Begin your Data Analysis in Python with IPL Data
amrrs |
Description:
Data Science / Analytics is all about finding valuable insights from the given dataset. In short, Finding answers that could help business. In this, We will see how to get started with Data Analysis in Python. The Python packages that we use in this notebook are: numpy, pandas, matplotlib, and seaborn. Since usually such tutorials are based on in-built datasets like iris, It becomes harder for the learner to connect with the analysis and hence learning becomes difficult. To overcome this, The dataset that we use in this notebook is IPL (Indian Premier League) Dataset posted on Kaggle Datasets sourced from cricsheet.
Prerequisites:
- Basic knowledge of Python
- Interest in learning / using Python for Data Analytics
Content URLs:
https://www.kaggle.com/nulldata/begin-your-data-analysis-in-python-with-ipl-data
https://towardsdatascience.com/analysing-ipl-data-to-begin-data-analytics-with-python-5d2f610126a
https://github.com/amrrs/iq18_workshop/blob/master/data_analysis/Data%20Analysis%20in%20Python%20with%20IPL%20Dataset.ipynb
Speaker Links:
https://towardsdatascience.com/@amrwrites
https://github.com/amrrs/
https://www.meetup.com/BangPypers/events/qxlhwkyxfbwb/