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Course overview
INTRODUCTION TO PYTHON
- Features of Python
- Python Virtual Machine (PVM)
- Frozen Binaries
- Memory management in Python
- Garbage collection in Python
WRITING OUR FIRST PYTHON PROGRAM
- Writing our first Python program
- Executing a Python program
- Getting help in Python
- Reopening the Python program in IDLE
DATATYPES IN PYTHON
- Comments in Python
- Docstrings
- How Python sees variables
- Datatypes in Python
- Built-in datatypes
- bool datatype
- Sequences in Python
- Sets
- Literals in Python
- Determining the datatype of a variable
- characters in Python
- User-defined datatypes
- Constants in Python
- Identifiers and Reserved words
- Naming conventions in Python
OPERATORS IN PYTHON
- Arithmetic operators
- Using Python interpreter as calculator
- Assignment operators
- Unary minus operator
- Relational operators
- Logical operators
- Boolean operators
- Membership operators
- Identity operators
- Operator precedence and associativity
- Mathematical functions
INPUT AND OUTPUT
- Output statements
- Various formats of print()
- Input statements
- Command line arguments
CONTROL STATEMENTS
- if statement
- if ... else statement
- if ... elif ... else statement
- for loop
- Infinite loops
- Nested loops
- The else suite
- break statement
- continue statement
- pass statement
- assert statement
- return statement
ARRAYS IN PYTHON
- Creating an array
- Importing the array module
- Indexing and slicing on arrays
- Types of arrays
- Working with arrays using numpy
- Creating arrays using linspace
- Creating arrays using logspace
- Creating arrays using arange() function
- Creating arrays using zeros() and ones() functions
- Mathematical operations on arrays
- Comparing arrays
- Aliasing the arrays
- Viewing and Copying arrays
- Slicing and indexing in numpy arrays
- Dimensions of arrays
- Attributes of an array
- reshape()
- flatten()
- Working with Multi dimensional arrays
- The array() function
- ones() and zeros() functions
- eye() function
- reshape() function
- Indexing in multi dimensional arrays
- Slicing the multi dimensional arrays
- Matrices in numpy
STRINGS AND CHARACTERS
- Creating strings
- Length of a string
- Indexing in strings
- Repeating the strings
- Concatenation of strings
- Checking membership
- Comparing strings
- Removing spaces from a string
- Finding sub strings
- Strings are immutable
- Replacing a string with another string
- Splitting and joining strings
- Changing case of a string
- Checking starting and ending of a string
- String testing methods
- Formatting the strings
- Sorting strings
FUNCTIONS
- Defining a function
- Calling a function
- Returning results from a function
- Returning multiple values from a function
- Functions are first class objects
- Pass by object reference
- Formal and actual arguments
- Positional arguments
- Default arguments
- Variable length arguments
- Local and global variables
- The global keyword
- Passing a group of elements to a function
- Recursive functions
- Lambdas
- Using lambdas with filter() function
- Using lambdas with map() function
- Using lambdas with reduce() function
- Function decorators
- Generators
- Structured programming
- Creating our own modules in Python
- The special variable enamel
LISTS AND TUPLES
- Creating lists using range() function
- Updating the elements of a list
- Concatenation of two lists
- Repetition of lists
- Membership in lists
- Aliasing and cloning lists
- Methods to process lists
- Nested lists
- List comprehensions
- Tuples
- Creating tuples
- Accessing the tuple elements
- Basic operations on tuples
- Functions to process tuples
- Nested tuples
DICTIONARIES
- Operations on dictionaries
- Dictionary methods
- Using for loop with dictionaries
- Sorting the elements of a dictionary using lambdas
- Converting lists into dictionary
- Converting strings into dictionary
- Ordered dictionaries
INTRODUCTION TO OOPS
- Problems in Procedure Oriented Approach
- Features of Object Oriented Programming System (OOPS)
- Classes and objects
- Encapsulation
- Abstraction
- Inheritance
- Polymorphism
CLASSES AND OBJECTS
- self variable
- Constructor
- Types of variables
- Namespaces
- Types of methods
- Passing members of one class to another class
- Inner classes
INHERITANCE AND POLYMORPHISM
- Constructors in inheritance
- Overriding super class constructors and methods
- super() method
- Types of inheritance
- Method Resolution Order (MRO)
- Duck typing philosophy of Python
- Operator overloading
- Method overloading
- Method overriding
ABSTRACT CLASSES AND INTERFACES
- Abstract Method and Abstract Class
- Interfaces in Python
- Abstract Classes vs. Interfaces
EXCEPTIONS
- Errors in a Python program
- Exceptions
- Exception handling
- Types of exceptions
- The except block
- assert statement
- User- defined exceptions
- Logging the exceptions
FILES IN PYTHON
- Types of files in Python
- Working with text files with strings
- Knowing whether a file exists or not
- Working with binary files
- Pickle in Python
- seek() and tell()
- Random accessing of binary files
- Zipping and Unzipping files
- Running other programs from Python program
REGULAR EXPRESSIONS IN PYTHON
DATE AND TIME
THREADS
GRAPHICAL USER INTERFACE
NETWORKING IN PYTHON
PYTHON’S DATABASE CONNECTIVITY
DATASCIENCE IN PYTHON
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Requirements
- Graduation
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