Data Science and Machine Learning (Theory and Projects) A to Z - What We will Learn

Data Science and Machine Learning (Theory and Projects) A to Z - What We will Learn

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial covers essential Python packages for data science, starting with strings and data structures, then delving into Numpy, Pandas, and visualization libraries like Matplotlib, Seaborn, Plotly, and Folium. Each package is explored in detail, highlighting their importance and applications in data science. The course emphasizes the foundational role of Numpy and the advanced plotting capabilities of Seaborn and Plotly, concluding with geographic data visualization using Folium and Pandas' built-in plotting functions.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the advantages of using Seaborn for data visualization.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of the Folium package in data analysis?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the course integrate the use of different visualization libraries?

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