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Event: Data School

Data School teaches data science in Python to students at all levels of knowledge and experience. Notebooks, datasets, and resources related to each video can be found on GitHub.

Image from How do I apply a function to a pandas Series or DataFrame?

How do I apply a function to a pandas Series or DataFrame?

Image from How do I create a pandas DataFrame from another object?

How do I create a pandas DataFrame from another object?

Image from How do I change display options in pandas?

How do I change display options in pandas?

Image from How do I avoid a SettingWithCopyWarning in pandas?

How do I avoid a SettingWithCopyWarning in pandas?

Image from How do I find and remove duplicate rows in pandas?

How do I find and remove duplicate rows in pandas?

Image from How do I work with dates and times in pandas?

How do I work with dates and times in pandas?

Image from How do I create dummy variables in pandas?

How do I create dummy variables in pandas?

Image from More of your pandas questions answered!

More of your pandas questions answered!

Image from How do I use pandas with scikit-learn to create Kaggle submissions?

How do I use pandas with scikit-learn to create Kaggle submissions?

Image from How do I make my pandas DataFrame smaller and faster?

How do I make my pandas DataFrame smaller and faster?

Image from When should I use the

When should I use the "inplace" parameter in pandas?

Image from How do I select multiple rows and columns from a pandas DataFrame?

How do I select multiple rows and columns from a pandas DataFrame?

Image from What do I need to know about the pandas index? (Part 2)

What do I need to know about the pandas index? (Part 2)

Image from What do I need to know about the pandas index? (Part 1)

What do I need to know about the pandas index? (Part 1)

Image from How do I handle missing values in pandas?

How do I handle missing values in pandas?

Image from How do I explore a pandas Series?

How do I explore a pandas Series?

Image from When should I use a

When should I use a "groupby" in pandas?

Image from How do I change the data type of a pandas Series?

How do I change the data type of a pandas Series?

Image from How do I use string methods in pandas?

How do I use string methods in pandas?

Image from How do I use the

How do I use the "axis" parameter in pandas?

Image from Your pandas questions answered!

Your pandas questions answered!

Image from How do I apply multiple filter criteria to a pandas DataFrame?

How do I apply multiple filter criteria to a pandas DataFrame?

Image from How do I filter rows of a pandas DataFrame by column value?

How do I filter rows of a pandas DataFrame by column value?

Image from How do I sort a pandas DataFrame or a Series?

How do I sort a pandas DataFrame or a Series?

Image from How do I remove columns from a pandas DataFrame?

How do I remove columns from a pandas DataFrame?

Image from How do I rename columns in a pandas DataFrame?

How do I rename columns in a pandas DataFrame?

Image from Why do some pandas commands end with parentheses (and others don't)?

Why do some pandas commands end with parentheses (and others don't)?

Image from How do I select a pandas Series from a DataFrame?

How do I select a pandas Series from a DataFrame?

Image from What is pandas? (Introduction to the Q&A series)

What is pandas? (Introduction to the Q&A series)

Image from How do I read a tabular data file into pandas?

How do I read a tabular data file into pandas?

Image from How to evaluate a classifier in scikit-learn

How to evaluate a classifier in scikit-learn

Image from How to find the best model parameters in scikit-learn

How to find the best model parameters in scikit-learn

Image from Selecting the best model in scikit-learn using cross-validation

Selecting the best model in scikit-learn using cross-validation

Image from Data science in Python: pandas, seaborn, scikit-learn

Data science in Python: pandas, seaborn, scikit-learn

Image from Comparing machine learning models in scikit-learn

Comparing machine learning models in scikit-learn

Image from Training a machine learning model with scikit-learn

Training a machine learning model with scikit-learn

Image from Getting started in scikit-learn with the famous iris dataset

Getting started in scikit-learn with the famous iris dataset

Image from Setting up Python for machine learning: scikit-learn and IPython Notebook

Setting up Python for machine learning: scikit-learn and IPython Notebook

Image from What is machine learning, and how does it work?

What is machine learning, and how does it work?