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RMOTR Data Science Curriculum

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Intro to Data Analysis With Pandas

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Updated 3 months ago
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Projects

Summary of Seaborn Visualizations

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Updated 2 days ago
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Correlation and Two-Variable Relationships

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Updated 2 days ago
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Probability Distributions and Random Variables

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Updated 2 days ago
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Estimates of Dispersion

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Updated 2 days ago
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Estimates of Location

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Updated 2 days ago
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Intro to Statistics

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Updated 2 days ago
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Outlier Detection Using Boxplots

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Updated 3 days ago
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Dealing With Invalid Types

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Updated 5 days ago
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Dealing With Duplicated Values in Pandas

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Updated 5 days ago
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Dealing With Missing Data in Pandas

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Updated 5 days ago
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Missing Values in Pandas

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Updated 5 days ago
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Data Science Project - Student Performance Analysis

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Updated 10 days ago
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Data Science - Class 1

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Updated 10 days ago
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What Is Pandas?

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Updated 18 days ago
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NumPy Efficiency vs Pure Python's

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Updated 18 days ago
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Intro to Pandas Series

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Updated 18 days ago
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Plotting With Pandas

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Updated 20 days ago
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Reading External Data

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Updated 22 days ago
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Pandas Immutability and the Inplace Parameter

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Updated 22 days ago
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Conditional Selection on Pandas DataFames

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Updated 22 days ago
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Pandas DataFrame - Vectorized Operations and Sorting

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Updated 22 days ago
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👉 From Excel to Pandas: Pivot Tables

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Updated 23 days ago
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Using Statistics to Deal With Invalid Values

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Updated 23 days ago
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Pandas Series - Vectorized Operations and Sorting

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Updated 23 days ago
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Add and Modify Elements on Pandas DataFrames

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Updated 24 days ago
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Pandas DataFrame Selection and Indexing

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Updated 24 days ago
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Intro to Pandas DataFrames

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Updated 24 days ago
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Conditional Selection on Pandas Series

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Updated 24 days ago
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Dealing With Invalid Values

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Updated 25 days ago
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Pandas String Handling (.str Attribute)

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Updated 25 days ago
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Intro to Data Cleaning

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Updated 25 days ago
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Missing Values in Python and Numpy

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Updated 25 days ago
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Pandas Series Selection and Indexing

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Updated a month ago
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Intro to Numpy

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Updated a month ago
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Type of Plots

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Updated a month ago
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Final Project - StackOverflow

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Updated a month ago
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Final Project - Fifa

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Updated a month ago
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What Is Data Science

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Updated a month ago
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2.2 - Handling Missing Data With Pandas

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Updated a month ago
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2.3 - Cleaning Not Null Values

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Updated a month ago
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2.1 - Missing Data

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Updated a month ago
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Interactive JupyterLab Tutorial

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Updated 2 months ago
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Numpy Universal Functions

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Updated 2 months ago
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Python Under 10 Minutes

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Updated 2 months ago
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Vectorized Operations

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Updated 3 months ago
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Plot Positioning

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Updated 3 months ago
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Annotations and Legends

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Updated 3 months ago
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Summary Statistics

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Updated 3 months ago
1
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Boolean Arrays

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Updated 3 months ago
1
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Basics of Linear Algebra

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Updated 3 months ago
1
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EDA Google Playstore

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Updated 3 months ago
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3.5 - Creating Categories With Cutting and Binning

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Updated 4 months ago
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3.6 - Parse HTML Tables

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Updated 4 months ago
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3.3 - Category Encoding and Dummy Variables

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Updated 4 months ago
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3.2 - Categorical Ordering and CategoricalDType

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Updated 4 months ago
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3.1 - Intro to Categorical

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Updated 4 months ago
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4.1 - Pandas Advanced Indexing and Pivot Tables

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Updated 4 months ago
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4.2 - Merge and Concatenation

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Updated 4 months ago
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4.4 - Grouping and Aggregation

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Updated 4 months ago
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4.3 - Concatenation and Indexing Example

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Updated 4 months ago
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4.6 - Creating Groups From Data Using Transform

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Updated 4 months ago
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4.5 - Apply, Applymap and Map

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Updated 4 months ago
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