Easier Way to Start a Data Science Career

DataQoil

First step is to have an idea to make something.

Choose A Programming Language

OR

Learn basics of Statistics

Knowledge about basics of Descriptive and Inferential Statistics will be enough to begin with.

Have Some Knowledge of Linear Algebra

Understanding of Matrix and Vectors will be enough to begin with.

Some knowledge of derivative and integration will be enough.

Have Some Knowledge about Calculus

But how do we use it together?

Start with Exploratory Data Analysis (EDA) and if required do Modeling.

your first project: EDA

Choose dataset like Titanic

Know descriptive info of the fields.

Make inferences and test it.

Interpret results via plots or charts.

Repeat above with another data.

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Describing the Data Via Plots

Frequency plot.

Density plot to see density of the data.

Violin Plot to see peaks in data.

Box Plot to see outliers including IQR.

Line plot for trend.

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