ML-Study-Group

Machine Learning Study Group

Week 1

Python for data science
Statistics tutorial

End of Week Project:

1. Write different functions that will calculate the mean, median, mode, standard deviation, percentiles of a list containing many different numbers

2)Use the random module to create a rock paper scissors game.

Week 2

Data Analysis with Python using Pandas and Numpy

End of Week Project:

A dataset from kaggle will be used and we’ll be doing some analysis on the data and also to wrangle the data.

Week 3

Data Visualization with Python using Seaborne and Matplotlib

End of Week Project:

A dataset from kaggle will be used and we’ll be doing some visualization on the data.

Week 4

We’ll be working on a dataset as a project which will cover all we’ve done so far

Project detail: A more complex dataset will be used where we will be analyzing and visualizing the data then try to make sense out of the raw data given.

Additional Materials:

1. github tutorials for beginners.

2. Why is jupyter so useful.

3. Data Science tools.