Data Structures & Algorithms | A comprehensive Roadmap for Data Professionals
Expert Lion in Data Structures and Algorithms - By Himanshu Ramchandani

Data Structures & Algorithms | A comprehensive Roadmap for Data Professionals

Himanshu Ramchandani Himanshu Ramchandani

Himanshu Ramchandani

I help businesses with AI Engineering & Consulting.

发布日期: 2023年3月26日
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I divided this roadmap into 2 phases, one is Data Structures and the other is Algorithms.

If you understand how data structures work and how to build an algorithm you will more likely understand how Machine Learning and Deep Learning algorithms work.


0 | Data Structures & Algorithms Starting Point

What are the Variables and Data Types?

What are Data Structures?

Algorithms and Analysis of Algorithm

Time Complexity

Space Complexity

Types of?Analysis

Worst, Best, Average

Asymptotic Notations

Big-O, Omega,?Theta


Data Structures - ?? Phase 1

1 | Stack

2 | Queue

3 | Linked List

4 | Tree

5 | Graph


Algorithms - ?? Phase 2

6 | List and Array

7 | Swapping and Sorting

8 | Searching

9 | Recursion

10 | Hashing

11 | Strings



12 | Dynamic Programming



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