Beginner Lessons

Python Tutorial : Three flavors of Machine Learning

R Tutorial: Gaussian distribution

Python Tutorial : All models are wrong but some are useful

R Tutorial: Introduction to model-based clustering

PySpark Tutorial : Intro to data cleaning with Apache Spark

PySpark Tutorial : Understanding Parquet

R Tutorial: Other useful visualizing functions

PySpark Tutorial : Immutability and Lazy Processing

R Tutorial: Refresher on xts and the plot() function Arnaud Amsellem The R Trader

R Tutorial: Benchmarking

R Tutorial: How good is your machine?

R Tutorial: Writing Efficient R Code | Intro

Python Tutorial: Combine data from multiple worksheets

Python Tutorial: Read data from Excel worksheets

Python Tutorial: Reading, inspecting, & cleaning data from csv files

R Tutorial: Wrapping up the zombie analysis

R Tutorial: Fundamentals of Bayesian Data Analysis in R | Samples and posterior summaries

R Tutorial: A first taste of Bayes

R Tutorial: Let's try some Bayesian data analysis

Python Tutorial: Human Resources Analytics: Predicting Employee Churn in Python | Intro

Python Tutorial: Transforming categorical variables

Python Tutorial: Descriptive Statistics

Course Creation at DataCamp: Course Development

Course Creation at DataCamp: Welcome to DataCamp!

PySpark Tutorial : Connecting to Spark

PySpark Tutorial : Loading Data

Spreadsheets Tutorial: Data types for data science

Spreadsheets Tutorial: Intermediate Spreadsheets | Convert or die!

Python Tutorial : Constants and variables

Python Tutorial : Basic operations

Python Tutorial : Advanced operations

Course Creation at DataCamp: Course Design

Python Tutorial : Adding a third variable with hue

R Tutorial: Descriptive Statistics

Python Tutorial : Introduction to Seaborn

R Tutorial: Data Restructuring and Correlations

R Tutorial: Introduction to Longitudinal Data

Python Tutorial : Using pandas with Seaborn

Python Tutorial: Advanced tokenization with NLTK and regex

Python Tutorial: Introduction to tokenization

R Tutorial : The Role of S4 in Bioconductor

R Tutorial: Introducing biology of genomic datasets

Python Tutorial: Charting word length with NLTK

R Tutorial : The Bioconductor Project

Python Tutorial: Introduction to regular expressions

R Tutorial: Custom ggplot2 themes

R Tutorial: Filtering and plotting the data

R Tutorial: Communicating with Data in the Tidyverse | Intro