├── README.md ├── assignments ├── Assignment01.ipynb ├── Assignment01_extra │ └── theory_sgd_regression.pdf ├── Assignment03.ipynb ├── Assignment03_extra │ ├── example_hard.png │ ├── example_simple.png │ └── example_simple_done.png └── Assignment_pandas │ ├── appartments.csv │ ├── cars.csv │ ├── pandas_task.pdf │ └── people.csv └── lectures ├── Python01-basics.ipynb ├── Python01-basics_extra ├── 7.jpg ├── I_will_google.gif ├── Monty_Python.png ├── condition.jpg ├── homework.jpg ├── input.jpg ├── logo.png ├── mypackage.py ├── mypackage2.py ├── simplicity.jpg ├── soup.jpg └── sugar.jpg ├── Python02-basics2.ipynb ├── Python02-basics2_extra ├── __pycache__ │ ├── mypackage.cpython-37.pyc │ └── mypackage2.cpython-37.pyc ├── badcode.png ├── func.png ├── hometask.jpg ├── import.jpg ├── lambda.jpeg ├── logo.png ├── mypackage.py ├── mypackage2.py ├── python_dictionary.jpg └── tst │ └── folder │ ├── __pycache__ │ └── deeppackage.cpython-37.pyc │ └── deeppackage.py ├── Python03-OOP.ipynb ├── Python03-OOP_extra ├── Python-logo-notext.svg └── meme1.png ├── Python04-Numpy.ipynb ├── Python04-Numpy_extra ├── SIMD.png ├── np_create_matrix.png ├── np_indexing.png ├── np_matrix_aggregation_row.png ├── np_matrix_broadcasting.png ├── np_matrix_indexing.png ├── np_multiply_broadcasting.png ├── np_sub_mult_divide.png ├── np_transposing_reshaping.png ├── numpy.jpeg ├── numpy_speed.jpg └── scalar_vector_matrix_tensor.jpeg ├── Python05-best_practices.ipynb ├── Python05-best_practices_extra ├── git.png ├── hierarchy.jpeg ├── naming.jpeg ├── pandas_joke.jpg ├── pep8.jpeg ├── pep8_logo.jpg └── read_code_joke.jpg ├── Python06-iterators.ipynb ├── Python06-iterators_extra ├── coroutine.jpg ├── decoration.jpeg ├── decorators.jpg ├── deeper.png ├── end.jpg ├── iter_vs_gen.svg ├── iterator.jpg ├── logo.png ├── more_iterators.jpg └── motivation.txt ├── Python07-pandas.ipynb ├── Python07-pandas_extra ├── Pandas_logo.svg ├── dataframe_constuctor.jpg ├── panda.jpg ├── pandas_logo.png └── pandas_write.jpg ├── Python07_pandas_example.ipynb ├── Python08-matplotlib.ipynb ├── Python08-matplotlib_extra ├── logo2_compressed.svg ├── risovach.ru.jpg └── seaborn-logo.svg ├── Python09-OpenCV.ipynb ├── Python09-OpenCV_extra ├── I_know_python.jpeg ├── closing.png ├── data │ ├── generalresponses.data │ ├── generalsamples.data │ ├── test.png │ ├── train.png │ └── train_result.png ├── deploy.prototxt.txt ├── haarcascade_frontalface_default.xml ├── homework_example.jpeg ├── j.png ├── logos.jpeg ├── my_video.mp4 ├── new_img_opencv.jpg ├── no_time.jpg ├── opencv.jpg ├── opening.png ├── res10_300x300_ssd_iter_140000.caffemodel ├── skimage_png_emaple.png ├── what_is_pillow.jpeg └── what_is_pillow.png ├── Python10-Parallel.ipynb └── Python10-Parallel_extra ├── GIL_description.gif ├── HTTP_Request.png ├── HTTP_Response.png ├── amdal.png ├── basic_auth.png ├── koleno.gif ├── logo.png ├── pr.png ├── pr1.py ├── pr10.py ├── pr2.py ├── pr3.py ├── pr4.py ├── pr5.py ├── pr6.py ├── pr7.py ├── pr8.py 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