.jpg │ │ │ ├── 000039.jpg │ │ │ ├── 000040.jpg │ │ │ ├── 000041.jpg │ │ │ ├── 000042.jpg │ │ │ ├── 000043.jpg │ │ │ ├── 000044.jpg │ │ │ ├── 000045.jpg │ │ │ ├── 000046.jpg │ │ │ ├── 000047.jpg │ │ │ ├── 000048.jpg │ │ │ ├── 000049.jpg │ │ │ ├── 000050.jpg │ │ │ ├── 000051.jpg │ │ │ ├── 000052.jpg │ │ │ ├── 000053.jpg │ │ │ ├── 000054.jpg │ │ │ ├── 000055.jpg │ │ │ ├── 000056.jpg │ │ │ ├── 000057.jpg │ │ │ ├── 000058.jpg │ │ │ ├── 000059.jpg │ │ │ ├── 000060.jpg │ │ │ ├── 000061.jpg │ │ │ ├── 000062.jpg │ │ │ ├── 000063.jpg │ │ │ ├── 000064.jpg │ │ │ ├── 000065.jpg │ │ │ ├── 000066.jpg │ │ │ ├── 000067.jpg │ │ │ ├── 000068.jpg │ │ │ ├── 000069.jpg │ │ │ ├── 000070.jpg │ │ │ ├── 000071.jpg │ │ │ ├── 000072.jpg │ │ │ ├── 000073.jpg │ │ │ ├── 000074.jpg │ │ │ ├── 000075.jpg │ │ │ ├── 000076.jpg │ │ │ ├── 000077.jpg │ │ │ ├── 000078.jpg │ │ │ ├── 000079.jpg │ │ │ ├── 000080.jpg │ │ │ ├── 000081.jpg │ │ │ ├── 000082.jpg │ │ │ ├── 000083.jpg │ │ │ ├── 000084.jpg │ │ │ ├── 000085.jpg │ │ │ ├── 000086.jpg │ │ │ ├── 000087.jpg │ │ │ ├── 000088.jpg │ │ │ ├── 000089.jpg │ │ │ ├── 000090.jpg │ │ │ ├── 000091.jpg │ │ │ ├── 000092.jpg │ │ │ ├── 000093.jpg │ │ │ ├── 000094.jpg │ │ │ ├── 000095.jpg │ │ │ ├── 000096.jpg │ │ │ ├── 000097.jpg │ │ │ ├── 000098.jpg │ │ │ ├── 000099.jpg │ │ │ ├── 000100.jpg │ │ │ ├── 000101.jpg │ │ │ ├── 000102.jpg │ │ │ ├── 000103.jpg │ │ │ ├── 000104.jpg │ │ │ ├── 000105.jpg │ │ │ ├── 000106.jpg │ │ │ ├── 000107.jpg │ │ │ ├── 000108.jpg │ │ │ ├── 000109.jpg │ │ │ ├── 000110.jpg │ │ │ ├── 000111.jpg │ │ │ ├── 000112.jpg │ │ │ ├── 000113.jpg │ │ │ ├── 000114.jpg │ │ │ ├── 000115.jpg │ │ │ ├── 000116.jpg │ │ │ ├── 000117.jpg │ │ │ ├── 000118.jpg │ │ │ ├── 000119.jpg │ │ │ ├── 000120.jpg │ │ │ ├── 000121.jpg │ │ │ ├── 000122.jpg │ │ │ ├── 000123.jpg │ │ │ ├── 000124.jpg │ │ │ ├── 000125.jpg │ │ │ ├── 000126.jpg │ │ │ ├── 000127.jpg │ │ │ ├── 000128.jpg │ │ │ ├── 000129.jpg │ │ │ ├── 000130.jpg │ │ │ ├── 000131.jpg │ │ │ ├── 000132.jpg │ │ │ ├── 000133.jpg │ │ │ ├── 000134.jpg │ │ │ ├── 000135.jpg │ │ │ ├── 000136.jpg │ │ │ ├── 000137.jpg │ │ │ ├── 000138.jpg │ │ │ ├── 000139.jpg │ │ │ ├── 000140.jpg │ │ │ ├── 000141.jpg │ │ │ ├── 000142.jpg │ │ │ ├── 000143.jpg │ │ │ ├── 000144.jpg │ │ │ ├── 000145.jpg │ │ │ ├── 000146.jpg │ │ │ ├── 000147.jpg │ │ │ ├── 000148.jpg │ │ │ ├── 000149.jpg │ │ │ ├── 000150.jpg │ │ │ ├── 000151.jpg │ │ │ ├── 000152.jpg │ │ │ ├── 000153.jpg │ │ │ ├── 000154.jpg │ │ │ ├── 000155.jpg │ │ │ ├── 000156.jpg │ │ │ ├── 000157.jpg │ │ │ ├── 000158.jpg │ │ │ ├── 000159.jpg │ │ │ ├── 000160.jpg │ │ │ ├── 000161.jpg │ │ │ ├── 000162.jpg │ │ │ ├── 000163.jpg │ │ │ ├── 000164.jpg │ │ │ ├── 000165.jpg │ │ │ ├── 000166.jpg │ │ │ ├── 000167.jpg │ │ │ ├── 000168.jpg │ │ │ ├── 000169.jpg │ │ │ ├── 000170.jpg │ │ │ ├── 000171.jpg │ │ │ ├── 000172.jpg │ │ │ ├── 000173.jpg │ │ │ ├── 000174.jpg │ │ │ ├── 000175.jpg │ │ │ ├── 000176.jpg │ │ │ ├── 000177.jpg │ │ │ ├── 000178.jpg │ │ │ ├── 000179.jpg │ │ │ ├── 000180.jpg │ │ │ ├── 000181.jpg │ │ │ ├── 000182.jpg │ │ │ ├── 000183.jpg │ │ │ ├── 000184.jpg │ │ │ ├── 000185.jpg │ │ │ ├── 000186.jpg │ │ │ ├── 000187.jpg │ │ │ ├── 000188.jpg │ │ │ ├── 000189.jpg │ │ │ ├── 000190.jpg │ │ │ ├── 000191.jpg │ │ │ ├── 000192.jpg │ │ │ ├── 000193.jpg │ │ │ ├── 000194.jpg │ │ │ ├── 000195.jpg │ │ │ ├── 000196.jpg │ │ │ ├── 000197.jpg │ │ │ ├── 000198.jpg │ │ │ ├── 000199.jpg │ │ │ ├── 000200.jpg │ │ │ ├── 000201.jpg │ │ │ ├── 000202.jpg │ │ │ ├── 000203.jpg │ │ │ ├── 000204.jpg │ │ │ ├── 000205.jpg │ │ │ ├── 000206.jpg │ │ │ ├── 000207.jpg │ │ │ ├── 000208.jpg │ │ │ ├── 000209.jpg │ │ │ ├── 000210.jpg │ │ │ ├── 000211.jpg │ │ │ ├── 000212.jpg │ │ │ ├── 000213.jpg │ │ │ ├── 000214.jpg │ │ │ ├── 000215.jpg │ │ │ ├── 000216.jpg │ │ │ ├── 000217.jpg │ │ │ ├── 000218.jpg │ │ │ ├── 000219.jpg │ │ │ ├── 000220.jpg │ │ │ ├── 000221.jpg │ │ │ ├── 000222.jpg │ │ │ ├── 000223.jpg │ │ │ ├── 000224.jpg │ │ │ ├── 000225.jpg │ │ │ ├── 000226.jpg │ │ │ ├── 000227.jpg │ │ │ ├── 000228.jpg │ │ │ ├── 000229.jpg │ │ │ ├── 000230.jpg │ │ │ ├── 000231.jpg │ │ │ ├── 000232.jpg │ │ │ ├── 000233.jpg │ │ │ ├── 000234.jpg │ │ │ ├── 000235.jpg │ │ │ ├── 000236.jpg │ │ │ ├── 000237.jpg │ │ │ ├── 000238.jpg │ │ │ ├── 000239.jpg │ │ │ ├── 000240.jpg │ │ │ ├── 000241.jpg │ │ │ ├── 000242.jpg │ │ │ ├── 000243.jpg │ │ │ ├── 000244.jpg │ │ │ ├── 000245.jpg │ │ │ ├── 000246.jpg │ │ │ ├── 000247.jpg │ │ │ ├── 000248.jpg │ │ │ ├── 000249.jpg │ │ │ ├── 000250.jpg │ │ │ ├── 000251.jpg │ │ │ ├── 000252.jpg │ │ │ ├── 000253.jpg │ │ │ ├── 000254.jpg │ │ │ ├── 000255.jpg │ │ │ ├── 000256.jpg │ │ │ ├── 000257.jpg │ │ │ ├── 000258.jpg │ │ │ ├── 000259.jpg │ │ │ ├── 000260.jpg │ │ │ ├── 000261.jpg │ │ │ ├── 000262.jpg │ │ │ ├── 000263.jpg │ │ │ ├── 000264.jpg │ │ │ ├── 000265.jpg │ │ │ ├── 000266.jpg │ │ │ ├── 000267.jpg │ │ │ ├── 000268.jpg │ │ │ ├── 000269.jpg │ │ │ ├── 000270.jpg │ │ │ ├── 000271.jpg │ │ │ ├── 000272.jpg │ │ │ ├── 000273.jpg │ │ │ ├── 000274.jpg │ │ │ ├── 000275.jpg │ │ │ ├── 000276.jpg │ │ │ ├── 000277.jpg │ │ │ ├── 000278.jpg │ │ │ ├── 000279.jpg │ │ │ ├── 000280.jpg │ │ │ ├── 000281.jpg │ │ │ ├── 000282.jpg │ │ │ ├── 000283.jpg │ │ │ ├── 000284.jpg │ │ │ ├── 000285.jpg │ │ │ ├── 000286.jpg │ │ │ ├── 000287.jpg │ │ │ ├── 000288.jpg │ │ │ ├── 000289.jpg │ │ │ ├── 000290.jpg │ │ │ ├── 000291.jpg │ │ │ ├── 000292.jpg │ │ │ ├── 000293.jpg │ │ │ ├── 000294.jpg │ │ │ ├── 000295.jpg │ │ │ ├── 000296.jpg │ │ │ ├── 000297.jpg │ │ │ ├── 000298.jpg │ │ │ ├── 000299.jpg │ │ │ └── 000300.jpg │ │ ├── pca.py │ │ ├── pca2.py │ │ └── yml │ │ │ ├── yml 1.png │ │ │ ├── yml 2.png │ │ │ └── yml 3.png │ ├── install.txt │ └── opencv-first.py ├── 4-Scrapy │ └── install.txt └── 4-Selenium │ ├── google_selenium.py │ └── install.txt └── Step7-Python-Machine-Learning ├── 1-AI & Machine Learning Intro ├── 1-what is AI.ppt ├── 2-Agents.ppt └── 3-ML Intro.ppt ├── 10-CNN Architectures └── 10 cs231n_2017_lecture9.pdf ├── 11-Google colab ├── google colab.txt └── https---colab.research.google.com.url ├── 12-Final project(Transfer Learning) ├── Files │ ├── dataset │ │ ├── 1 │ │ │ ├── 001.jpg │ │ │ ├── 002.jpg │ │ │ ├── 003.jpg │ │ │ ├── 004.jpg │ │ │ ├── 005.jpg │ │ │ ├── 006.jpg │ │ │ ├── 007.jpg │ │ │ ├── 008.jpg │ │ │ ├── 009.jpg │ │ │ ├── 010.jpg │ │ │ ├── 011.jpg │ │ │ ├── 012.jpg │ │ │ ├── 013.jpg │ │ │ ├── 014.jpg │ │ │ ├── 015.jpg │ │ │ ├── 016.jpg │ │ │ ├── 017.jpg │ │ │ ├── 018.jpg │ │ │ ├── 019.jpg │ │ │ ├── 020.jpg │ │ │ ├── 021.jpg │ │ │ ├── 022.jpg │ │ │ ├── 023.jpg │ │ │ ├── 024.jpg │ │ │ ├── 025.jpg │ │ │ ├── 026.jpg │ │ │ ├── 027.jpg │ │ │ ├── 028.jpg │ │ │ ├── 029.jpg │ │ │ ├── 030.jpg │ │ │ ├── 031.jpg │ │ │ ├── 032.jpg │ │ │ ├── 033.jpg │ │ │ ├── 034.jpg │ │ │ ├── 035.jpg │ │ │ ├── 036.jpg │ │ │ ├── 037.jpg │ │ │ ├── 038.jpg │ │ │ ├── 039.jpg │ │ │ ├── 040.jpg │ │ │ ├── 041.jpg │ │ │ ├── 042.jpg │ │ │ ├── 043.jpg │ │ │ ├── 044.jpg │ │ │ ├── 045.jpg │ │ │ ├── 046.jpg │ │ │ ├── 047.jpg │ │ │ ├── 048.jpg │ │ │ ├── 049.jpg │ │ │ ├── 050.jpg │ │ │ ├── 051.jpg │ │ │ ├── 052.jpg │ │ │ ├── 053.jpg │ │ │ ├── 054.jpg │ │ │ ├── 055.jpg │ │ │ ├── 056.jpg │ │ │ ├── 057.jpg │ │ │ ├── 058.jpg │ │ │ ├── 059.jpg │ │ │ ├── 060.jpg │ │ │ ├── 061.jpg │ │ │ ├── 062.jpg │ │ │ ├── 063.jpg │ │ │ ├── 064.jpg │ │ │ ├── 065.jpg │ │ │ ├── 066.jpg │ │ │ ├── 067.jpg │ │ │ ├── 068.jpg │ │ │ ├── 069.jpg │ │ │ ├── 070.jpg │ │ │ ├── 071.jpg │ │ │ ├── 072.jpg │ │ │ ├── 073.jpg │ │ │ ├── 074.jpg │ │ │ ├── 075.jpg │ │ │ ├── 076.jpg │ │ │ ├── 077.jpg │ │ │ ├── 078.jpg │ │ │ ├── 079.jpg │ │ │ ├── 080.jpg │ │ │ ├── 081.jpg │ │ │ ├── 082.jpg │ │ │ ├── 083.jpg │ │ │ ├── 084.jpg │ │ │ ├── 085.jpg │ │ │ ├── 086.jpg │ │ │ ├── 087.jpg │ │ │ ├── 088.jpg │ │ │ ├── 089.jpg │ │ │ ├── 090.jpg │ │ │ ├── 091.jpg │ │ │ ├── 092.jpg │ │ │ ├── 093.jpg │ │ │ ├── 094.jpg │ │ │ ├── 095.jpg │ │ │ ├── 096.jpg │ │ │ ├── 097.jpg │ │ │ ├── 098.jpg │ │ │ ├── 099.jpg │ │ │ └── 100.jpg │ │ ├── 2 │ │ │ ├── 101.jpg │ │ │ ├── 102.jpg │ │ │ ├── 103.jpg │ │ │ ├── 104.jpg │ │ │ ├── 105.jpg │ │ │ ├── 106.jpg │ │ │ ├── 107.jpg │ │ │ ├── 108.jpg │ │ │ ├── 109.jpg │ │ │ ├── 110.jpg │ │ │ ├── 111.jpg │ │ │ ├── 112.jpg │ │ │ ├── 113.jpg │ │ │ ├── 114.jpg │ │ │ ├── 115.jpg │ │ │ ├── 116.jpg │ │ │ ├── 117.jpg │ │ │ ├── 118.jpg │ │ │ ├── 119.jpg │ │ │ ├── 120.jpg │ │ │ ├── 121.jpg │ │ │ ├── 122.jpg │ │ │ ├── 123.jpg │ │ │ ├── 124.jpg │ │ │ ├── 125.jpg │ │ │ ├── 126.jpg │ │ │ ├── 127.jpg │ │ │ ├── 128.jpg │ │ │ ├── 129.jpg │ │ │ ├── 130.jpg │ │ │ ├── 131.jpg │ │ │ ├── 132.jpg │ │ │ ├── 133.jpg │ │ │ ├── 134.jpg │ │ │ ├── 135.jpg │ │ │ ├── 136.jpg │ │ │ ├── 137.jpg │ │ │ ├── 138.jpg │ │ │ ├── 139.jpg │ │ │ ├── 140.jpg │ │ │ ├── 141.jpg │ │ │ ├── 142.jpg │ │ │ ├── 143.jpg │ │ │ ├── 144.jpg │ │ │ ├── 145.jpg │ │ │ ├── 146.jpg │ │ │ ├── 147.jpg │ │ │ ├── 148.jpg │ │ │ ├── 149.jpg │ │ │ ├── 150.jpg │ │ │ ├── 151.jpg │ │ │ ├── 152.jpg │ │ │ ├── 153.jpg │ │ │ ├── 154.jpg │ │ │ ├── 155.jpg │ │ │ ├── 156.jpg │ │ │ ├── 157.jpg │ │ │ ├── 158.jpg │ │ │ ├── 159.jpg │ │ │ ├── 160.jpg │ │ │ ├── 161.jpg │ │ │ ├── 162.jpg │ │ │ ├── 163.jpg │ │ │ ├── 164.jpg │ │ │ ├── 165.jpg │ │ │ ├── 166.jpg │ │ │ ├── 167.jpg │ │ │ ├── 168.jpg │ │ │ ├── 169.jpg │ │ │ ├── 170.jpg │ │ │ ├── 171.jpg │ │ │ ├── 172.jpg │ │ │ ├── 173.jpg │ │ │ ├── 174.jpg │ │ │ ├── 175.jpg │ │ │ ├── 176.jpg │ │ │ ├── 177.jpg │ │ │ ├── 178.jpg │ │ │ ├── 179.jpg │ │ │ ├── 180.jpg │ │ │ ├── 181.jpg │ │ │ ├── 182.jpg │ │ │ ├── 183.jpg │ │ │ ├── 184.jpg │ │ │ ├── 185.jpg │ │ │ ├── 186.jpg │ │ │ ├── 187.jpg │ │ │ ├── 188.jpg │ │ │ ├── 189.jpg │ │ │ ├── 190.jpg │ │ │ ├── 191.jpg │ │ │ ├── 192.jpg │ │ │ ├── 193.jpg │ │ │ ├── 194.jpg │ │ │ ├── 195.jpg │ │ │ ├── 196.jpg │ │ │ ├── 197.jpg │ │ │ ├── 198.jpg │ │ │ ├── 199.jpg │ │ │ └── 200.jpg │ │ └── 3 │ │ │ ├── 201.jpg │ │ │ ├── 202.jpg │ │ │ ├── 203.jpg │ │ │ ├── 204.jpg │ │ │ ├── 205.jpg │ │ │ ├── 206.jpg │ │ │ ├── 207.jpg │ │ │ ├── 208.jpg │ │ │ ├── 209.jpg │ │ │ ├── 210.jpg │ │ │ ├── 211.jpg │ │ │ ├── 212.jpg │ │ │ ├── 213.jpg │ │ │ ├── 214.jpg │ │ │ ├── 215.jpg │ │ │ ├── 216.jpg │ │ │ ├── 217.jpg │ │ │ ├── 218.jpg │ │ │ ├── 219.jpg │ │ │ ├── 220.jpg │ │ │ ├── 221.jpg │ │ │ ├── 222.jpg │ │ │ ├── 223.jpg │ │ │ ├── 224.jpg │ │ │ ├── 225.jpg │ │ │ ├── 226.jpg │ │ │ ├── 227.jpg │ │ │ ├── 228.jpg │ │ │ ├── 229.jpg │ │ │ ├── 230.jpg │ │ │ ├── 231.jpg │ │ │ ├── 232.jpg │ │ │ ├── 233.jpg │ │ │ ├── 234.jpg │ │ │ ├── 235.jpg │ │ │ ├── 236.jpg │ │ │ ├── 237.jpg │ │ │ ├── 238.jpg │ │ │ ├── 239.jpg │ │ │ ├── 240.jpg │ │ │ ├── 241.jpg │ │ │ ├── 242.jpg │ │ │ ├── 243.jpg │ │ │ ├── 244.jpg │ │ │ ├── 245.jpg │ │ │ ├── 246.jpg │ │ │ ├── 247.jpg │ │ │ ├── 248.jpg │ │ │ ├── 249.jpg │ │ │ ├── 250.jpg │ │ │ ├── 251.jpg │ │ │ ├── 252.jpg │ │ │ ├── 253.jpg │ │ │ ├── 254.jpg │ │ │ ├── 255.jpg │ │ │ ├── 256.jpg │ │ │ ├── 257.jpg │ │ │ ├── 258.jpg │ │ │ ├── 259.jpg │ │ │ ├── 260.jpg │ │ │ ├── 261.jpg │ │ │ ├── 262.jpg │ │ │ ├── 263.jpg │ │ │ ├── 264.jpg │ │ │ ├── 265.jpg │ │ │ ├── 266.jpg │ │ │ ├── 267.jpg │ │ │ ├── 268.jpg │ │ │ ├── 269.jpg │ │ │ ├── 270.jpg │ │ │ ├── 271.jpg │ │ │ ├── 272.jpg │ │ │ ├── 273.jpg │ │ │ ├── 274.jpg │ │ │ ├── 275.jpg │ │ │ ├── 276.jpg │ │ │ ├── 277.jpg │ │ │ ├── 278.jpg │ │ │ ├── 279.jpg │ │ │ ├── 280.jpg │ │ │ ├── 281.jpg │ │ │ ├── 282.jpg │ │ │ ├── 283.jpg │ │ │ ├── 284.jpg │ │ │ ├── 285.jpg │ │ │ ├── 286.jpg │ │ │ ├── 287.jpg │ │ │ ├── 288.jpg │ │ │ ├── 289.jpg │ │ │ ├── 290.jpg │ │ │ ├── 291.jpg │ │ │ ├── 292.jpg │ │ │ ├── 293.jpg │ │ │ ├── 294.jpg │ │ │ ├── 295.jpg │ │ │ ├── 296.jpg │ │ │ ├── 297.jpg │ │ │ ├── 298.jpg │ │ │ ├── 299.jpg │ │ │ └── 300.jpg │ └── deep-learning-models-master │ │ ├── LICENSE │ │ ├── README.md │ │ ├── audio_conv_utils.py │ │ ├── imagenet_utils.py │ │ ├── inception_resnet_v2.py │ │ ├── inception_v3.py │ │ ├── mobilenet.py │ │ ├── music_tagger_crnn.py │ │ ├── resnet50.py │ │ ├── vgg16.py │ │ ├── vgg19.py │ │ └── xception.py ├── VGG16_TransferLearning.ipynb └── vgg16_transferlearning.py ├── 2-Scikit-Learn ├── Scikit Learn Site.pdf └── installing.txt ├── 3-Project(BayesClassifier) ├── Bayes.py ├── Bayes_sklearn.py ├── DataSet.xlsx ├── DataSet2.xlsx └── TestSet.xlsx ├── 4-Project(KNN Classifier) ├── Gender_DataSet.xlsx ├── KNN.py └── https---www.edureka.co-blog-k-nearest-neighbors-algorithm-.url ├── 5-Project(Regression) ├── 3_1_ جمعیت و متوسط رشد سالانه در گیلان.xlsx ├── Dependencies.txt ├── Guilan_Population.xlsx ├── Iran_Population.xlsx ├── Regression.py └── population_iran_peredict.pdf ├── 6-Deep Learning Intro └── Deep Learning Intro.ppt ├── 6-Neural Network └── Neural Network.ppt ├── 7-MLP └── MLP.ppt ├── 8-CNN └── CNN.ppt └── 9-Keras ├── CNN.ppt └── Home - Keras Documentation.url /.gitignore: -------------------------------------------------------------------------------- 1 | *.exe 2 | *.yml 3 | -------------------------------------------------------------------------------- /PyRoadmap/Python full tutorial with Tqzdh 2.xmind: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M-Taghizadeh/Python-full-course/a1c113b0b22767c5442fcb5f45991c44ad3568b4/PyRoadmap/Python full tutorial with Tqzdh 2.xmind -------------------------------------------------------------------------------- /PyRoadmap/Python full tutorial with Tqzdh dark.png: -------------------------------------------------------------------------------- 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