%run _help_reading.py
import pandas as pd
df = pd.read_csv(
'https://github.com/MrGeislinger/victorsothervector/raw/main/'
'data/reading/all_reading-clean.csv'
)
book_name = """Data Science from Scratch"""
one_title = one_title_data(df, book_name)
one_title_summary = get_summary_by_day(one_title)
generate_plot(one_title_summary, book_name);
Overview
This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. The book covers: The important parts of Python to know The important parts of Math / Probability / Statistics to know The basics of data science How commonly-used data science techniques work (learning by implementing them) What is Map-Reduce and how to do it in Python Other applications such as NLP, Network Analysis, and more.
READING
READING
READING