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Notebooks for Data Science
2020-07-07

Glass Classification

In this notebook i used SVM for classification glass type.

glass classification

data science

machine learning

classification

python

2020-04-09

EDA on MPG Data using Seaborn

This notebook consists of EDA on MPG data using seaborn where we extract meaning/information from data using plots and report important insights about data. This part is more about data analysis and business intelligence(BI).

data visualization

data science

data analysis

eda

seaborn

2020-04-07

Introduction to Descriptive Statistics

In this Notebook, I have tried to Introduce the Concepts of Descriptive Statistics which helps us to describe the data to be used for any Purpose.

statistics

descriptive statistics

data science

python

2020-04-07

Introduction to Inferential Statistics

This Notebook is Intended to Introduce the Concepts of Inferential Statistics, Inferential Statistics is divided into two major parts i.e., Probability and Inference. Where Inference gives us some of very important concepts.

statistics

probability

confidence interval

central limit theorem

hypothesis testing

2020-01-12

Data Science Across the World

This notebook summarizes the current state of data scientists across the world and our inspirations for creating Datafied. Enjoy the read!

data science

inspiration

matplotlib

kaggle

pandas