All Courses Python Intermediate
Python Intermediate
This intermediate Python programming course is designed to build on the foundational knowledge of Python. It covers a range of advanced topics and concepts, enabling students to become proficient Python programmers. The course introduces essential data structures, functional programming, and more advanced Python features, such as decorators, generators, and the Global Interpreter Lock (GIL)
Instructors:
S Soumen
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13 Lessons

Module 1: Lists and Tuples

  1. Understanding Lists and Tuples
  2. List and Tuple Operations
  3. Slicing and Indexing
  4. List Comprehensions
  5. Mutability and Immutability


Module 2: Dictionaries and Sets

  1. Working with Dictionaries
  2. Dictionary Comprehensions
  3. Sets and Set Operations


Module 3: Strings

  1. String Manipulation
  2. String Formatting



Module 4: Lambda Functions

  1. Introduction to Lambda Functions
  2. Anonymous Functions
  3. Using Lambda with Built-in Functions


Module 5: Collections in Python

  1. Collections Module Overview
  2. Counter
  3. defaultdict
  4. namedtuple
  5. deque
  6. OrderedDict


Module 6: Iter Module

  1. Iterators vs. Iterables
  2. Creating Custom Iterators
  3. Itertools Module


Module 7: Decorators

  1. Function Decorators
  2. Class Decorators
  3. Decorator Syntax


Module 8: Generators

  1. Understanding Generators
  2. Generator Expressions
  3. Yield Statement
  4. Lazy Evaluation


Module 9: Global Interpreter Lock (GIL) in Python

  1. What is the GIL?
  2. Implications of the GIL
  3. Multithreading vs. Multiprocessing
  4. Mitigating GIL Limitations

Module 10: Context Managers

  1. Context Managers and the with Statement
  2. Writing Custom Context Managers
  3. Using Context Managers with Files, Resources, and Databases
  4. Practical Applications

Module 11: Data Classes in Python

  1. Understanding DataClasses 
  2. Comparison and Sorting in Data Classes



 

 


Course Content
Reviewing List in Python
Tuples In Python
Dictionaries In Python
Sets In Python
String Manipulation String Formatting String Functions
String in Python
Introduction to Lambda Functions Anonymous Functions Using Lambda with Built-in Functions
Lambda Function in Python
Collections Module Overview Counter defaultdict namedtuple deque OrderedDict
Collections In Python
Iterators vs. Iterables & Itertools Module
Itertool Module in Python
Understanding Decorators Decorator Syntax Converting Function to Decorators
Decorators in Python
Understanding Generators Generator Expressions Yield Statement Lazy Evaluation
Generators in Python
What is the GIL? Implications of the GIL Multithreading vs. Multiprocessing Mitigating GIL Limitations
GIL in Python
Context Managers and the with Statement Writing Custom Context Managers Using Context Managers with Files, Resources, and Databases
Context Manager in Python
Understanding DataClasses Comparison and Sorting in Data Classes
Data Classes in Python