Python Training

Learn Python for Data Analysis

Why Python: Number 1 language according to TIOBE index

1. Get started with programming in Python

Download Python: https://www.python.org/

Chapter		resources
Datatypes		https://realpython.com/python-data-types/
Loops & Conditions		https://realpython.com/python-for-loop/
Functions		https://realpython.com/defining-your-own-python-function/
Modules		https://realpython.com/python-modules-packages/
VScode		https://realpython.com/python-development-visual-studio-code/
Files management		https://realpython.com/working-with-files-in-python/

Hands on + exercise!!!

Open Terminal, and run python:

>>> print("Hello World")

2. Discover the Scientific Python ecosystem

Going further with Machine Learning:

3. Develop web apps with Streamlit

Install via PIP (package manager for Python): $ pip install streamlit

Or if you cannot find pip: $ python3 -m pip install streamlit

Develop your first app.py:

import streamlit as st
import pandas as pd

st.write("# My Dashboard")

df = pd.read_excel('data/data.xlsx')

st.sidebar.write("## Data from Excel")
st.sidebar.write(df)

st.bar_chart(df)

4. Version your code with Git & GitHub

Learn the basics about source control with Git:

GIT 101

More resources: