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Batch
Date: Jan 25th & 26th @5:00PM
Faculty: Mr. Prakash Babu (15+ Yrs of Exp,..)
Duration : 7 Weekends Batch
Venue
:
DURGA SOFTWARE SOLUTIONS,
Flat No : 202,
2nd Floor,
HUDA Maitrivanam,
Ameerpet, Hyderabad - 500038
Ph.No: +91 - 8885252627, 7207212427/28
Syllabus:
PYTHON
1. LANGUAGE FUNDAMENTALS
- Introduction
- Features of Python
- Limitations of Python
- Flavors of Python
- Python Versions
- Identifiers
- Reserved Words
- DATA TYPES
- Base Conversions
- Slicing of Strings
- TYPE CASTING
- Fundamental Data Types vs Immutability
- Escape Characters
- Constants
2. OPERATORS
- Arithmetic Operators
- Relational Operators OR Comparison Operators
- Equality Operators
- Logical Operators
- Bitwise Oeprators
- Shift Operators
- Assignment operators
- Ternary Operator OR Conditional Operator
- Special operators
- Operator Precedence
- Mathematical Functions (math Module)
- Command Line Arguments
- Output Statements
3. FLOW CONTROL
- Conditional Statements
- Iterative Statements
- Transfer Statements
- Loops with else Block
- del Statement
- Difference between del and None
4. STRING DATA TYPE
- What is String?
- How to define multi-line String Literals?
- How to Access Characters of a String?
- Behaviour of Slice Operator
- Slice Operator Case Study
- Mathematical Operators for String
- len() in-built Function
- Checking Membership
- Comparison of Strings
- Removing Spaces from the String
- Finding Substrings
- Counting substring in the given String
- Replacing a String with another String
- Splitting of Strings
- Joining of Strings
- Changing Case of a String
- Checking Starting and Ending Part of the String
- To Check Type of Characters Present in a String
- Formatting the Strings
- Important Programs regarding String Concept
- Formatting the Strings
5. LIST DATA STRUCTURE
- Creation of List Objects
- Accessing Elements of List
- List vs Mutability
- Traversing the Elements of List
- Important Functions of List
- Using Mathematical Operators for List Objects
- Comparing List Objects
- Membership Operators
- clear() Function
- Nested Lists
- Nested List as Matrix
- List Comprehensions
6. TUPLE DATA STRUCTURE
- Tuple Creation
- Accessing Elements of Tuple
- Tuple vs Immutability
- Mathematical Operators for Tuple
- Important Functions of Tuple
- Tuple Packing and Unpacking
- Tuple Comprehension
- Differences between List and Tuple
7. SET DATA STRUCTURE
- Creation of Set Objects
- Important Functions of Set
- Mathematical Operations on the Set
- Membership Operators: (in, not in)
- Set Comprehension
8. DICTIONARY DATA STRUCTURE
- How to Create Dictionary?
- How to Access Data from the Dictionary?
- How to Update Dictionaries?
- How to Delete Elements from Dictionary?
- Important Functions of Dictionary
- Dictionary Comprehension
9. FUNCTIONS
- Built in Functions
- User Defined Functions
- Parameters
- Return Statement
- Returning Multiple Values from a Function
- Types of Arguments
- Case Study
- Types of Variables
- global Keyword
- Recursive Functions
- Anonymous Functions
- Normal Function
- Lambda Function
- filter() Function
- ap() Function
- reduce() Function
- Everything is an Object
- Function Aliasing
- Nested Functions
10. MODULES
- Renaming a Module at the time of import (Module Aliasing)
- from ... import
- Various Possibilties of import
- Member Aliasing
- Reloading a Module
- Finding Members of Module by using dir() Function
- The Special Variable __name__
- Working with math Module
- Working with random Module
11. PACKAGES
12. 100 PATTERN PROGRAMS
13. OOP’s Part – 1
- What is Class?
- How to define a Class?
- What is Object?
- What is Reference Variable?
- Self Variable
- Constructor Concept
- Differences between Methods and Constructors
- Types of Variables
- Where we can declare Instance Variables
- How to Access Instance Variables
- How to delete Instance Variable from the Object
- Static Variables
- Instance Variable vs Static Variable
- Various Places to declare Static Variables
- How to access Static Variables
- Where we can modify the Value of Static Variable
- How to Delete Static Variables of a Class
- Local Variables
- Types of Methods
- Setter and Getter Methods
- Passing Members of One Class to Another Class
- Inner Classes
- Garbage Collection
- How to enable and disable Garbage Collector in our Program
- Destructors
- How to find the Number of References of an Object
14. OOP’s Part – 2
- Inheritance
- IS-A vs HAS-A Relationship
- Composition vs Aggregation
- Types of Inheritance
- Method Resolution Order (MRO)
- Head Element vs Tail Terminology
- How to find Merge?
- Finding mro(P) by using C3 Algorithm
- super() Method
- How to Call Method of a Particular Super Class?
- Various Important Points about super()
15. OOP’s Part – 3
- Polymorphism
- Duck Typing Philosophy of Python
- Overloading
- Overriding
16. OOP’s Part – 4
- Abstract Method
- Abstract class
- Interface
- Concreate Class vs Abstract Class vs Inteface
- Public,Private and Protected Members
- __str__() Method
- Difference between str() and repr() Functions
- Small Banking Application
17. Exception Handling
- Syntax Errors
- Runtime Errors
- What is Exception
- Default Exception Handing in Python
- Python's Exception Hierarchy
- Customized Exception Handling by using try-except
- Control Flow in try-except
- How to Print Exception Information
- try with Multiple except Blocks
- Single except Block that can handle Multiple Exceptions
- Default except Block
- finally Block
- Control Flow in try-except-finally
- Nested try-except-finally Blocks
- Control Flow in nested try-except-finally
- else Block with try-except-finally
- Various possible Combinations of try-except-else-finally
- Types of Exceptions
- How to Define and Raise Customized Exceptions
18. File Handling
- Types of Files
- Opening a File
- Closing a File
- Various Properties of File Object
- Writing Data to Text Files
- Reading Character Data from Text Files
- The with Statement
- The seek() and tell() Methods
- How to check a particular File exists OR not
- Handling Binary Data
- Handling CSV Files
- Writing Data to CSV File
- Reading Data from CSV File
- Zipping and Unzipping Files
- To Create Zip File
- Working with Directories
- Running Other Programs from Python Program
- How to get Information about a File
- Pickling and Unpickling of Objects
19. Multi Threading
- Multi Tasking
- The ways of Creating Thread in Python
- Setting and Getting Name of a Thread
- Thread Identification Number (ident)
- enumerate() Function
- isAlive() Method
- join() Method
- Daemon Threads
- Default Nature
- Synchronization
- Synchronization By using Lock Concept
- Problem with Simple Lock
- Demo Program for Synchronization by using RLock
- Difference between Lock and RLock
- Synchronization by using Semaphore
- Bounded Semaphore
- Difference between Lock and Semaphore
- Inter Thread Communication
- Inter Thread Communication by using Event Objects
- Methods of Event Class
- Inter Thread Communication by using Condition Object
- Methods of Condition
- Case Study
- Inter Tread Communication by using Queue
- Important Methods of Queue
- Types of Queues
- Good Programming Practices with usage of Locks
20. Python Database Programming
- Storage Areas
- File Systems
- Databases
- Python Database Programming
- Working with Oracle Database
- Installing cx_Oracle
- How to Test Installation
- Working with MySQL Database
- Commonly used Commands in MySQL
- Driver/Connector Information
- How to Check Installation
21. Regular Expressions & Web Scraping
- Character Classes
- Pre defined Character Classes
- Qunatifiers
- Important Functions of Remodule
- Web Scraping by using Regular Expressions
22. Decorator Functions
23. Generator Functions
- Advantages of Generator Functions
- Generators vs Normal Collections wrt Performance
- Generators vs Normal Collections wrt Memory Utilization
24. Assertions
- Debugging Python Program by using assert Keyword
- Types of assert Statements
- Exception Handling vs Assertions
25. Python Logging
- Logging Levels
- How to implement Logging
- How to configure Log File in over writing Mode
- How to Format Log Messages
- How to add Timestamp in the Log Messages
- How to Change Date and Time Format
- How to write Python Program Exceptions to the Log File
- Problems with Root Logger
- Need of Our Own Customized Logger
- Advanced logging Module Features: Logger
- Logger with Configuration File
- Creation of Custom Logger
- How to Create seperate Log File based on Caller
- Advantages of Customized Logger
Data Structures & Algorithms (DSA)
with PYTHON
01) Introduction to DSA
02) Sample algorithms and implementation
03) Array data structure
04) One-d array programs
05) Two-d or matrix programs
06) CRUD operations on arrays
07) String data structure
08) String handling programs
09) CRUD operation on string
10) Recursion and its application
11) Sorting and searching
12) List data structure (SLL,DLL,CSLL,CDLL)
13) Stack data structure
14) Queue data structure
15) Hashtable data structure
16) Tree data structure
17) Priority queues and heap data structure
18) Graph data structure
19) Divide and conquer algs
20) Dynamic programming
21) Back tracking
22) Greedy method
23) Complexities
24) Bitmanipulations
