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The Complete Python/PostgreSQL Course 2.0

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Take the next step in your Python development by leveraging the power of PostgreSQL and databases!


01 - Introduction
  • 001 Welcome to this course!
  • 002 Initial setup (for newer Pythonistas).html
  • 003 Get the complete e-book here.html

  • 02 - A Full Python Refresher
  • 001 Introduction to this section
  • 002 Access the code for this section here.html
  • 003 Variables in Python
  • 003 how-to-set-up-vscode-with-python.zip
  • 004 String formatting in Python
  • 005 Getting user input
  • 005 formatting-numbers-for-printing-in-python.zip
  • 006 Writing our first Python app
  • 007 Lists, tuples and sets
  • 008 Advanced set operations
  • 008 python-set-operators.zip
  • 009 Booleans in Python
  • 010 If statements
  • 011 The in keyword in Python
  • 012 If statements with the in keyword
  • 013 Loops in Python
  • 014 List comprehensions in Python
  • 015 Dictionaries
  • 016 Destructuring variables
  • 016 destructuring-in-python-teclado-blog.zip
  • 017 Functions in Python
  • 018 Function arguments and parameters
  • 019 Default parameter values
  • 020 Functions returning values
  • 021 Lambda functions in Python
  • 022 Dictionary comprehensions
  • 023 Unpacking arguments
  • 024 Unpacking keyword arguments
  • 025 Object-Oriented Programming in Python
  • 026 Magic methods _str_ and _repr_
  • 027 @classmethod and @staticmethod
  • 028 Class inheritance
  • 029 Class composition
  • 030 Type hinting in Python 3.5+
  • 031 Imports in Python
  • 032 Relative imports in Python
  • 033 Errors in Python
  • 034 Custom error classes
  • 035 First-class functions
  • 036 Simple decorators in Python
  • 037 The 'at' syntax for decorators
  • 038 Decorating functions with parameters
  • 039 Decorators with parameters
  • 040 Mutability in Python
  • 041 Mutable default parameters (and why they're a bad idea)
  • external-links.zip

  • 03 - Build a Programming Journal with Python & SQL
  • 001 Overview of the project
  • 002 Creating our user menu
  • 002 set-up-vscode-for-python-development.zip
  • 003 What is SQL
  • 003 how-to-set-up-vscode-with-python.zip
  • 004 Using Python lists as an in-memory database
  • 005 A SQLite data viewer
  • 006 CREATE TABLE new tables with SQL
  • 006 postgresql-data-types-official-documentation-.zip
  • 006 sqlite-create-table-official-documentation-.zip
  • 006 sqlite-data-types-official-documentation-.zip
  • 007 How to write comments in SQL.html
  • 008 CREATE TABLE exercises.html
  • 009 How to connect to a SQLite database with Python
  • 009 sql-transaction-w3resource-.zip
  • 010 Connecting to SQLite in our app
  • 011 What is a cursor
  • 011 why-do-you-need-to-create-cursors-stackoverflow-.zip
  • 012 INSERT INTO add data to a table
  • 012 single-quotes-vs.double-quotes-in-databases-stackoverflow-.zip
  • 012 sqlite-insert-into-official-documentation-.zip
  • 013 INSERT INTO exercises.html
  • 014 How to insert data into SQLite with Python
  • 015 SELECT retrieve data from a table
  • 015 the-select-command-in-sqlite.zip
  • 016 SELECT exercises.html
  • 017 Retrieving results from a cursor
  • 017 what-is-the-purpose-of-row-factory-stackoverflow-.zip
  • 018 WHERE search with SQL
  • 019 WHERE exercises.html
  • 020 DROP TABLE deleting entire tables
  • 020 drop-table-in-sqlite-official-documentation-.zip
  • 021 DROP TABLE exercise.html
  • 022 What is a SQL injection attack
  • external-links.zip

  • 04 - A Movie Watchlist App with Python & SQL
  • 001 Overview of the project
  • 002 Three development stages of our project
  • 003 Our starting code for this project
  • 003 our-starting-code-for-this-project.zip
  • 003 progdiary-starter.zip
  • 004 Queries we'll need for the project to begin with
  • 004 why-does-unix-time-start-at-1970-01-01-.zip
  • 005 Write the database.py file
  • 005 -ebook-using-context-managers-for-automatic-commit-and-rollback.zip
  • 006 UPDATE changing data with SQL
  • 006 the-sql-update-command-in-sqlite-official-documentation-.zip
  • 006 -ebook-setting-movies-to-watched.zip
  • 006 -ebook-update-updating-rows.zip
  • 007 UPDATE exercises.html
  • 008 Write our user menu and functions
  • 008 how-to-work-with-dates-and-times-in-python.zip
  • 008 watchlist-complete-stage-1.zip
  • 009 Watched movies second approach
  • 009 watchlist-complete-stage-2.zip
  • 010 DELETE FROM removing rows with SQL
  • 010 the-sql-delete-command-in-sqlite-official-documentation-.zip
  • 011 DELETE FROM exercises.html
  • 012 Stage 2 watching movies
  • 013 Relational data primary and foreign keys
  • 013 enabling-foreign-key-support-in-sqlite-official-documentation-.zip
  • 013 -ebook-relational-data.zip
  • 014 Relational data exercise.html
  • 015 Watched movies final approach
  • 015 watchlist-complete-stage-3.zip
  • 016 Stage 3 adding new watched movies
  • 016 destructuring-in-python.zip
  • 017 Auto-incrementing row IDs
  • 017 sqlite-autoincrement.zip
  • 018 Auto-incrementing exercise.html
  • 019 JOIN access two tables at once with SQL
  • 020 Use JOINs to retrieve the movies a user has watched
  • 021 Types of JOINs with examples.html
  • 022 ORDER BY sort the returned table
  • 023 LIMIT getting a certain number of rows
  • 024 LIKE flexible searching
  • 025 What is an index in SQL
  • 026 Adding an index to our table for more efficient searching
  • external-links.zip

  • 05 - Introduction to PostgreSQL Migrating our App
  • 001 SQLite vs. PostgreSQL
  • 001 foreign-key-constraints-official-documentation-.zip
  • 002 How to install PostgreSQL
  • 002 -ebook-how-to-install-postgresql.zip
  • 003 How to run and access PostgreSQL
  • 003 -ebook-how-to-run-and-access-postgresql.zip
  • 004 binary-install-from-pypi-official-documentation-.zip
  • 004 how-to-set-up-your-local-environment.zip
  • 004 pipenv-cannot-install-psycopg2-binary-but-pip-can-py-3.8-.zip
  • 004 psycopg2 vs psycopg2-binary
  • 004 psycopg2-2.7.4-released-initd.org-.zip
  • 004 psycopg2-binary-why-.zip
  • 004 what-is-a-virtual-environment-.zip
  • 005 How to store (and not store!) sensitive information in your code
  • 006 Psycopg2 cursors and query parameters
  • 006 the-with-statement-psycopg2-official-documentation-.zip
  • 007 Auto-incrementing columns SEQUENCE and SERIAL in PostgreSQL
  • 007 create-sequence-official-documentation-.zip
  • 008 Our changed code, and finding differences between files
  • 008 database.py-diff-between-sqlite-and-postgresql.zip
  • 008 diffchecker-great-tool-.zip
  • external-links.zip

  • 06 - Building a Poll App & Advanced SQL
  • 001 Overview of the project
  • 001 making-an-online-voting-app-part-1-.zip
  • 001 online-voting-app-part-2-.zip
  • 002 What is ACID
  • 002 can-a-database-support-atomicity-but-not-consistency-.zip
  • 003 Essential queries we'll need for this project
  • 003 formatting-numbers-for-printing-in-python.zip
  • 003 poll-completed.zip
  • 003 poll-starter.zip
  • 004 RETURNING data from modified rows
  • 004 fast-execution-helpers-psycopg2-official-documentation-.zip
  • 004 returning-data-from-modified-rows-postgresql-official-documentation-.zip
  • 005 Nested queries getting the latest poll
  • 006 SQL built-in functions
  • 006 aggregate-functions-in-postgresql-official-documentation-.zip
  • 006 mathematical-functions-in-postgresql-official-documentation-.zip
  • 007 GROUP BY and calculating vote percentages
  • 007 aggregate-functions-in-postgresql-official-documentation-.zip
  • 008 PostgreSQL window functions
  • 009 PostgreSQL window functions (part 2)
  • 010 How to use ORDER BY with window functions
  • 010 interactive-database-fiddle-for-this-chapter.zip
  • 011 How to use PARTITION with window functions
  • 011 more-postgresql-window-functions.zip
  • 012 SQL DISTINCT and DISTINCT ON
  • 013 The SQL HAVING clause
  • 013 how-to-avoid-invoking-functions-twice-when-using-group-by-and-having-stackoverflow-.zip
  • 014 SQL VIEW virtual tables
  • 014 create-view-postgresql-official-documentation-.zip
  • 014 view-examples-postgresql-official-documentation-.zip
  • 015 33.libpq-c-library.zip
  • 015 37.1.how-extensibility-works.zip
  • 015 How to read the PostgreSQL documentation
  • 015 sql-commands-reference.zip
  • 016 Adding type hinting to our application
  • 016 type-hinting-in-python-3.5-.zip
  • external-links.zip

  • 07 - Working with dates and times
  • 001 How to separate our database entities into models
  • 001 completed-poll-2-with-models.zip
  • 001 diff-of-app.py-changes.zip
  • 001 -ebook-separating-into-models.zip
  • 002 Creating our Option model class
  • 003 Changes needed in database.py
  • 004 Changes needed in app.py
  • 005 What is connection pooling
  • 006 How to create a connection pool with psycopg2
  • 007 Reduce pooling duplication with context managers
  • 007 completed-poll-3-with-context-managers.zip
  • 007 how-to-write-decorators-in-python.zip
  • 007 the-curious-case-of-pythons-context-manager.zip
  • 007 what-does-the-yield-keyword-do-stackoverflow-.zip
  • 008 Reduce cursor creation duplication with context managers
  • 009 The Python datetime module
  • 009 how-to-work-with-dates-and-times-in-python.zip
  • 009 python-strftime-reference.zip
  • 010 How to calculate new dates with timedelta
  • 011 How to handle timezones with pytz
  • 011 pytz-official-documentation.zip
  • 011 timezonedb-free-timezone-database.zip
  • 011 what-are-timezones-.zip
  • 012 How to save dates to PostgreSQL
  • 013 Add the vote date to our polling app
  • 013 completed-poll-4-with-dates.zip
  • external-links.zip

  • 08 - Python and Advanced PostgreSQL with psycopg2
  • 001 Composite primary keys
  • 001 foreign-keys-postgresql-official-documentation-.zip
  • 001 primary-keys-postgresql-official-documentation-.zip
  • 002 User-defined functions in PostgreSQL
  • 002 create-function-postgresql-official-documentation-.zip
  • 002 interactive-database-for-this-lecture.zip
  • 002 pl-pgsql-function-parameters-postgresql-tutorial-.zip
  • 002 query-language-sql-functions-postgresql-official-documentation-.zip
  • 002 user-defined-functions-postgresql-official-documentation-.zip
  • 003 Composite types and sets in functions
  • 003 interactive-database-for-this-lecture.zip
  • 003 postgresql-create-function-statement-postgresql-tutorial-.zip
  • 003 query-language-sql-functions-postgresql-official-documentation-.zip
  • 004 Stored procedures in PostgreSQL
  • 004 postgresql-stored-procedures-carto.com-.zip
  • 004 postgresql-stored-procedures-postgresql-tutorial-.zip
  • 004 user-defined-functions-postgresql-official-documentation-.zip
  • 004 what-is-acid-our-e-book-.zip
  • 005 Connections vs transactions in psycopg2
  • 005 how-to-work-with-postgresql-transactions-enterprisedb-.zip
  • 005 postgresql-if-i-run-multiple-queries-concurrently.stackoverflow-.zip
  • 006 Locking in PostgreSQL
  • 006 advisory-locks-postgresql-official-documentation-.zip
  • 006 deadlocks-postgresql-official-documentation-.zip
  • 006 lock-postgresql-official-documentation-.zip
  • 006 postgresql-conflicting-lock-modes.zip
  • 006 postgresql-rocks-except-when-it-blocks-understanding-locks-citusdata-.zip
  • 006 select-postgresql-official-documentation-.zip
  • 006 viewing-locks-postgresql-official-documentation-.zip
  • 007 Asynchronous psycopg2
  • 007 aiopg-official-documentation-.zip
  • 007 thread-and-process-safety-psycopg2-official-documentation-.zip
  • 008 SQL string composition with psycopg2
  • 008 psycopg2.sql-sql-string-composition-psycopg2-official-documentation-.zip
  • external-links.zip

  • 09 - Charting data from our tables using matplotlib
  • 001 Overview creating graphs from poll data
  • 002 How to install matplotlib.html
  • 002 installation-official-documentation-.zip
  • 003 How to draw a line graph with matplotlib
  • 003 matplotlib.pyplot.plot-official-documentation-.zip
  • 004 Matplotlib backends.html
  • 004 usage-guide-backends-official-documentation-.zip
  • 005 Matplotlib figures, axes, and plots
  • 006 The Object-Oriented Approach with matplotlib
  • 007 How to add multiple subplots to a figure
  • 008 How to draw a pie chart with matplotlib
  • 009 How to draw a bar chart with matplotlib
  • 010 How to adjust the size of a matplotlib plot
  • 011 How to adjust the x axis tick labels so they fit in the screen
  • 012 How to draw a stacked bar chart with matplotlib
  • 013 How to create a legend from your graphed data
  • 014 How to export an image with matplotlib
  • 015 How to create one document with multiple matplotlib plots
  • 016 How to create a custom legend with matplotlib
  • external-links.zip
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