Topics

• Getting started with Python Language
• List comprehensions
• Getting started with Scala Language
• Getting started with Git
• Functions
• Browsing the history
• Staging
• String Methods
• Undoing
• Generators
• Committing
• Getting started with Rust
• Counting
• Set
• Regular Expressions (Regex)
• Pattern Matching
• For Expressions
• Type Parameterization (Generics)
• Getting started with pandas
• Incompatibilities moving from Python 2 to Python 3
• Error Handling
• Context Managers (“with” Statement)
• Extractors
• Loops
• String Formatting
• Case Classes
• Traits
• Conditionals
• Pattern Matching
• Cloning Repositories
• Enumerations
• Itertools Module
• String Interpolation
• Implicits
• Indexing and selecting data
• Grouping Data
• Missing Data
• Overloading
• Pandas IO tools (reading and saving data sets)
• Data Types
• Meta: Documentation Guidelines
• MultiIndex
• List Comprehensions

Examples

• Getting Started
• Conditional List Comprehensions
• Hello World by Defining a 'main' Method
• Defining a function with optional arguments
• Defining a function with an arbitrary number of arguments
• Split a string based on a delimiter into a list of strings
• Committing without opening an editor
• Advanced usage of println!
• Prettier log
• Counting all occurence of all items in an iterable: collections.Counter
• Matching the beginning of a string
• Searching
• Creating variables and assigning values
• Simple Pattern Match
• Precompiled patterns
• Infinite sequences
• Add changes by hunk
• Setting up the upstream remote
• Using reflog
• The Option type
• Parameterized Methods
• Monadic for comprehensions
• Print statement vs. Print function
• Strings: Bytes versus Unicode
• Integer Division
• Try
• Tuple Extractors
• Writing your own context manager
• Operations on sets
• Conditional Expression (or "The Ternary Operator")
• Alignment and padding
• Matching on an Option
• Minimal example
• Basic pattern matching
• Install via anaconda
• Shallow Clone
• Good commit messages
• Days of the week using Scala Enumeration
• Grouping items from an iterable object using a function
• Implicit Conversion
• Select by position
• Using expression in string literals
• Column selection of a group
• Filling missing values
• Dropping missing values
• Implicit Parameters
• Operator overloading
• Splitting a string using regular expressions
• Option
• Case Classes and Immutabilty
• Checking the types of columns
• Changing dtypes
• Selecting columns based on dtype
• Summarizing dtypes
• Showing code snippets and output
• style
• Pandas version support
• print statements
• Select from MultiIndex by Level
• Iterate over DataFrame with MultiIndex
• Setting and sorting a MultiIndex