Python for Databases: Learning Data Management with Python

Name: Python for Databases: Learning Data Management with Python
Rating: 4.6 (15 reviews)

Realize Python's Potential to Connect to and Utilize a Variety of Database Management Systems

Created byAlex Clements

Last updated 7/2023

English

English [Auto],

What you'll learn

Understand the fundamentals of programming using Python
Explore the basics of databases and their importance in modern applications
Learn how to handle data retrieval and manipulation using SQL queries
Discover how to use a variety of relational databases in combination with Python
Gain experience in interacting with MongoDB Atlas, a cloud-based NoSQL database
Recognize the benefits and downfalls of SQLite, PostgreSQL and more

Course content

7 sections • 43 lectures • 2h 42m total length

Introduction2:01
Course Material Introduction & Downloads0:42

Course Materials - Introduction to Python0:06
This includes the course material PDF, the visual presentation PDF and the exercise manual PDF.
Python Introduction1:43
This lecture introduces the 'Introduction to Python' section, providing a quick overview of both Python and each lecture that will be available.
Installing Python6:01
Install Python from python.org, run the 64-bit Windows installer, and add Python to the path. Verify with python --version and adapt steps for Mac or Linux as needed.
Installing an Integrated Development Environment (IDE)5:03
Python Basics3:00
Variables in Python4:49
Python Control Structures11:07
Explore Python control structures, including conditionals and loops, using logical and arithmetic operators, with examples of if/elif/else, indentation, and for and while loops.
Python Functions3:10
Error Handling in Python6:47
Programming Challenge & Conclusion2:56

Course Materials - Introduction to SQLite0:06
This includes the course material PDF, the visual presentation PDF and the exercise manual PDF.
SQLite Introduction1:48
Explore SQLite, a lightweight, self-contained relational database that integrates with Python, and learn to import, create tables, insert, query, update, and delete data using SQL operators.
Importing SQLite and Creating a Table7:45
Import sqlite3, connect to a local database, and create an orders table with primary key and not null constraints, demonstrating sql create table usage.
Inserting Data in SQLite5:07
Selecting Data in SQLite8:18
Updating Data in SQLite4:00
Deleting Data in SQLite & Conclusion3:14

Course Materials - PostgreSQL and Python0:06
This includes the course material PDF, the visual presentation PDF and the exercise manual PDF.
PostgreSQL Introduction1:19
Installing PostgreSQL3:43
Using pgAdmin 46:04
Creating Tables in PostgreSQL9:32
Learn to create tables in PostgreSQL with Python using psycopg2 to configure a connection and execute SQL via a cursor for the hockey league schema.
Inserting Data in PostgreSQL6:44
Querying Data in PostgreSQL5:29
Learn how to query data in PostgreSQL using Python, with select statements in execute, cursors, and fetch methods to print game data and top players.
Updating Data in PostgreSQL2:03
Deleting Data in PostgreSQL & Conclusion3:06
Delete data in PostgreSQL with Python by executing an SQL statement using a data tuple, filtering by join date after June 1, 2023, and committing changes to remove added teams.

Course Materials - Other Relational Databases0:05
This includes the course material PDF and the visual presentation PDF.
Other Relational Databases Introduction1:42
Explore other relational databases and their features across four systems, with a connection example and one CRUD operation, noting code similarity to Postgres, MySQL, Oracle, SQL Server, and IBM DB2.
MySQL5:53
Oracle4:12
Microsoft SQL Server3:48
IBM Db2 & Conclusion4:48
Explore IBM Db2, a robust RDBMS with community, standard, and advanced editions, offering security, advanced query optimization, and flexible deployment for enterprise data management and analytics.

Course Materials - Python for MongoDB Atlas0:06
This includes the course material PDF, the visual presentation PDF and the exercise manual PDF.
MongoDB Introduction2:11
Setting up MongoDB2:39
Create a MongoDB Atlas account, name cluster python for databases, select the free M0 option, add your IP, create a database user, and copy the connection string for VS Code.
Creating a MongoDB Database and Inserting Data5:58
Finding & Searching Data in MongoDB4:05
Querying Data in MongoDB5:18
Discover practical MongoDB querying with PyMongo by using find and dictionary filters, from equality and comparisons to regex, and sort results by fields like goals and total points.
Updating Data in MongoDB2:17
Deleting Data in MongoDB & Conclusion2:31

Requirements

Some programming experience is ideal but not necessary.
A working PC

Description

Welcome to "Python for Databases", an all-encompassing journey into the world of databases using Python. In this course, you will learn all about relational database management systems and non-relational systems. By the end of this journey, you will gather essential skills to work confidently with various databases and harness Python's power for data storage, retrieval and manipulation.

Who This Course is For:
"Python for Databases" is meticulously designed for aspiring programmers, data analysts and software developers eager to master the art of working with databases through Python. The course provides a solid foundation for individuals with no programming background or experience working with databases.

Main Learning Objectives:

Introduction to Python: Dive into the fundamentals of Python, one of the most versatile and popular programming languages in the world. Learn about Python's syntax, data structures, control structures, functions and error handling. Gain the ability to write efficient and readable Python code.
SQLite in Python: Explore the basics of SQLite, which is a lightweight database engine for Python. Learn to utilize SQL queries with the CRUD (Create, Read, Update, Delete) acronym to manipulate data in a database.
PostgreSQL and Python: Discover the power of PostgreSQL, an advanced and open-source relational database management system. Connect to PostgreSQL with Python, utilize pgAdmin 4 for visualizing data and handle transactions effectively.
Other Relational Databases: Learn about MySQL, Oracle, Microsoft SQL Server and IBM Db2, recognizing their differences, strengths and unique features. Identify how to connect to each RDBMS using Python and understand basic transaction operations within each system.
Python for MongoDB Atlas: Unlock the world of NoSQL databases with MongoDB. Gain experience working with the cloud. Utilize Python to create collections, insert and retrieve documents and leverage MongoDB's flexibility for dynamic data storage.

Why Enroll in This Course?

Comprehensive Learning Experience: This course provides a clear and straightforward journey through using Python for databases, enabling you to develop an important skill set in data management.
Practical and Hands-On Approach: Learn using practical demonstrations and exercises to reinforce your learning and develop a robust understanding.
Professional Guidance: Learn from an experienced Python developer who will guide you through every step, ensuring clarity and understanding.
Versatility for Career Growth: Acquiring Python and database skills opens doors to a wide range of career opportunities in data analysis, software development and more.

Enroll now in "Python for Databases" and empower yourself with the knowledge and expertise to conquer the dynamic world of data management using Python!

Additionally, I have a new course entitled "SQL For Beginners" to help assist your database learning! Find it on my profile!

Who this course is for:

Beginner Python developers looking to understand database management

Python for Databases: Learning Data Management with Python

What you'll learn

Explore related topics

Course content

Introduction2 lectures • 3min

Introduction to Python10 lectures • 45min

SQLite in Python7 lectures • 30min

PostgreSQL and Python9 lectures • 38min

Other Relational Databases6 lectures • 20min

Python for MongoDB Atlas8 lectures • 25min

Course Conclusion1 lecture • 1min

Requirements

Description

Who this course is for: