Data Science is a latest buzzword floating around. It is one of the most interesting subfield of Computer Science.
What does Data Science really means?
Data Science is the art of getting meaningful insights from data and use it for making business strategies. Data Science uses Machine Learningthat provides systems the ability to automatically learn and improve from experience without being explicitly programmed.
The process of learning begins with data, such as, direct experience, or instruction, in order to look for patterns in data and make better decisions in the future based on the examples that we provide. The primary aim is to allow the computers learn automatically without human intervention or assistance and adjust actions accordingly.
This repository is about different Datasets used in real world.
- IPL EDA
- Insurance Risk Prediction
- Customer Segmentation
- Email Spam Detection
- Gender Recognition by Voice
- Indian Premiere League(IPL) is T20 cricket league where players from all over the world participate.
- Research shows that the Chennai Super Kings(CSK) and Mumbai Indians(MI) are the most successful teams.
- An effort to show the Exploratory Data Analysis which helps in understanding the data in simple way.
- Link for the Jupyter notebook
- Insurance is a means of protection from financial loss. It can cover your loss caused either by accident or other unpredicted factors.
- An effort to predict the risk involved while giving insurance to the customers.
- Link for the Jupyter notebook
- Customer segmentation is the process of dividing customers into groups based on common characteristics so companies can market to each group effectively and appropriately.
- An effort to segment the customers so that companies can target marketing strategies accordingly.
- Link for the Jupyter notebook
- Email Spam Detection is the process of segreating the emails based on their context into spam and not spam.
- An effort to segment the Emails into spam and ham.
- Link for the Jupyter notebook
- Gender_Recon_byvoice is the process of segreating the people based into male/female based on accoustic properties.
- An effort to classify voice into male/female based on accoustic properties of them.
- Link for the Jupyter notebook