Grab the slides: slides.com/cheukting_ho/legend-data-intro
Every Monday 5pm UK time
Assuming you have your Python installed
If not, one way to start quickly is download Anaconda: https://www.anaconda.com/products/individual
Or you can follow my previous tutorial: https://cheuk.dev/videos/lvjwsugphsy/
to install Python
But you will need in install Jupyter and other library via pip
What will this series cover:
Data manipulation - pandas, loading data from database
Data visulisation - matplotlib, seaborn, bokeh etc
Data Science - static models, machine learning, scikit-learn
Other topics - testing for data science, data pipeline, profiling, neural network, NLP etc....
We will use Jupyter (notebook) as our main IDE
and here's the introduction
Jupyter
Project Jupyter is a non-profit, open-source project, born out of the IPython Project in 2014 as it evolved to support interactive data science and scientific computing across all programming languages. -- jupyter.org
To install Jupyter notebook
How IPython and Jupyter Notebook work
https://jupyter.readthedocs.io/en/latest/architecture/how_jupyter_ipython_work.html
Let's have a tour
%pwd / %cd
%matplotlib
%timeit / %%timeit
%env
using !
%pip / %conda
Next week:
Pandas basics
Every Monday 5pm UK time