Nikitajain Jain – Medium

Nikitajain Jain

Nikitajain Jain

Data Pre-processing

Data processing as the name implies involves making the data ready to be processed by the model.

Mar 12

Data Pre-processing

Mar 12

Nikitajain Jain

Feature Selection

Being into data science, you would already heard about “curse of dimensionality” . If not nothing to worry about. We will talk about it…

Mar 12

Feature Selection

Mar 12

Nikitajain Jain

Spread of data

Finding the mean, median, and mode of a dataset is a good way to start getting an understanding of the general shape of your data

Jan 24

Spread of data

Jan 24

Nikitajain Jain

Summary Statistics for data inspection

Everyone of you have heard about central tendencies descriptive indicators like mean, median, mode, variance, spread . Let’s first…

Jan 24

Summary Statistics for data inspection

Jan 24

Nikitajain Jain

Topics to cover : Stats for DATA SCIENCE

Counting (Permutations and Combinations):

Jan 23

Jan 23

Nikitajain Jain

Understanding the data and variables — Statistics

In data science journey , the foremost important thing to learn is to understand the “data” and its “type”. Also we will check if the data…

Jan 19

Understanding the data and variables — Statistics

Jan 19

Nikitajain Jain

Pandas -operations (functions), handling missing data for Data Science

. Plotting with matplotlib — linear and scatter plots, subplots

Jan 18

Pandas -operations (functions), handling missing data for Data Science

Jan 18

Nikitajain Jain

Exploring data with pandas

This analysis has been derived using the dataset https://drive.google.com/file/d/12sWime5WfEwNannjJZV45T2Pog9khJZK/view?usp=drive_link.

Jan 18

Exploring data with pandas

Jan 18

Nikitajain Jain

Pandas for Data Science

Pandas is a Python module for working with tabular data (i.e., data in a table with rows and columns). Tabular data has a lot of the same…

Jan 18

Pandas for Data Science

Jan 18

Nikitajain Jain

Array Mathematics & Broadcasting in NumPy

Pandas — series and dataframes, viewing data, data selection, operations (functions), handling missing data. Plotting with matplotlib —…

Jan 18

Array Mathematics & Broadcasting in NumPy

Jan 18

Nikitajain Jain

Nikitajain Jain

To be data scientist ,love creating value out of numbers . Pursing MSc DS from Banasthli Vidhyapith. Interested in AI, ML, NLP, spirituality , society

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