MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 20.5 Hours | Lec: 112 | 2.33 GB
Genre: eLearning | Language: English
Learn OOP, Numpy, Pandas and Matplotlib with 11 exercises and full solutions
This course teaches you the fundamentals of any programming language, with Python 3.6 and Anaconda 5.0.0 with Jupyter Notebook!
You'll be learning:
Installing Jupyter Notebook IDE
Using all the vital features of Jupyter Notebook
Variables and comparison operators
Strings, slicing and formatting
Lists, Dictionaries, Tuples and Sets
Control flow and loops
List, Set and Dictionary Comprehension
Functions and decorators to make your code my Pythonic!
Random module and Built-in Functions
Lambda expressions and Handling errors
Learn how to manage files with the OS module
Work with txt and pickle files
Generators, Generators expressions and functional programming
You'll fully master Object-Orientated Programming
Work with Numpy and Pandas modules for manipulating dataframes
Visualize data with Matplotlib module
Work with projects starting with a simple Scissors, Paper, Rock game
New 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!