Web scraping & NLP in PythonLearn to scrape novels from the web and plot word frequency distributions; You will gain experience with Python packages requests, BeautifulSoup and nltk.
Hierarchical indices, groupby and pandasIn this tutorial, you’ll learn about multi-indices for pandas DataFrames and how they arise naturally from groupby operations on real-world data sets.
Groupby, split-apply-combine and pandasIn this tutorial, you'll learn how to use the pandas groupby operation, which draws from the well-known split-apply-combine strategy, on Netflix movie data.
Python Statistics and Probability Tutorial - Part 1This Python statistics tutorial covers foundational topics in probability: combinations and permutations, dependent and independent events and expected value.
Graph Optimization with NetworkX in PythonThis NetworkX tutorial will show you how to do graph optimization in Python by solving the Chinese Postman Problem in Python.
Detecting Fake News with Scikit-LearnThis scikit-learn tutorial will walk you through building a fake news classifier with the help of Bayesian models.
How to Make a Histogram with ggvis in RLearn how to make a histogram with ggvis. Go from the very basics to creating interactive graphs with shiny to display distributions.
Python Seaborn Tutorial For BeginnersThis Seaborn tutorial introduces you to the basics of statistical data visualization
Apache Spark Tutorial: ML with PySparkApache Spark tutorial introduces you to big data processing, analysis and ML with PySpark.