Note: this site is still up to serve as a reference for people who took the course in Spring of '19. If you're currently enrolled, please head to the site for the current semester.
Lecture Schedule
Part 1: Basic Programming
Week 1
Mon: (Jan 21)
Martin Luther King, Jr. Day!
No Class
Wed: Introduction (Jan 23)
- Class Overview
- Hardware
- Software
- Resources for getting help
Link to Slides
Watch: How to Setup Python
Read: Syllabus
Week 2
Wed: Programming (Jan 30)
- Syntax+Parsing
- Values+Types
- Calculation+Operators
- Boolean Logic
- Interactive vs. Script Mode, print
Link to Slides
Link to Worksheet
Read: Downey Ch 1
Due: P1
Fri: Vars and Exprs (Feb 1)
- Naming Rules
- Assignment
- Types of errors
- Comments
Link to Slides
Read: Downey Ch 2
Week 3
Mon: Using Functions (Feb 4)
- Functions
- input, str funcs, float funcs
- Arguments, Return Values
- Importing Modules
- Math Module
Link to Slides
Read: Downey Ch 3 ("Function Calls" to "Composition")
Wed: Creating Functions (Feb 6)
- Positional Params
- Keyword Params
- Return Values
Read: Downey Ch 3 ("Adding New Functions" to "Flow of Execution" and "Fruitful and Void Functions")
Read: Creating Fruitful Functions
Link to Slides
Link to Worksheet
Due: P2
Fri: Function Scope (Feb 8)
- Local vs. Global
- Argument Passing
- Frames
- Stack Diagrams
Read: Downey Ch 3 ("Parameters and Arguments" to end)
Link to Slides
Interactive Exercises
Week 4
Mon: Conditionals 1 (Feb 11)
- Boolean Logic
- if,elif,else
- Modular arithmetic
Link to Slides
Link to Worksheet
Interactive Exercises
Read: Downey Ch 5 ("Floor Division and Modulus" to "Nested Conditionals" and "Keyboard Input" to end)
and Ch 6 ("Return Values" to "Boolean Functions")
Optional: Downey Ch 4
Fri: Iteration 1 (Feb 15)
- Reassignment
- While Loop
- Infinite Iteration
Link to Slides
Read: Downey Ch 7
Week 5
Mon: Iteration 2 (Feb 18)
- Break
- Continue
Link to Slides
Link to Worksheet
Interactive Exercises
Read (Optional): Sweigart Ch 2
Wed: Strings (Feb 20)
- Indexing/Slicing
- Sequences
- For Loop, range()
- Searching
- Comparison
- String formatting
Link to Slides
Link to Worksheet
Read: Downey Ch 8
Optional: Downey Ch 9
Due: P4
Fri: Review Day (Feb 22)
Part 2: Data Structures
Week 6
Mon: Lists (Feb 25)
- Sequence, Like a String
- Indexing, Slicing
- sys.argv, dir()
- Mutable vs. Immutable
- List Methods
Link to Slides
Read: Downey Ch 10
Evening Exam 1!
Wed: CSV Tables (Feb 27)
- Comparison with Spreadsheets
- Format
- Headers
- Lists of lists
Link to Slides
Read: Sweigart Ch 14 (through "Reading Data from Reader Objects in a for Loop")
Due: P5
Week 7
Mon: Dictionaries 1 (Mar 4)
- Syntax
- Lookup
- Insert
- Pop
Link to Slides
Interactive Exercises
Read: Downey Ch 11 ("A Dictionary is a Mapping" through "Looping and Dictionaries")
Wed: Dictionaries 2 (Mar 6)
- Nesting
- dicts with lists
- defaultdict
Link to Slides
Interactive Exercises
Read: Downey Ch 11 ("Dictionaries and Lists" and "Global Variables" to end)
Due: P6
Fri: JSON (Mar 8)
- Deserialization
- Serialization
- Pretty Printing
Link to Worksheet
Link to Slides
Read: Sweigart Ch 14
Week 8
Mon: Objects (Mar 11)
- namedtuple and recordclass
- Mutability
- References
- Python Tutor
Link to Slides
Interactive Exercises
Read: Downey Ch 10 ("Objects and Values" and "Aliasing") and Ch 12
Wed: Copying (Mar 13)
- References
- Shallow Copy
- Deep Copy
Link to Worksheet
Link to Slides
Interactive Exercises
Read: Sweigart Ch 4 ("References" through the end)
Due: P7
Fri: Recursion (Mar 15)
- Base/Resursive Cases
- Lists of Lists
- More Stack Diagrams
- Stack Overflow
Link to Slides
Interactive Exercises
Read: Downey Ch 5 ("Recursion" through "Infinite Recursion"), Ch 6 ("More Recursion" through end)
Week 9
Mon: (Mar 18)
No Class -- Spring Break!
Wed: (Mar 20)
No Class -- Spring Break!
Fri: (Mar 22)
No Class -- Spring Break!
Week 10
Mon: Advanced Functions (Mar 25)
- iterators and generators
- references to functions
Link to Slides
Interactive Exercises
Wed: Error Handling (Mar 27)
- Catching Exceptions
- Throwing Exceptions
- Asserts
Link to Slides
Interactive Exercises
Link to Worksheet
Read: Sweigart Ch 10 (beginning through "Assertions")
Fri: Files and Directories (Mar 29)
- Reading
- Writing
- Listing children
Link to Slides
Read: Downey Ch 14
Part 3: Data Science
Week 11
Mon: Review Day (Apr 1)
Evening Exam 2!
Wed: Pandas 1 (Apr 3)
- iPython
- dataframe
- series
- reading CSVs
- element-wise operations
Due: P8
Reading: CS 301 Notes
(Notebook)
Week 12
Mon: Web 1 (Apr 8)
- Servers/Clients
- URLs
- HTTP: GET and POST
- requests module
Link to Slides
Read: Sweigart Ch 11
Week 13
Wed: Database 2 (Apr 17)
- aggregates
- group by
Link to Slides
Movie Notebook
Bus Notebook
Bus Answers Notebook
Due: P9
Fri: Database 3 (Apr 19)
- Worksheets
Link to Worksheet
Database 3 - Worksheet Answers
Database 3 - Perf Demo
Week 14
Mon: Plotting 1 (Apr 22)
- pie charts
- scatter plots
- plot design
- AxesSublot
Reading: CS 301 Notes
(Notebook)
Fri: Plotting 3 (Apr 26)
- bar plots
Reading: same as for "Plotting 2"
Week 15
Mon: (Jan 21)
Martin Luther King, Jr. Day!No Class
Wed: Introduction (Jan 23)
- Class Overview
- Hardware
- Software
- Resources for getting help
Watch: How to Setup Python
Read: Syllabus
Wed: Programming (Jan 30)
- Syntax+Parsing
- Values+Types
- Calculation+Operators
- Boolean Logic
- Interactive vs. Script Mode, print
Link to Worksheet
Read: Downey Ch 1
Due: P1
Fri: Vars and Exprs (Feb 1)
- Naming Rules
- Assignment
- Types of errors
- Comments
Read: Downey Ch 2
Week 3
Mon: Using Functions (Feb 4)
- Functions
- input, str funcs, float funcs
- Arguments, Return Values
- Importing Modules
- Math Module
Link to Slides
Read: Downey Ch 3 ("Function Calls" to "Composition")
Wed: Creating Functions (Feb 6)
- Positional Params
- Keyword Params
- Return Values
Read: Downey Ch 3 ("Adding New Functions" to "Flow of Execution" and "Fruitful and Void Functions")
Read: Creating Fruitful Functions
Link to Slides
Link to Worksheet
Due: P2
Fri: Function Scope (Feb 8)
- Local vs. Global
- Argument Passing
- Frames
- Stack Diagrams
Read: Downey Ch 3 ("Parameters and Arguments" to end)
Link to Slides
Interactive Exercises
Week 4
Mon: Conditionals 1 (Feb 11)
- Boolean Logic
- if,elif,else
- Modular arithmetic
Link to Slides
Link to Worksheet
Interactive Exercises
Read: Downey Ch 5 ("Floor Division and Modulus" to "Nested Conditionals" and "Keyboard Input" to end)
and Ch 6 ("Return Values" to "Boolean Functions")
Optional: Downey Ch 4
Fri: Iteration 1 (Feb 15)
- Reassignment
- While Loop
- Infinite Iteration
Link to Slides
Read: Downey Ch 7
Week 5
Mon: Iteration 2 (Feb 18)
- Break
- Continue
Link to Slides
Link to Worksheet
Interactive Exercises
Read (Optional): Sweigart Ch 2
Wed: Strings (Feb 20)
- Indexing/Slicing
- Sequences
- For Loop, range()
- Searching
- Comparison
- String formatting
Link to Slides
Link to Worksheet
Read: Downey Ch 8
Optional: Downey Ch 9
Due: P4
Fri: Review Day (Feb 22)
Part 2: Data Structures
Week 6
Mon: Lists (Feb 25)
- Sequence, Like a String
- Indexing, Slicing
- sys.argv, dir()
- Mutable vs. Immutable
- List Methods
Link to Slides
Read: Downey Ch 10
Evening Exam 1!
Wed: CSV Tables (Feb 27)
- Comparison with Spreadsheets
- Format
- Headers
- Lists of lists
Link to Slides
Read: Sweigart Ch 14 (through "Reading Data from Reader Objects in a for Loop")
Due: P5
Week 7
Mon: Dictionaries 1 (Mar 4)
- Syntax
- Lookup
- Insert
- Pop
Link to Slides
Interactive Exercises
Read: Downey Ch 11 ("A Dictionary is a Mapping" through "Looping and Dictionaries")
Wed: Dictionaries 2 (Mar 6)
- Nesting
- dicts with lists
- defaultdict
Link to Slides
Interactive Exercises
Read: Downey Ch 11 ("Dictionaries and Lists" and "Global Variables" to end)
Due: P6
Fri: JSON (Mar 8)
- Deserialization
- Serialization
- Pretty Printing
Link to Worksheet
Link to Slides
Read: Sweigart Ch 14
Week 8
Mon: Objects (Mar 11)
- namedtuple and recordclass
- Mutability
- References
- Python Tutor
Link to Slides
Interactive Exercises
Read: Downey Ch 10 ("Objects and Values" and "Aliasing") and Ch 12
Wed: Copying (Mar 13)
- References
- Shallow Copy
- Deep Copy
Link to Worksheet
Link to Slides
Interactive Exercises
Read: Sweigart Ch 4 ("References" through the end)
Due: P7
Fri: Recursion (Mar 15)
- Base/Resursive Cases
- Lists of Lists
- More Stack Diagrams
- Stack Overflow
Link to Slides
Interactive Exercises
Read: Downey Ch 5 ("Recursion" through "Infinite Recursion"), Ch 6 ("More Recursion" through end)
Week 9
Mon: (Mar 18)
No Class -- Spring Break!
Wed: (Mar 20)
No Class -- Spring Break!
Fri: (Mar 22)
No Class -- Spring Break!
Week 10
Mon: Advanced Functions (Mar 25)
- iterators and generators
- references to functions
Link to Slides
Interactive Exercises
Wed: Error Handling (Mar 27)
- Catching Exceptions
- Throwing Exceptions
- Asserts
Link to Slides
Interactive Exercises
Link to Worksheet
Read: Sweigart Ch 10 (beginning through "Assertions")
Fri: Files and Directories (Mar 29)
- Reading
- Writing
- Listing children
Link to Slides
Read: Downey Ch 14
Part 3: Data Science
Week 11
Mon: Review Day (Apr 1)
Evening Exam 2!
Wed: Pandas 1 (Apr 3)
- iPython
- dataframe
- series
- reading CSVs
- element-wise operations
Due: P8
Reading: CS 301 Notes
(Notebook)
Week 12
Mon: Web 1 (Apr 8)
- Servers/Clients
- URLs
- HTTP: GET and POST
- requests module
Link to Slides
Read: Sweigart Ch 11
Week 13
Wed: Database 2 (Apr 17)
- aggregates
- group by
Link to Slides
Movie Notebook
Bus Notebook
Bus Answers Notebook
Due: P9
Fri: Database 3 (Apr 19)
- Worksheets
Link to Worksheet
Database 3 - Worksheet Answers
Database 3 - Perf Demo
Week 14
Mon: Plotting 1 (Apr 22)
- pie charts
- scatter plots
- plot design
- AxesSublot
Reading: CS 301 Notes
(Notebook)
Fri: Plotting 3 (Apr 26)
- bar plots
Reading: same as for "Plotting 2"
Week 15
Mon: Using Functions (Feb 4)
- Functions
- input, str funcs, float funcs
- Arguments, Return Values
- Importing Modules
- Math Module
Read: Downey Ch 3 ("Function Calls" to "Composition")
Wed: Creating Functions (Feb 6)
- Positional Params
- Keyword Params
- Return Values
Read: Creating Fruitful Functions
Link to Slides
Link to Worksheet
Due: P2
Fri: Function Scope (Feb 8)
- Local vs. Global
- Argument Passing
- Frames
- Stack Diagrams
Link to Slides
Interactive Exercises
Mon: Conditionals 1 (Feb 11)
- Boolean Logic
- if,elif,else
- Modular arithmetic
Link to Worksheet
Interactive Exercises
Read: Downey Ch 5 ("Floor Division and Modulus" to "Nested Conditionals" and "Keyboard Input" to end) and Ch 6 ("Return Values" to "Boolean Functions")
Optional: Downey Ch 4
Fri: Iteration 1 (Feb 15)
- Reassignment
- While Loop
- Infinite Iteration
Read: Downey Ch 7
Week 5
Mon: Iteration 2 (Feb 18)
- Break
- Continue
Link to Slides
Link to Worksheet
Interactive Exercises
Read (Optional): Sweigart Ch 2
Wed: Strings (Feb 20)
- Indexing/Slicing
- Sequences
- For Loop, range()
- Searching
- Comparison
- String formatting
Link to Slides
Link to Worksheet
Read: Downey Ch 8
Optional: Downey Ch 9
Due: P4
Fri: Review Day (Feb 22)
Part 2: Data Structures
Week 6
Mon: Lists (Feb 25)
- Sequence, Like a String
- Indexing, Slicing
- sys.argv, dir()
- Mutable vs. Immutable
- List Methods
Link to Slides
Read: Downey Ch 10
Evening Exam 1!
Wed: CSV Tables (Feb 27)
- Comparison with Spreadsheets
- Format
- Headers
- Lists of lists
Link to Slides
Read: Sweigart Ch 14 (through "Reading Data from Reader Objects in a for Loop")
Due: P5
Week 7
Mon: Dictionaries 1 (Mar 4)
- Syntax
- Lookup
- Insert
- Pop
Link to Slides
Interactive Exercises
Read: Downey Ch 11 ("A Dictionary is a Mapping" through "Looping and Dictionaries")
Wed: Dictionaries 2 (Mar 6)
- Nesting
- dicts with lists
- defaultdict
Link to Slides
Interactive Exercises
Read: Downey Ch 11 ("Dictionaries and Lists" and "Global Variables" to end)
Due: P6
Fri: JSON (Mar 8)
- Deserialization
- Serialization
- Pretty Printing
Link to Worksheet
Link to Slides
Read: Sweigart Ch 14
Week 8
Mon: Objects (Mar 11)
- namedtuple and recordclass
- Mutability
- References
- Python Tutor
Link to Slides
Interactive Exercises
Read: Downey Ch 10 ("Objects and Values" and "Aliasing") and Ch 12
Wed: Copying (Mar 13)
- References
- Shallow Copy
- Deep Copy
Link to Worksheet
Link to Slides
Interactive Exercises
Read: Sweigart Ch 4 ("References" through the end)
Due: P7
Fri: Recursion (Mar 15)
- Base/Resursive Cases
- Lists of Lists
- More Stack Diagrams
- Stack Overflow
Link to Slides
Interactive Exercises
Read: Downey Ch 5 ("Recursion" through "Infinite Recursion"), Ch 6 ("More Recursion" through end)
Week 9
Mon: (Mar 18)
No Class -- Spring Break!
Wed: (Mar 20)
No Class -- Spring Break!
Fri: (Mar 22)
No Class -- Spring Break!
Week 10
Mon: Advanced Functions (Mar 25)
- iterators and generators
- references to functions
Link to Slides
Interactive Exercises
Wed: Error Handling (Mar 27)
- Catching Exceptions
- Throwing Exceptions
- Asserts
Link to Slides
Interactive Exercises
Link to Worksheet
Read: Sweigart Ch 10 (beginning through "Assertions")
Fri: Files and Directories (Mar 29)
- Reading
- Writing
- Listing children
Link to Slides
Read: Downey Ch 14
Part 3: Data Science
Week 11
Mon: Review Day (Apr 1)
Evening Exam 2!
Wed: Pandas 1 (Apr 3)
- iPython
- dataframe
- series
- reading CSVs
- element-wise operations
Due: P8
Reading: CS 301 Notes
(Notebook)
Week 12
Mon: Web 1 (Apr 8)
- Servers/Clients
- URLs
- HTTP: GET and POST
- requests module
Link to Slides
Read: Sweigart Ch 11
Week 13
Wed: Database 2 (Apr 17)
- aggregates
- group by
Link to Slides
Movie Notebook
Bus Notebook
Bus Answers Notebook
Due: P9
Fri: Database 3 (Apr 19)
- Worksheets
Link to Worksheet
Database 3 - Worksheet Answers
Database 3 - Perf Demo
Week 14
Mon: Plotting 1 (Apr 22)
- pie charts
- scatter plots
- plot design
- AxesSublot
Reading: CS 301 Notes
(Notebook)
Fri: Plotting 3 (Apr 26)
- bar plots
Reading: same as for "Plotting 2"
Week 15
Mon: Iteration 2 (Feb 18)
- Break
- Continue
Link to Worksheet
Interactive Exercises
Read (Optional): Sweigart Ch 2
Wed: Strings (Feb 20)
- Indexing/Slicing
- Sequences
- For Loop, range()
- Searching
- Comparison
- String formatting
Link to Worksheet
Read: Downey Ch 8
Optional: Downey Ch 9
Due: P4
Fri: Review Day (Feb 22)
Mon: Lists (Feb 25)
- Sequence, Like a String
- Indexing, Slicing
- sys.argv, dir()
- Mutable vs. Immutable
- List Methods
Read: Downey Ch 10
Evening Exam 1!
Wed: CSV Tables (Feb 27)
- Comparison with Spreadsheets
- Format
- Headers
- Lists of lists
Read: Sweigart Ch 14 (through "Reading Data from Reader Objects in a for Loop")
Due: P5
Week 7
Mon: Dictionaries 1 (Mar 4)
- Syntax
- Lookup
- Insert
- Pop
Link to Slides
Interactive Exercises
Read: Downey Ch 11 ("A Dictionary is a Mapping" through "Looping and Dictionaries")
Wed: Dictionaries 2 (Mar 6)
- Nesting
- dicts with lists
- defaultdict
Link to Slides
Interactive Exercises
Read: Downey Ch 11 ("Dictionaries and Lists" and "Global Variables" to end)
Due: P6
Fri: JSON (Mar 8)
- Deserialization
- Serialization
- Pretty Printing
Link to Worksheet
Link to Slides
Read: Sweigart Ch 14
Week 8
Mon: Objects (Mar 11)
- namedtuple and recordclass
- Mutability
- References
- Python Tutor
Link to Slides
Interactive Exercises
Read: Downey Ch 10 ("Objects and Values" and "Aliasing") and Ch 12
Wed: Copying (Mar 13)
- References
- Shallow Copy
- Deep Copy
Link to Worksheet
Link to Slides
Interactive Exercises
Read: Sweigart Ch 4 ("References" through the end)
Due: P7
Fri: Recursion (Mar 15)
- Base/Resursive Cases
- Lists of Lists
- More Stack Diagrams
- Stack Overflow
Link to Slides
Interactive Exercises
Read: Downey Ch 5 ("Recursion" through "Infinite Recursion"), Ch 6 ("More Recursion" through end)
Week 9
Mon: (Mar 18)
No Class -- Spring Break!
Wed: (Mar 20)
No Class -- Spring Break!
Fri: (Mar 22)
No Class -- Spring Break!
Week 10
Mon: Advanced Functions (Mar 25)
- iterators and generators
- references to functions
Link to Slides
Interactive Exercises
Wed: Error Handling (Mar 27)
- Catching Exceptions
- Throwing Exceptions
- Asserts
Link to Slides
Interactive Exercises
Link to Worksheet
Read: Sweigart Ch 10 (beginning through "Assertions")
Fri: Files and Directories (Mar 29)
- Reading
- Writing
- Listing children
Link to Slides
Read: Downey Ch 14
Part 3: Data Science
Week 11
Mon: Review Day (Apr 1)
Evening Exam 2!
Wed: Pandas 1 (Apr 3)
- iPython
- dataframe
- series
- reading CSVs
- element-wise operations
Due: P8
Reading: CS 301 Notes
(Notebook)
Week 12
Mon: Web 1 (Apr 8)
- Servers/Clients
- URLs
- HTTP: GET and POST
- requests module
Link to Slides
Read: Sweigart Ch 11
Week 13
Wed: Database 2 (Apr 17)
- aggregates
- group by
Link to Slides
Movie Notebook
Bus Notebook
Bus Answers Notebook
Due: P9
Fri: Database 3 (Apr 19)
- Worksheets
Link to Worksheet
Database 3 - Worksheet Answers
Database 3 - Perf Demo
Week 14
Mon: Plotting 1 (Apr 22)
- pie charts
- scatter plots
- plot design
- AxesSublot
Reading: CS 301 Notes
(Notebook)
Fri: Plotting 3 (Apr 26)
- bar plots
Reading: same as for "Plotting 2"
Week 15
Mon: Dictionaries 1 (Mar 4)
- Syntax
- Lookup
- Insert
- Pop
Interactive Exercises
Read: Downey Ch 11 ("A Dictionary is a Mapping" through "Looping and Dictionaries")
Wed: Dictionaries 2 (Mar 6)
- Nesting
- dicts with lists
- defaultdict
Interactive Exercises
Read: Downey Ch 11 ("Dictionaries and Lists" and "Global Variables" to end)
Due: P6
Fri: JSON (Mar 8)
- Deserialization
- Serialization
- Pretty Printing
Link to Slides
Read: Sweigart Ch 14
Mon: Objects (Mar 11)
- namedtuple and recordclass
- Mutability
- References
- Python Tutor
Interactive Exercises
Read: Downey Ch 10 ("Objects and Values" and "Aliasing") and Ch 12
Wed: Copying (Mar 13)
- References
- Shallow Copy
- Deep Copy
Link to Slides
Interactive Exercises
Read: Sweigart Ch 4 ("References" through the end)
Due: P7
Fri: Recursion (Mar 15)
- Base/Resursive Cases
- Lists of Lists
- More Stack Diagrams
- Stack Overflow
Interactive Exercises
Read: Downey Ch 5 ("Recursion" through "Infinite Recursion"), Ch 6 ("More Recursion" through end)
Week 9
Mon: (Mar 18)
No Class -- Spring Break!
Wed: (Mar 20)
No Class -- Spring Break!
Fri: (Mar 22)
No Class -- Spring Break!
Week 10
Mon: Advanced Functions (Mar 25)
- iterators and generators
- references to functions
Link to Slides
Interactive Exercises
Wed: Error Handling (Mar 27)
- Catching Exceptions
- Throwing Exceptions
- Asserts
Link to Slides
Interactive Exercises
Link to Worksheet
Read: Sweigart Ch 10 (beginning through "Assertions")
Fri: Files and Directories (Mar 29)
- Reading
- Writing
- Listing children
Link to Slides
Read: Downey Ch 14
Part 3: Data Science
Week 11
Mon: Review Day (Apr 1)
Evening Exam 2!
Wed: Pandas 1 (Apr 3)
- iPython
- dataframe
- series
- reading CSVs
- element-wise operations
Due: P8
Reading: CS 301 Notes
(Notebook)
Week 12
Mon: Web 1 (Apr 8)
- Servers/Clients
- URLs
- HTTP: GET and POST
- requests module
Link to Slides
Read: Sweigart Ch 11
Week 13
Wed: Database 2 (Apr 17)
- aggregates
- group by
Link to Slides
Movie Notebook
Bus Notebook
Bus Answers Notebook
Due: P9
Fri: Database 3 (Apr 19)
- Worksheets
Link to Worksheet
Database 3 - Worksheet Answers
Database 3 - Perf Demo
Week 14
Mon: Plotting 1 (Apr 22)
- pie charts
- scatter plots
- plot design
- AxesSublot
Reading: CS 301 Notes
(Notebook)
Fri: Plotting 3 (Apr 26)
- bar plots
Reading: same as for "Plotting 2"
Week 15
Mon: (Mar 18)
No Class -- Spring Break!Wed: (Mar 20)
No Class -- Spring Break!Fri: (Mar 22)
No Class -- Spring Break!Mon: Advanced Functions (Mar 25)
- iterators and generators
- references to functions
Interactive Exercises
Wed: Error Handling (Mar 27)
- Catching Exceptions
- Throwing Exceptions
- Asserts
Interactive Exercises
Link to Worksheet
Read: Sweigart Ch 10 (beginning through "Assertions")
Fri: Files and Directories (Mar 29)
- Reading
- Writing
- Listing children
Read: Downey Ch 14
Part 3: Data Science
Week 11
Mon: Review Day (Apr 1)
Evening Exam 2!
Wed: Pandas 1 (Apr 3)
- iPython
- dataframe
- series
- reading CSVs
- element-wise operations
Due: P8
Reading: CS 301 Notes
(Notebook)
Week 12
Mon: Web 1 (Apr 8)
- Servers/Clients
- URLs
- HTTP: GET and POST
- requests module
Link to Slides
Read: Sweigart Ch 11
Week 13
Wed: Database 2 (Apr 17)
- aggregates
- group by
Link to Slides
Movie Notebook
Bus Notebook
Bus Answers Notebook
Due: P9
Fri: Database 3 (Apr 19)
- Worksheets
Link to Worksheet
Database 3 - Worksheet Answers
Database 3 - Perf Demo
Week 14
Mon: Plotting 1 (Apr 22)
- pie charts
- scatter plots
- plot design
- AxesSublot
Reading: CS 301 Notes
(Notebook)
Fri: Plotting 3 (Apr 26)
- bar plots
Reading: same as for "Plotting 2"
Week 15
Mon: Review Day (Apr 1)
Evening Exam 2!Wed: Pandas 1 (Apr 3)
- iPython
- dataframe
- series
- reading CSVs
- element-wise operations
Reading: CS 301 Notes (Notebook)
Mon: Web 1 (Apr 8)
- Servers/Clients
- URLs
- HTTP: GET and POST
- requests module
Read: Sweigart Ch 11
Week 13
Wed: Database 2 (Apr 17)
- aggregates
- group by
Link to Slides
Movie Notebook
Bus Notebook
Bus Answers Notebook
Due: P9
Fri: Database 3 (Apr 19)
- Worksheets
Link to Worksheet
Database 3 - Worksheet Answers
Database 3 - Perf Demo
Week 14
Mon: Plotting 1 (Apr 22)
- pie charts
- scatter plots
- plot design
- AxesSublot
Reading: CS 301 Notes
(Notebook)
Fri: Plotting 3 (Apr 26)
- bar plots
Reading: same as for "Plotting 2"
Week 15
Wed: Database 2 (Apr 17)
- aggregates
- group by
Movie Notebook
Bus Notebook
Bus Answers Notebook
Due: P9
Fri: Database 3 (Apr 19)
- Worksheets
Database 3 - Worksheet Answers
Database 3 - Perf Demo
Mon: Plotting 1 (Apr 22)
- pie charts
- scatter plots
- plot design
- AxesSublot
Fri: Plotting 3 (Apr 26)
- bar plots