MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | Duration: 20.5 Hours | Lec: 112 | 2.33 GBGenre: eLearning | Language: EnglishLearn OOP, Numpy, Pandas and Matplotlib with 11 exercises and full solutionsThis course teaches you the fundamentals of any programming language, with Python 3.6 and Anaconda 5.0.0 with Jupyter Notebook!The course is suitable for those are either completely new to programming, or are coming from another programming language (R, JavaScript, etc) and are keen to get a solid grasp of using Python.
You’ll be learning:Installing Jupyter Notebook IDEUsing all the vital features of Jupyter NotebookVariables and comparison operatorsStrings, slicing and formattingLists, Dictionaries, Tuples and SetsControl flow and loopsList, Set and Dictionary ComprehensionFunctions and decorators to make your code my Pythonic!Random module and Built-in FunctionsLambda expressions and Handling errorsLearn how to manage files with the OS moduleWork with txt and pickle filesGenerators, Generators expressions and functional programmingYou’ll fully master Object-Orientated ProgrammingWork with Numpy and Pandas modules for manipulating dataframesVisualize data with Matplotlib moduleWork with projects starting with a simple Scissors, Paper, Rock gameNew lectures and practical projects will be added regularly.
There are a total of 11 exercises with full solutions provided as ipython files, pdf files and lecture solutions.
This course will be kept up to date!