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Advanced DSA for Interview-level Problem Solving [Java]
Published 2/2026
Created by Subhesh Kumar
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All Levels | Genre: eLearning | Language: English | Duration: 217 Lectures ( 99h 59m ) | Size: 123 GB

What you'll learn
✓ Solve advanced FAANG/MAANG-style coding interview problems using repeatable patterns (instead of random tricks).
✓ Choose the right data structure + algorithm for a problem by identifying constraints, edge cases, and optimal approach quickly.
✓ Master advanced DSA patterns like sliding window, two pointers, prefix sums, monotonic stack/queue, binary search on answer, greedy, backtracking etc
✓ Become confident in Trees and Graphs: DFS/BFS, traversals, shortest paths, topological sort, union-find, and common interview graph models.
✓ Crack Dynamic Programming the right way: recognizing DP problems, defining states, transitions, base cases, and converting recursion → memoization → tabulation.
✓ Analyze and optimize time/space complexity and upgrade from brute force to efficient solutions (Big‑O mastery in real problems).
✓ Write clean, interview-ready code with correct handling of corner cases, constraints, and testing mindset.
✓ Explain your solution like an interviewer expects: approach, complexity, tradeoffs, and reasoning-so you perform well even under pressure.
✓ Build an "interview toolkit" of templates and mental models you can reuse across dozens of problem types.

Requirements
● You should already know the basics of DSA (arrays, strings, recursion basics, linked list, stack/queue, hashing, basic sorting/searching, basic trees). Recommended: Complete my DSA Basics course (or equivalent knowledge).
● Comfortable in at least one programming language (Java / C++ / Python / JavaScript - any one is enough).
● Basic understanding of Big‑O notation (time and space complexity).

Description
If you already know the basics of Data Structures & Algorithms but still get stuck on LeetCode Medium/Hard, Dynamic Programming, or Graphs, this course is your step-by-step bridge to interview-level problem solving.

This is an Advanced DSA course focused on FAANG/MAANG-style coding interviews. Instead of memorizing random solutions, you'll learn the patterns, templates, and thinking process used to solve a wide range of problems under pressure.

What you'll master in this course

• Advanced problem-solving patterns (sliding window, two pointers, prefix sums, monotonic stack/queue, binary search on answer, greedy, backtracking, divide & conquer)

• Trees (core traversals + tricky variations, recursion strategies, common interview tree models)

• Graphs (DFS/BFS, shortest paths, topological sorting, union-find, graph modeling patterns)

• Dynamic Programming (DP) from scratch the right way: state, transition, base cases, optimization, recursion → memoization → tabulation

• How to analyze constraints, avoid wrong approaches, and optimize from brute force to efficient solutions

• Writing clean interview-ready code + handling edge cases confidently

• Explaining solutions clearly: approach, complexity, tradeoffs, and reasoning (the part most candidates miss)

How this course is different

• Pattern-first learning: you'll learn reusable templates, not one-off tricks

• Interview thinking process: how to spot the right approach quickly

• Problem variations: learn how one pattern extends to multiple question types

• Structured roadmap: no random problem lists - everything is organized by concept → pattern → problems

Prerequisites (important)

This is an advanced continuation course. You should already know DSA fundamentals like

• Arrays/strings, hashing, stacks/queues, linked lists (basics)

• Recursion basics

• Basic sorting/searching

• Big-O basics

Recommended: complete my DSA Basics course (or have equivalent knowledge). This course is not for absolute beginners.

Who this course is for
■ Intermediate programmers who know DSA basics but struggle with medium/hard interview problems.
■ Learners preparing for FAANG/MAANG and top product-based company interviews who want a structured, pattern-based approach.
■ CS students targeting internships/placements and want to upgrade problem-solving beyond beginner level.
■ Working software engineers planning a switch and needing advanced DSA + interview problem-solving practice.
■ Anyone who can solve easy questions but wants to think faster, optimize solutions, and communicate clearly in interviews.

Homepage

Код:
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