Learnbay Provides best Data structures And Algorithms training in Bangalore.
Our Data Structures and Algorithms training program provides you deep understanding of Data structures and algorithms concepts from ground up.We provide best Data Structure Algorithm training in Bangalore with interview preparation for e-commerce companies and top product based MNC.So,If you are looking for best data structures and Algorithms training in Bangalore with interview preparation for e-commerce companies and top product based MNC like Amazon,Cisco,Microsoft,Nvidia,Netapp etc,this course is suitable for you.
Our course content is designed by experts to match with the real world requirements for both beginner and advance level.100+ problems are implemented and discussed in the class with tons of assignments for practice.
Should have basic knowledge of C/C++ or Java Programming.
Who Should Attend:
B.Tech/MCA Students loking for data structures coaching
Job seekers who are preparing for interview in Product MNC/ecommerce companies
Anyone who has deep desire to learn Data Structures And Algorithms.
Data Structure/Algorithms Course Duration: 55 ~ 60 Hrs
Online and Classroom session with 30% theory and 70% hands on,Practice ,Assignment.
We provide classroom and instructor led live online data structures and algorithms training.
What will you Learn:
This course will benefit you to perform your programming jobs better and also help you to get to better positions, with confidence, in case you are looking out for jobs.This course will help you to to handle Algorithm based interview with more confidence.
Download Course Brochure And Syllabus
Our Data Structures And Algorithms Trainers are Working in Top product based MNCs like Google ,Amazon and premier institute like IIIT hyderabad,IIT and NIT and expert in problem solving and competitive programming.
Note: Each Chapter has 6+ problems as class hands-on and 10+ Problems as assignment every Week With medium And hard difficulty level from competitive programming portals like hackerrank,leetcode,SPOJ etc.
PART A- Basic And Advance Data Structures
|What is Data Structure?
Basic Concept in Data Structures.
Stack using Array
Stack using list
Stack using Queue
Queue using Array
Queue using Stacks
Queue using list
|3: Linked list
Linked list using singly
Linked list using doubly
Linked list using Circular
|4: Trees (BST, AVL, 2-4 , Red Black)
Trees – BST
Trees – AVL
Trees – 2-4
Trees – Red Black
|5: Hash Table
Open Addressing – Basics
Open Addressing – Linear Probing
Open Addressing – Quadratic Probing
| 6: Graphs
Graph and its representations
PART B . – Algorithms
|1: Searching and Sorting.
Binary Search,Selection Sort,Bubble Sort
Insertion Sort,Merge Sort,Heap Sort
Quick Sort ,Radix Sort
Big O Notation
Typical Runtime Functions
Comparing Run time Functions
Divide and Conquer:
Median of two sorted arrays
Closest Pair of Points
|2: Greedy Algorithms:
Greedy Algorithm to find Minimum number of Coins
K Centers Problem
Dijkstra’s Shortest Path Algorithm3: Dynamic Programming
Longest Increasing Subsequence
Longest Common Subsequence
Min Cost Path
Weighted Job Scheduling
|4: Backtracking Algorithms
The Eight Queens Problem
The Knights Tour
Rat in a Maze Recursion
Tower Of Hanoi
|5: Trees And Balanced Trees
Binary Tree Properties
Traversals – Preorder
Traversals – Postorder
Traversals – InorderBalanced Trees
What is Balanced Trees?
B-Trees – B-Tree Basics
B-Trees – Adding Items
B-Trees – Removing Items
Breadth First Traversal for a Graph
Depth First Traversal for a Graph
Application of Depth First Search
Application of Breadth First Traversal
Detect Cycle in a Directed Graph
Detect Cycle in a an Undirected Graph
Detect cycle in an undirected graph
Longest Path in a Directed Acyclic Graph
Check whether a given graph is Bipartite or not
Snake and Ladder Problem
|**** Interview Guidance/ Mock Interview Session ****
How To Crack Coding interview – Tier 1 Companies likeAmazon
,Microsoft, Flipkart And Google – Session by Expert
from Top Companies
Mock Interviews (One on one ) With Expert
How to Approach System Design And Design
** Optional Add-ons Module **
PART C . – Design Patterns (Recommended for Candidates With 1.5 yrs to 4 yrs of experience)
Design patterns are essential part of any programming and coding interview, no matter whether you are going for Java interview or C++/.net interview.Candidates having IT experience of 1.5 Yrs to 4 Yrs and targeting for tier 1 Product based company need sound knowledge of design patterns apart from Data structures and algorithms skills to do well in their interviews.
Course Duration : 25 hours
Fee For Design Pattern Module: Rs. 15000/- + Taxes
|1: Introduction to Design Patterns
Goals of OO Language,Revision of OOPs Concept :- Inheritance, Polymorphism, Interfaces, Different Member Field Attributes
Reviewing Object-Oriented Principles
Interpret Unified Modeling Language (UML) notation and create UML diagrams , Identify selected design patterns ,Review the Model-View-Controller (MVC) patterns
|2: Creational Design Patterns
Introduction to creational design patterns : Abstract Factory, Builder, Factory, Prototype, Singleton – Applications And Case studies on each patterns With implementation in java/C++
|3: Structural Design Patterns
Introduction to Structural Design Patters:
Structural Design Patterns:
Adapter, Bridge, Composite, Decorator, Facade, Flyweight, MVC, Front Controller, Module, ProxyApplications And Case studies on each patterns With implementation in Java/C++
|4: Behavioral Design Pattern
Introduction to creational design patterns : Abstract Factory, Builder, Factory, Prototype, Singleton – Applications And Case studies on each patterns With implementation
|5: Introduction to Design Patterns
Impact of the design on performance of multi-threaded applications ,Active Object design ,Monitor Object design ,Half-Sync/Half-Async ,Leader/Followers,Thread-Specific Storage
|6: Project And Interview
Project And Case Study on a Real Time Application Which involves design patterns covered in previous modules .Interview Guidance And mock interview on how to crack a design interview
PART D . – System Design (Recommended for Candidates With more than 4.5 yrs of experience)
Candidates Applying for senior role (SDE II and Above) needs to know the large distributed and scalable software system designs.System design questions have become a standard part of interview at amazon ,microsoft ,google and top tier e commerce companies like flipkart for a senior roles.
Course Duration : 25 hours
Fee For System Design Module: Rs. 15000/- + Taxes
|1: Introduction to System Design
Introduction to System Design – Why System Design Interview? Approaching And narrowing down a problem,Identifying an Abstract Design , Optimising And addressing the bottlenecks.
|2: System Design Basics I
Load Balancing – Software And Hardware Load Balancers, Caching – Distributed And Global Cache,Content Distribution network(CDN),Sharding And Partitioning Methods,Common Problems of Sharding
|3: System Design Basics II
Database Indexing,Proxies – Proxy Server ,Queues,SQL vs No SQL ,CAP Theorem in distributed Computer Systems,Distributed Hash Table And Consistent Hashing,Web sockets,Ajax Polling
|4: System Design Case Studies I
Designing an Instant messaging Services- Design Facebook Messenger – Case study to be covered in ClassroomDesign Twitter and Twitter Search – Consider the case for million + UserAssignment : Design Whatsapp Messaging Services
|5:System Design Case Studies II
Design Book My Show Design Uber Backend
|6: Interview Guidance
.Interview Guidance And mock interview on how to crack a design interview