Workshop on Machine Learning using Python Libraries

Course Name

Project based Machine Learning Workshop

Prerequisite

Workshop is for those who have a decent understanding of Python core.

Duration

12 hours of training

Features

• Course Completion Certificate
• Project based on Machine Learning
• Covering Needful Python Libraries
• Mathematics portion will be covered in the course itself
• Live Coding display using projector

Syllabus

Overview of workshop, Artificial Intelligence, Machine Learning and Data Science comparative study, NumPy, Pandas, Matplotlib, sklearn, Mathematics of Linear Regression, Machine Learning using Regression, Project work.

Register in the batch now before its too late, as we are limited with the batch size.

Data Structures

Course Name

Data Structures

Prerequisite

This is the most recommended course. You must know C language as I will teach you to implement data structures in C language. Not just theory it is more towards practical. Knowledge of function, array, structure, pointer and DMA is must. Don’t worry, you should just know these topics, I will teach you how you can use them in programming.

Duration

60 hours of training

Features

• Course Completion Certificate
• Programming Implementation of various data structure in class
• Implementation in C/C++
• Live Coding display using projector

Syllabus

Introduction to data structure, algorithms, time complexity, arrays, array implementation, dynamic arrays and its implementation, Linked List (Singly, doubly, circular, circular-doubly) and their implementations, problems based on linked lists, Stack, Implementation of stack using arrays, implementation of stack using dynamic arrays, implementation of stack using linked list, application of stack, problems on stack,Queue, Implementation of Queue, variations of queue, Problems on Queue, Recursion, Problems on Recursion, Tree, Binary Tree, Tree Traversal algorithms and their implementation, Binary search tree and its implementation, AVL Tree, Problems on Trees, B Tree, Sorting Algorithms and their programming implementations, Searching, Hashing, Graph, Representation of Graph, Traversing in a graph, Minimal Spanning Tree, Dijkstra’s single source shortest path algorithm

Register in the batch now before its too late, as we are limited with the batch size.

Java SE | Core Java

Course Name

Core Java

Prerequisite

C++ knowledge is recommended.

Duration

60 hours of training

Features

• Two Projects
• Course Completion Certificate
• Console and GUI based programming
• Live Coding display using projector
• Object Oriented Programming

Syllabus

Introduction, Installation and Setup, Explore first program, Basics of Java, constants, variables, keywords, data types, conversions, Naming conventions, Classes and Objects, static members, types of variables, Wrapper classes, command line arguments, decision control (if, if else, conditional operator, switch), Loops (while, do-while, for, foreach), break and labels, packages, user input, Access Modifiers, Constructors, Inheritance, Types of Inheritance, Overloading and overriding, final, this , super, constructor in inheritance, constructor chaining, abstract class, abstract method, interface, Object class, String class, Arrays, Exception Handling, Multi-threading, file handling, GUI programming, swing, event handling, project using GUI, JDBC, SQL, Connectivity code, Project with Database

Register in the batch now before its too late, as we are limited with the batch size.

C and C++ Language

Course Name

C and C++ Language

Prerequisite

Course is designed for absolute beginners with no programming background, so relax if you do not know any programming language then this is the course for you.

Duration

60 hours of training for C language and 30 hours of training for C++ language

Features

• You can join for either C only or C and C++
• Course Completion Certificate
• 150+ Programming Questions
• Live Coding display using projector
• Object Oriented Programming

Syllabus

C Language: Introduction, Fundamentals of Computers, History, Installation and Setup, First Program, Constant, Variables, Keywords, Data Types, Operators, Input and output, decision control (if, if else, if elif else, Conditional Operator, Nested if else), loops (while, do-while, for) Transfer control (break, continue), switch case control, goto control, functions, header files and library files, recursion, Arrays, multidimensional arrays, strings, string library, handling multiple strings, pointers concept, pointer’s arithmetic, application of pointers, various types of pointers, Structure, Structure pointer, DMA, SMA vs DMA, Memory Leak

C++ Language: Introduction, History, C vs C++, OOPs introduction, Installation and Setup, cin and cout, iostream, reference variable, call by reference, inline function, default arguments, polymorphism, function overloading, Revision of C’s structure, Structure in C++, Encapsulation, Data Hiding, abstraction, classes and objects, Instance members, Scope resolution operator, static members, function call by passing object, function returning object, constructor, parameterised constructor, default constructor, constructor overloading, Copy constructor, Destructor, deep copy , shallow copy, Operator overloading, friend function, object pointer, this pointer, new and delete, Inheritance, types of inheritance, visibility modes, Diamond problem, Constructor and destructor in inheritance, function overriding, function hiding, function overloading, Base pointer, virtual function, runtime polymorphism, pure virtual function, abstract class, virtual destructor, templates, File Handling

Register in the batch now before its too late, as we are limited with the batch size.