TGViewer
Data Science Portfolio - Kaggle Datasets & AI Projects | Artificial Intelligence Data Science Portfolio - Kaggle Datasets & AI Projects | Artificial Intelligence @dataportfolio · 38K subscribers
Post #833 1.31K
Beginner’s Roadmap to Learn Data Structures & Algorithms

1. Foundations: Start with the basics of programming and mathematical concepts to build a strong foundation.

2. Data Structure: Dive into essential data structures like arrays, linked lists, stacks, and queues to organise and store data efficiently.

3. Searching & Sorting: Learn various search and sort techniques to optimise data retrieval and organisation.

4. Trees & Graphs: Understand the concepts of binary trees and graph representation to tackle complex hierarchical data.

5. Recursion: Grasp the principles of recursion and how to implement recursive algorithms for problem-solving.

6. Advanced Data Structures: Explore advanced structures like hashing, heaps, and hash maps to enhance data manipulation.

7. Algorithms: Master algorithms such as greedy, divide and conquer, and dynamic programming to solve intricate problems.

8. Advanced Topics: Delve into backtracking, string algorithms, and bit manipulation for a deeper understanding.

9. Problem Solving: Practice on coding platforms like LeetCode to sharpen your skills and solve real-world algorithmic challenges.

10. Projects & Portfolio: Build real-world projects and showcase your skills on GitHub to create an impressive portfolio.

Best DSA RESOURCES: https://topmate.io/coding/886874

All the best 👍👍
  • ❤ 3
More from @dataportfolio
  1. Oct 9, 2026How to Build an Impressive Data Analysis Portfolio As a data analyst, your portfolio is yo…
  2. Sep 20, 2026🌐 Data Science Tools & Their Use Cases 📊🔍 🔹 Python ➜ Core language for scripting, anal…
  3. Sep 19, 2026🤖 GigaChat 3.5 Reasoning 🎯 Thinks before answering: breaks problems into stages, builds…
  4. Sep 14, 2026✅ Data Science Interview Questions with Answers Part-4 • 31. Why is Python popular in data…
  5. Sep 14, 2026✅ Data Science Interview Questions with Answers Part-3 21. How do you handle missing value…
  6. Sep 14, 2026✅ Data Science Interview Questions with Answers Part-2 11. What is the difference between…
Threads Profile ViewerView any public Threads profile without an account.Open ThreadLook →Writing with AI? Make it sound human.Metric37 rewrites AI drafts so they read naturally. Free AI detector, 1,500 words free.Try Metric37 →