#data-science

Articles tagged with #data-science

#01 Challenge | Delhi's Air Quality Data
Learn how to analyze Time Series data with ARIMA in Python.
Nov 4, 20225 min read240
Summarise Time Series data with the DataFrame.resample function
❌ Don't think of a for loop if you want to summarise your daily Time Series by years. ✅ Instead, use the function resample() from pandas. Let me explain it with an example. We start by loading a DataFrame from a CSV file that contains information on ...
Nov 3, 20222 min read402
#06 | Locating & Filtering the pandas.DataFrame
Learn everything about filtering specific parts of the DataFrame based on conditions.
Oct 14, 202214 min read882
How Edo Guida got a Python job in three months with no programming background
Read this story to learn the roadmap you could follow to get a python job where you can take your skills to the next level while you get paid.
Sep 10, 20223 min read276
#05 | The k-Means & Unsupervised Clustering Models
Challenge Importance The time has come to add another layer to the hierarchy of Machine Learning models. Do we have the variable we want to predict in the dataset? YES: Supervised Learning Predicting a Numerical Variable → Regression Predicting a C...
Sep 6, 20229 min read627
#05 | DateTime Object's Potential within Pandas, a Python Library
Learn how you can save vast amounts of time by applying the DateTime functionalities of Pandas. Instead of thinking about for loops.
Aug 27, 20226 min read505