Data Science & ML track

Pandas

DataFrames, reshaping, groupby, joins and ML-ready feature matrices.

8 concepts4 labs1 challenges
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Concepts

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1

Pandas Introduction

Concept · Hands-on lab included

2

Reading and Writing Data

Concept · Hands-on lab included

3

Indexing and Selection

Concept · Hands-on lab included

4

Data Cleaning

Concept · Hands-on lab included

5

GroupBy and Aggregation

Concept · Hands-on lab included

6

Merging and Joining

Concept · Hands-on lab included

7

Time Series in Pandas

Concept · Hands-on lab included

8

Applying Functions and Vectorization

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

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