Curriculum
16 Sections
123 Lessons
16 Weeks
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INSTALLATION
0
LANGUAGE OVERVIEW
11
2.1
ABOUT THE OVERVIEW
2.2
HELLO WORLD
2.3
PYTHON ANATOMY
2.4
EXPRESSIONS AND STATEMENTS
2.5
WHITESPACE AND COMMENTS
2.6
USING PRINT()
2.7
BLOCKS AND SCOPE
2.8
CONDITIONALS
2.9
LOOPS
2.10
LOCKED CONTENT
2.11
FUNCTIONS
TYPES AND VALUES
6
3.1
OVERVIEW OF TYPES AND VALUES
3.2
THE STRING TYPE
3.3
NUMERIC TYPES
3.4
THE BOOL TYPE
3.5
SEQUENCE TYPES
3.5
TYPE() AND ID()
CONDITIONALS
3
4.1
CONDITIONAL SYNTAX
4.2
CONDITIONAL OPERATORS
4.3
CONDITIONAL ASSIGNMENT
LOOPS
4
5.1
PYTHON LOOPS
5.2
THE WHILE LOOP
5.3
THE FOR LOOP
5.3
ADDITIONAL CONTROLS
OPERATORS
7
6.1
ARITHMETIC OPERATORS
6.2
BITWISE OPERATORS
6.3
COMPARISON OPERATORS
6.4
BOOLEAN OPERATORS
6.5
OPERATOR PRECEDENCE
6.6
BOOLEAN OPERATORS
6.7
OPERATOR PRECEDENCE
STRUCTURED DATA
6
7.1
BASIC DATA STRUCTURES
7.2
LISTS AND TUPLES
7.3
DICTIONARIES
7.4
SETS
7.5
LIST COMPREHENSION
7.6
MIXED STRUCTURES
STRING OBJECTS
4
8.1
OVERVIEW OF STRING OBJECTS
8.2
COMMON STRING METHODS
8.3
FORMATTING STRINGS
8.4
SPLITTING AND JOINING
FUNCTIONS
6
9.1
DEFINING A FUNCTION
9.2
FUNCTION ARGUMENTS
9.3
ARGUMENT LISTS
9.4
KEYWORD ARGUMENTS
9.5
RETURN VALUES
9.6
GENERATORS
MODULES
4
10.1
STANDARD MODULES – SYS
10.2
STANDARD MODULES – MATH
10.3
STANDARD MODULES – TIME
10.4
THE DIR FUNCTION
EXCEPTIONS
2
11.1
HANDLING EXCEPTIONS
11.1
REPORTING ERRORS
FILE I/O
9
12.1
OPENING FILES
12.2
TEXT VS BINARY MODE
12.3
TEXT FILES
12.4
BINARY FILES
12.5
COMMAND LINE ARGUMENTS
12.6
INPUT AND OUTPUT
12.7
FILES AND FILE WRITING
12.7
FILE SEEKING IN PYTHON
12.8
ITERATIVE FILES
Advance Python
10
13.1
Classes in Python
13.2
Principles of Object Orientation
13.3
Creating Classes
13.4
Instance Methods
13.5
File Organization
13.6
Special Methods
13.7
Inheritance
13.8
Polymorphism
13.9
Type Identification
13.10
Custom Exception Classes
Regular expressions
14
14.1
Introduction
14.2
Simple Character Matches
14.3
Special Characters
14.4
Character Classes
14.5
Quantifiers
14.6
The Dot Character
14.7
Greedy Matches
14.8
Grouping
14.9
Matching at Beginning or End
14.10
Match Objects
14.11
Substituting
14.12
Splitting a String
14.13
Compiling Regular Expressions
14.14
Flags
Objected-Oriented Python
22
15.1
Object-oriented programming refresher
15.2
Instance methods and attributes
15.3
Checking instance types
15.4
Class methods and members
15.5
Class methods and members
15.6
Inheritance and Composition
15.7
Understanding inheritance
15.8
Abstract base classes
15.9
Using multiple inheritance
15.10
Interfaces
15.11
Understanding composition
15.12
Magic Object Methods
15.13
What are magic methods?
15.14
String representation
15.15
Equality and comparison
15.16
Attribute access
15.17
Callable objects
15.18
Python Comprehensions
15.19
What are comprehensions?
15.20
List comprehensions
15.21
Dictionary comprehensions
15.22
Set comprehensions
Introduction to Databases in Python
15
16.1
What is a database?
16.2
Relational databases
16.3
Non-relational databases
16.4
Python Database API
16.5
Using MySQL in Python
16.6
Creating a MySQL database
16.7
Building tables in a MySQL database
16.8
Connecting a Python application to a MySQL database
16.9
Encaspulating database operations to make better applications
16.10
Developing Pythonic applications with SQLAlchemy ORM
16.11
Using SQLAlchemy Sessions to transact on a MySQL database
16.12
Using SQL to import CSV data
16.13
Leveraging SQLAlchemy and pandas to import CSV data
16.14
Challenge: Create a MySQL database
16.15
Solution: Create a MySQL database
Python Programming, OOP & SQL with AI
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