RoshanADK / Soccer_Data_Analysis

Soccer Data Analysis

I've been following the Python for Data Science Course by UC San Diego on Edx.

https://courses.edx.org/courses/course-v1:UCSanDiegoX+DSE200x+1T2018/course/

Sess 1:

Intro to Python,Data Science and ML

Sess 2:

Setting up the environment, Jupyter Notebooks, installing dependencies

Sess 3:

Analysing data, check for Null Values, overall data Pre-processing

Sess 4:

Watched video snippets on Basics of data science.

Sess 5:

Played around with Jupyter Notebooks, sql database, pandas and numpy basics

Sess 6:

Revised Machine learning course on coursera by Andrew NG

Sess 7:

Started with Linear Regression alongside. Basics of regression and Gradient Descent.

Sess 8:

Playing with gradient descent with Linear Algebra and calculus. Intuition video by Andrew NG.