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Tag: data science
Docker for Data Science
An introduction to PyMC3
Connecting PyData to other Big Data Landscapes using Arrow and Parquet
Data Plumbing 101 - ETL Pipelines for Everyday Projects
Data Science Project for Beginners
Deep Learning for Computer Vision
Effective Data Analysis with Pandas Indexes
Flow is in the Air: Best Practices of Building Analytical Data Pipelines with Apache Airflow
Getting Scikit-Learn To Run On Top Of Pandas
Large-scale machine learning pipelines using Luigi, PySpark and scikit-learn
Modern ETL-ing with Python and Airflow (and Spark)
Sport analysis with Python
Synthetic Data for Machine Learning Applications
The eye of the Python, an eye tracking system. From zero to... what eye learned
The Python Ecosystem for Data Science: A Guided Tour
Time series feature extraction with tsfresh - “get rich or die overfitting”
Turbodbc: Turbocharged database access for data scientists
Data Science & Data Visualization in Python. How to harness power of Python for social good?
Marketing Data Science
How to use pandas the wrong way
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?