ML-Study-Group
Machine Learning Study Group
Week 1
Python for data science
Statistics tutorial
End of Week Project:
Write different functions that will calculate the mean, median, mode, standard deviation, percentiles of a list containing many different numbers
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: We'll be doing a competition on driven data site.
Week 5 - 8:
We'll be building models all through.
We'll learn supervised and unsupervised machine learning.
Machine learning article
wikipedia definition
Machine Learning best practices
Pipelines and feature unions
Machine Learning with python course
Week 5:
Linear Regression in Machine Learning.
Linear Regression for beginners
Week 6
Classification in Machine Learning.
Week 7:
Introduction to unsupervised learning
Intro to unsupervised Learning