Cooking up Artificial Intelligence with Python

U1: Python's Kitchen

• Python's Kitchen!
• What are Jupyter Notebooks?
• Jupyter Notebooks Components
• Google Colab's rivals
• The Colaboratory Web Application free Jupyter Notebook environment
• Colaboratory Runtime Environments
• Colaboratory Documents
• Text cells
• Text colors and sizes
• Code Cells
• Adding and moving cells
• Enriched and interactive outputs
• Example of a graph with formulas
• Interactive chart example
• Example of an interactive cell with hidden code
• Binomial Distribution
• Web page embedded in code cell
• Embedded Web Page
• YouTube video embedded inside a code cell
• Embedded YouTube video
• Integration with Drive
• Comments in a cell
• Installing the "open in colab" extension
• Open In Colab Badge
• A gallery of interesting Jupyter notebooks
• Hands in the dough!

U2: Python's Kitchen Utensils

• Python's Kitchen Utensils
• Hands in the dough 1!
• Solution: Hands in the dough 1!
• Python as an advanced calculator
• Operator precedence
• Assignment operator
• Hands in the dough 2!
• Solution: Hands in the dough 2!
• "Print" function
• What we have learned
• String manipulation
• Hands in the dough 3!
• Solution: Hands in the dough 3!
• String indexing
• Hands in the dough 4!
• Solution: Hands in the dough 4!
• String slicing
• Hands in the dough 5!
• Solution: Hands in the dough 5!
• Hands in the dough 6!
• Solution: Red-handed 6!
• What we have learned

U3: The Python's Pantry

• The Python's Pantry
• Lists
• Hands in the dough 1!
• Solution: Hands in the dough 1!
• The append method in list management
• Hands in the dough 2!
• Solution: Hands in the dough 2!
• Text strings are immutable
• The remove() method in list management
• Hands in the dough 3!
• Solution: Hands in the dough 3!
• Concatenation of lists
• The sort() method in list management
• Nested lists
• Hands in the dough 4!
• Solution: Hands in the dough 4!
• What we have learned
• Dictionaries
• Hands in the dough 5!
• Solution: Hands in the dough 5!
• The keys() and values() methods in dictionaries
• Tuples and Sets
• What we have learned

U4: Python Cooking Processes

• Python Cooking Processes
• Simple conditions
• if, elif and else
• Code block indentation
• Hands in the dough 1!
• Solution: Hands in the dough 1!
• Operators and, or and not
• Hands in the dough 2!
• Solution: Hands in the dough 2!
• What we have learned
• Loops
• Hands in the dough 3!
• Solution: Hands in the dough 3!
• Hands in the dough 4!
• Solution: Hands in the dough 4!
• What we have learned

U5: Iterative cooking processes in Python

• Iterative cooking processes in Python
• The enumerate() function
• Hands in the dough 1!
• Solution: Hands in the dough 1!
• The zip() function
• Hands in the dough 2!
• Solution: Hands in the dough 2!
• The sorted() and reversed() functions
• The min(), max() and sum() functions
• Hands in the dough 3!
• Solution: Hands in the dough 3!
• List Comprehensions
• Hands in the Dough 4!
• Solution: Hands in the Dough 4!
• The while loop
• An infinite loop... (:
• Break sentence
• Sentence continues
• range() function
• Hands in the dough 5!
• Solution: Hands in the dough 5!
• Hands in the dough 6!
• Solution: Red-handed 6!

U6: Cooking text strings in Python

• Cooking strings in Python
• Binary and decimal number systems
• Integer storage and overflow
• Introspection of types
• Implicit type conversion (casting)
• Explicit type conversion
• Hands in the dough 1!
• Solution: Hands in the dough 1!
• Conversion between collections (Tuples, Sets, Lists)
• Hands in the dough 2!
• Solution: Hands in the dough 2!
• String manipulation functions
• The split() method
• Hands in the dough 3!
• Solution: Hands in the dough 3!
• The join() method
• Hands in the dough 4!
• Solution: Hands in the dough 4!
• The find() method
• Hands in the Dough 5!
• Solution: Hands in the Dough 5!
• The replace() method
• Hands in the dough 6!
• Solution: Red-handed 6!
• The strip() method and new lines
• Hands in the dough 7!
• Solution: Red handed 7!
• The lower() and upper() method
• Hands in the dough 8!
• Solution: Red handed 8!
• String formatting functions
• f-string New string interpolation method as of python 3.6

U7: The Python Cookbook

Python Cookbooks

Using standard library functions: math module

Using standard library functions: random module

Using standard library functions: time module

Install external modules

Hands in the dough 1!

Solution: Hands in the dough 1!

Hands in the dough 2!

Solution: Hands in the dough 2!

U8: Python External Pantries

• Python External Pantries
• Google Colab
• Archives
• Shell Commands in Google Colab Jupyter Notebooks
• Google Colab File System
• Upload files from your local file system to Google Colab
• Download files from the internet to Google Collab
• Passing values ​​to and from the shell to the Jupyter notebook
• Writing files in Google Colab
• File Object Attributes
• close() method
• Reading and Writing Files
• read() method to read part or all of the file
• readline() method to read one line at a time
• The readlines() method to read the lines as a list
• Using the with statement with loops using read(), readline(), or readlines()
• Position of a file
• Download files from Google Colab to local computer
• Download Google Colab file sets to local machine
• Activate Google Drive locally
• Version using code snippets
• Own version in code cell
• Create a new Drive file with Python data
• Download file sets to local machine in Google Drive
• Upload files from your local file system to Google Drive
• Move files from Google Colab to Google Drive
• Hands in the dough 1!
• Hands in the dough solution 1!
• Caught in the act 2!
• Hands in the dough solution 2!
• Caught in the act 3!
• Hands in the dough solution 3!
• Direct access to Google Drive file without user validation
• Upload file to Google Colab
• Zip file upload to Colab Google

U9: My recipe book.mp4

• My recipe book
• Functions
• Purpose
• Function arguments
• What can be passed as an argument to a function?
• Default arguments
• Return arguments
• Scope
• Scope of variables
• Local variables
• Global variables
• Pass by value or by reference
• Red handed!
• Solution: Red-handed 0!
• Reviewing file reading
• Hands in the dough 1!
• Solution: Hands in the dough 1!
• Writing our first function
• Hands in the dough 2!
• Solution: Hands in the dough 2!
• The count_in_list function
• Hands in the dough 3!
• Solution: Hands in the dough 3!
• A more general counting function
• The counter function (version 1)
• Hands in the dough 4!
• Solution: Hands in the dough 4!
• The counter function (version 2)
• Text cleaning
• Hands in the dough 5!
• Solution: Hands in the dough 5!
• General cleaning function
• Hands in the dough 6!
• Solution: Red-handed 6!
• Hands in the dough 7!
• Solution: Red handed 7!
• Writing results to a file
• Hands in the dough 8!
• Solution: Red handed 8!

Course evaluation

• This course contains a final exam

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