Our Courses & Syllabus

C Language

Module 1: Introduction and First Program

- Why Programming
- History of C Language
- Hello World Program

Module 2: Variables and Data types

- Identifiers in C
- Variables and DataTypes
- Constants

Module 3: Console IO Operations

- Printf and Scanf
- Unformatted IO Functions

Module 4: Operators and Expressions

- Expressions and Arithmetic Operators
- Relational and Logical Operators
- Bitwise Operators

Module 5: Control Flow Statements

- If Statement
- Switch Statement
- Unconditional Branching using goto statement
- While Loop
- Do While Loop
- For Loop
- Break and Continue
- Special Cases

Module 6: Working with Functions

- Introduction and Writing Functions
- Scope of Variables, Storage Classes, Pass by Value and reference
- Recursion

Module 7: Working with Arrays

- Arrays Declaration and Initialization
- Sample Programs using Arrays
- Arrays as Function Parameters
- 2-Dimensional Array

Module 8: Pointers

- Introduction to Pointers
- Pointers as Function Parameter
- Pointer Arithmetic
- Pointers and Arrays
- Function Pointers
- Dynamic Memory Allocation using malloc
- calloc and comparision with malloc

Module 9: String Handling

- Introduction to Strings
- Sample Program
- More Sample Programs
- Standard String Library Functions
- Array of String

Module 10: Structures and Unions

- Declaring and Instantiating Structures
- Structure as Parameter and Pointer to Structure
- Enumerated Data Type
- Union
- Bit Fields

Module 11: File Handling

- What is a Stream
- File Handling-Writing and Reading Characters
- Writing and Reading Structure in Text Format
- Writing and Reading in Binary Format

Module 12: Pre-Processor Directives

- Understanding Pre-Processor directives
- Header Files and Project

Module 13: Command Line Arguments and Variable Arguments

1. Command Line Argument

C++ Language Syllabus

Module 1:- Introduction and First Program

- First C++ Program

Module 2:- Language Features

- How C++ differs from C
- Variables Declaration
- Function overloading
- Optional Parameters
- Reference Variables
- Operator overloading
- Basics of Console Input and Output
- Constant Pointers
- Dynamic Memory Allocation

Module 3:- OOPs Concepts

- Overview of OOPs Principles
- Introduction to classes & objects
- Creation & destruction of objects
- Data Members
- Member Functions
- this Pointer
- Constructor &Destructor
- Static class member
- Friend class and functions
- Namespace

Module 4:-- Inheritance

- Introduction and benefits
- Access Specifier
- Base and Derived class Constructors
- Types of Inheritance
- Down casting and up casting
- Function overriding
- Virtual functions
- Destructor overriding

Module 5:- Polymorphism

-What is Polymorphism
-Pure virtual functions
-Virtual Base Class

Module 6:- I/O Streams

-C++ Class Hierarchy
-File Stream
-Text File Handling
-Binary File Handling
-Error handling during file operations
-Overloading << and >> operators

Module 7:- Exception Handling

-Introduction to Exception
-Benefits of Exception handling
-Try and catch block
-Throw statement
-Pre-defined exceptions in C++
-Writing custom Exception class
-Stack Unwinding

Module 8:-- Templates

-Introduction
-Function Templates
-Class Templates

CORE JAVA

Module 1: Java Language Environment

- Object Oriented
- Platform Independent
- Automatic Memory Management
- Compiled / Interpreted approach
- Robust
- Secure
- Dynamic Linking
- Multi-Threaded
- Built-in Networking

Model 2: Java Fundamentals

- Data types
- Operators
- Control Statements
- Arrays
- Enhanced for-loop
- Enumerated types,
- Static import
- Auto boxing
- C-style formatted I/O
- Variable arguments

Module 3: Essentials of Object-Oriented Programming

- Object and Class Definition
- Using encapsulation to combine methods and data in a single class
- Inheritance and Polymorphism

Module 4: Writing Java Classes

- Encapsulation
- Polymorphism
- Inheritance
- OOP in Java
- Class Fundamentals
- Using Objects
- Constructor
- Garbage Collection
- Method Overloading
- Method Overriding
- Static Members
- Understanding Interface
- Using Interfaces

Module 5: Packages

- Why packages
- Understanding Class path
- Access modifiers & their Scope

Module 6: Exception Handling

- When an exception occurs
- Importance of Exception Handling
- Exception Propagation
- Exception Types
- Using try and catch
- throw, throws, finally
- Writing User defined Exceptions

Module 7: I/O Operations in Java

- Byte Oriented Streams
- File Handling
- Readers and Writers

Module 8: Multithreaded Programming

- Introduction to Multi-Threading
- Understanding Threads & its States
- Java Threading Model
- Thread class & Runnable Interface
- Thread Priorities
- Thread Synchronization
- Interthread Communication
- Preventing Deadlocks

Module 9: Java Util Package / Collections Framework

- Collection & Iterator Interface
- Enumeration
- List and ArrayList
- Vector
- Comparator
- Set Interface & SortedSet
- Hashtable
- Properties

Module 10: Generics

- Introduction to Generics
- Using Built-in Generics Collections
- Writing Simple Generic Class
- Bounded Generics
- Wild Card Generics

Module 11: Abstract Window Toolkit

- Graphics
- Color and Font
- AWT Components/Controls
- Event Handling & Layouts

Module 12: Swing Programming

- Introduction to Swing & MVC Architecture
- Light Weight Component
- Swing Hierarchy
- Atomic Components e.g. JButton, JList and more
- Intermediate Container e.g. JPanel, JSplitPane and more
- Top-Level Container e.g. JFrame and JApplet
- Swing Related Events

DATA SCIENCE USING PYTHON SYLLABUS

Module 1: DATA SCIENCE & PYTHON INTRODUCTION

-Python Introduction
-Installation
-Variables
-Data types
-Operators
-Input
-Comments

Module 2: LOOPS

-If statements
-If..else statements
-While loop
-For Loops

Module 3: FUNCTIONS

-Basic math
-Advanced Mathematical Operators
-Creating your own functions
-Defining functions in python
-Advanced Math function creation

Module 4: DATA STRUCTURE OPERATIONS

Array

-Accessing Array
-Slicing
-Insert
-Modify
-Pop
-Scalar
-Vector
-0D,1D,2D,3D,4D,5D

List

-Len
-Append
-Insert
-Clear
-Del
-Remove
-Pop
-Index
-Count
-Sort
-Reverse
-Concatenation
-Type
-In and not in statement
-Replication
-List function

Tuples

-Len
-Concatenation
-Tuple
-Count
-Index
-Accessing using array
-Negative indexing with different ranges
-Replication

Sets

-Add
-Update
-Remove
-Clear
-Len
-Del
-Union
-Intersection
-Difference
-Discard
-Pop() with no arguments
-Set()
-Issubset()

Dictionaries

-Len
-Adding new key value
-Pop
-Popitem
-Del
-Clear
-Copy
-Items
-Values
-Keys
-Dict

Module 5: FILE HANDLING

File Operations

-Open()
-Read()
-Read by passing values()
-Readline()
-Write()
-Append()
-Remove()
-Close()
-Access mode
-Buffering

Read Files

-Create Files
-Delete Files
-Writing Files

Module 6: TYPE CONVERSION

-Int to str
-Int to float
-Str to float

Module 7: FUNCTIONAL PROGRAMMING

-Map
-Filter
-Lambda

Module 8: MODULES & LIBRARIES

Functions,Modules and standard libraries

-System version
-Getcwd
-System platform
-Datetime
-Components of datetime
-Time

Numpy

-0D,1D,2D,3D
-Ndim
-Version
-Ndimn
-Dtype
-Int
-Float
-Complex
-i1,i2,i4
-arange
-Numpy Zeros
-Numpy ones

Creating Array Indexing

-2D indexing
-3D indexing
-Negative indexing

Creating Array Slicing

-Using parameter
-Using colon
-Using 2D
-Using 3D

Array shape & Reshaping

-Shape
-Flattening numpy array into specific shape
-Reshape

Module 9: DATA VISUALIZATION USING PYTHON

-Matplotlib Introduction
-Matplotlib Plotters
-Matplotlib Bar Plotters
-Matplotlib Scatters
-Two different scatters
-Matplotlib Grids & Bars
-Seaborn point plotters

Module 10: Pandas

-Introduction
-Pandas version
-Series
-Series data creation
-Series creation with custom index
-Head
-Tail
-Mean
-Sum
-Type
-Sort_values
-Dataframes
-Rename
-Reset index
-Drop columns and row
-Ascending

Module 11: OpenCV

-RGB image
-Gray scale image
-RGB to grayscale conversion
-Imread
-Imwrite
-Imshow
-Imreadcolor
-Imgshape
-Imgresize
-BGRTORGB
-Image(Rowshape,columnshape)
-Reshape array (3D to 2D)

Module 12: Counters

-Mostcommon()
-Mostcommon(Using Slicing)
-Mostcommon(Using negative indexing)
-Zip()
-Barchart using Counters

Module 13: Processing Functions

-Rand
-randInt
-linspace
-rand with parameters
-seed
-uniform
-random.random
-arrange
-argmax

Module 14: Installing packages

-Pip install
-Pip list

Module 15: OOPS Concept

Classes

-Creation
-_init_ constructor
-Self

Objects

-Attributes
-Methods
-Modify object
-Delete object with attribute
-Delete object
-Accessing object with attributes
-Object Methods
-Object Method call

Inheritance

-Parent class creation
-Child class
-Accessing parent class from child class

Encapsulation

-Data hiding
-Public method
-Mangling method
-Access specifiers
-Public
-Private
-Protected

Polymorphism

Operator overloading

Module 16: Statistics

-Mean
-Median
-Mode
-Variance
-Standard deviation

Module 17: ADVANCED DATA STRUCTURES IN PYTHON

-List
-Tuples
-Set
-Dictionary
-Counter

Module 18: ADVANCED DATA FRAMES(USING REAL DATASET)

-Dataframes in Python Using Real Time Dataset
-Dataset Description using dataframes
-Loading Dataset
-Display Records of Dataframes
-Value Counts and Cross Tabulation
-Sorting Dataframes
-Creating New Columns
-Grouping and Aggregating
-Joining Dataframes
-Filtering Records

Module 19: CLUSTERING (USING REAL DATASET)

-Clustering
-How Clustering works
-Finding Similarities Using Distances
-Euclidean Distance
-Cosine Similarity
-K-Means Clustering
-Plotting with Segments
-Cluster Centers

Module 20: FORECASTING (USING REAL DATASET)

-Forecasting Overview
-Components of Time-Series Data
-Moving Average
1.Loading and visualizing the TimeSeries Dataset
2.Forecasting using Moving Average

Module 21: ADVANCED COMPUTER VISION TECHNIQUES

-Invariant Transformation
-Grayscale contrast and stretching
-Bilateral Filtering
-Thresholding
-Contours