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Learning IPython for Interactive Computing and Data Visualization

The Course Overview
Installing Python with Anaconda
Introducing the Notebook
A Crash Course on Python
More on Python Functionalities
Ten Jupyter/IPython Essentials - I
Ten Jupyter/IPython Essentials - II
Exploring a Dataset in the Notebook
Manipulating Data
Complex Operations
A Primer to Vector Computing
Creating and Loading Arrays
Basic Array Manipulations
Computing with NumPy Arrays
Choosing a Plotting Backend
matplotlib and seaborn Essentials
Image Processing
Accelerating Python Code with Numba
Distributing Tasks on Several Cores with IPython.parallel
Creating a Custom Magic Command
Writing a New Jupyter Kernel
Displaying Rich HTML Elements in the Notebook