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Tag: data science
Dev Ops meets Data Science Taking models from prototype to production with Docker
You got your engineering in my Data Science: Addressing the reproducibility crisis
Keynote: How Open Data Science Opens the World of Innovation
Scaling up to Big Data Devops for Data Science
When Worlds Collide: Productionalizing a Data Science Model
Keynote: Using Data Science for Social Good: Examples, Opportunities, and Challenges
How do I apply a function to a pandas Series or DataFrame?
How do I create a pandas DataFrame from another object?
How do I change display options in pandas?
How do I avoid a SettingWithCopyWarning in pandas?
How do I find and remove duplicate rows in pandas?
How do I work with dates and times in pandas?
Constructing Models to Deal with Missing Data
Give Your Data an Entrance Exam: Tools from Psychometrics for Data Quality Evaluation
How do I create dummy variables in pandas?
More of your pandas questions answered!
How do I use pandas with scikit-learn to create Kaggle submissions?
How do I make my pandas DataFrame smaller and faster?
When should I use the "inplace" parameter in pandas?
How do I select multiple rows and columns from a pandas DataFrame?
What do I need to know about the pandas index? (Part 2)
What do I need to know about the pandas index? (Part 1)
How do I handle missing values in pandas?
How do I explore a pandas Series?
When should I use a "groupby" in pandas?
How do I change the data type of a pandas Series?
How do I use string methods in pandas?
How do I use the "axis" parameter in pandas?
Your pandas questions answered!
How do I apply multiple filter criteria to a pandas DataFrame?
How do I filter rows of a pandas DataFrame by column value?
How do I sort a pandas DataFrame or a Series?
How do I remove columns from a pandas DataFrame?
How do I rename columns in a pandas DataFrame?
Why do some pandas commands end with parentheses (and others don't)?
How do I select a pandas Series from a DataFrame?
What is pandas? (Introduction to the Q&A series)
How do I read a tabular data file into pandas?
Matplotlib Plot Tutorial: Histograms, Scatter Plots & Legend
How to evaluate a classifier in scikit-learn
How to find the best model parameters in scikit-learn
Selecting the best model in scikit-learn using cross-validation
Data science in Python: pandas, seaborn, scikit-learn
Comparing machine learning models in scikit-learn
Training a machine learning model with scikit-learn
Getting started in scikit-learn with the famous iris dataset
Setting up Python for machine learning: scikit-learn and IPython Notebook
What is machine learning, and how does it work?