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


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


Let's have a tour

%pwd / %cd


%timeit / %%timeit


using !

%pip / %conda

Next week:

Pandas basics

Every Monday 5pm UK time