Nothing -> Something

Practise along to equip yourself with this un-sexy yet important logging skill for your programming jobs

Just a Basic Logging Functionality!

Import Logging module

import logging

Define get_logger() Function and Initialize Logging Parameters

def get_logger(name, log_config…


Using Titanic data set to explain and implement both the concepts step-by-step. A great opportunity to also code in Julia!

using DataFrames, CSV
df = DataFrame(CSV.File("train.csv"))
show(describe(df), allcols=true)
A description of the Titanic train set

Weight of Evidence (WoE)


It’s time to unlock the potential of your camera!

Installation and Initial Preparation


From business understanding to models evaluation, this data science project assists me to be crystal clear in my job search.

Payday! Image found on GIPHY by andersonpaak.com
engine = create_engine('postgresql://[username]:[password]@[database].ap-southeast-1.rds.amazonaws.com:5432/postgres', echo=True)
query = """
SELECT * FROM posting;
"""
posting = pd.read_sql(query, engine)
posting.sample(5)


From business understanding to models evaluation, this data science project assists me to be crystal clear in my job search.

“Should I do my Data Science project or writing my Cover Letter? Why not both?” Photo by Markus Spiske on Unsplash

Business Understanding

What are the problems for this project then?

JT Quant

C++ | Python | Javascript — why choose 1 when you can choose all?

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