अभ्यास

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Target: July 2027
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Roadmap

Phase 1 of 10
WEEK 01 arrow_forward
Java refresh, OOPs begins, CS50P Weeks 0–5
16 Tasks 0%
WEEK 02 arrow_forward
DSA concept basics, CS50P finishes + Corey Schafer OOP, OOPs core principles
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WEEK 03 arrow_forward
Recursion + Sorting, first from-scratch Python projects, OOPs finishes, Linear Algebra begins
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WEEK 04 arrow_forward
Arrays (Java), Linear Algebra continues, DBMS begins
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WEEK 05 arrow_forward
Arrays FAQs (Medium), Calculus + Statistics/Probability, DBMS continues
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WEEK 06 arrow_forward
SQL foundations, Arrays FAQs finish, The Data Toolkit
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WEEK 07 arrow_forward
Hashing, SQL aggregation/functions, ML begins: Feature Engineering
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WEEK 08 arrow_forward
Binary Search begins, SQL Joins, Linear Regression + Gradient Descent + Regularization
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WEEK 09 arrow_forward
Binary Search "On Answers", SQL Subqueries, Logistic Regression
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WEEK 10 arrow_forward
Binary Search 2D, SQL CTEs/Dates, Decision Trees
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WEEK 11 arrow_forward
Recursion (Implementation), OS begins, Ensembles: Bagging & Random Forest
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WEEK 12 arrow_forward
Recursion (Hard), OS scheduling, Ensembles: Boosting & XGBoost
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WEEK 13 arrow_forward
Linked List begins, OS threads/sync, KNN, Naive Bayes, SVM — Kaggle begins
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WEEK 14 arrow_forward
Linked List (Logic + FAQs), OS deadlock, Unsupervised Learning — Kaggle in progress
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WEEK 15 arrow_forward
Linked List finishes + Bit Manipulation, OS finishes, Evaluation, CV, Hyperparameter Tuning — Kaggle wraps up
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WEEK 16 arrow_forward
Greedy, CN begins, What a neural network actually is
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WEEK 17 arrow_forward
Sliding Window/2 Pointer, CN continues, Karpathy's micrograd — build your own autograd engine
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WEEK 18 arrow_forward
Stack/Queue (Implementation + Monotonic), CN continues, Deep Neural Networks & Regularization
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WEEK 19 arrow_forward
Stack/Queue FAQs, CN continues, Convolutional Neural Networks
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WEEK 20 arrow_forward
Binary Trees begin, CN finishes, ResNet — your first paper
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WEEK 21 arrow_forward
Binary Trees finish, LLD begins (Intro + SOLID + UML), 3Blue1Brown's GPT chapters + Karpathy's makemore series
16 Tasks 0%
WEEK 22 arrow_forward
Binary Search Trees, LLD Creational Patterns, Karpathy: "Let's build GPT" + the GPT Tokenizer
16 Tasks 0%
WEEK 23 arrow_forward
Heaps, LLD Structural Patterns, Reproducing GPT-2 + reading "Attention Is All You Need"
16 Tasks 0%
WEEK 24 arrow_forward
Graphs begin (Traversal), LLD Behavioural Patterns, RAG pipeline + Agents — capstone begins
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WEEK 25 arrow_forward
Graphs continue (Cycles), LLD Multithreading/DI, Capstone with evaluation — Phase checkpoint
16 Tasks 0%
WEEK 26 arrow_forward
Graphs (Hard Problems + Shortest Paths), LLD Interview Problems begin, Capstone gets a front end & API
16 Tasks 0%
WEEK 27 arrow_forward
Graphs finish (MST + Hard Problems II), DP begins, LLD Interview Problems continue, Capstone polish
16 Tasks 0%
WEEK 28 arrow_forward
DP (2D, Grids, Stocks), LLD Interview Problems finish, HLD begins, Project Defenses
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WEEK 29 arrow_forward
DP (Subsequences + LIS begins), HLD continues, System Design Deep Dive
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WEEK 30 arrow_forward
DP finishes (LIS), full revision, HLD wraps up, final mock interviews — placement-ready checkpoint
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WEEK 31 arrow_forward
Tries + Maths (DSA), LLD Part 3 begins (Core CS), NLP specialization begins (AI/ML), Spring Core + first REST API (Java Backend)
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WEEK 32 arrow_forward
Advanced String Algorithms (DSA), LLD finishes + SQL Access Control & Window Functions begin (Core CS), LoRA fine-tuning (AI/ML), REST API depth (Java Backend)
16 Tasks 0%
WEEK 33 arrow_forward
DP on Strings + MCM DP (DSA), SQL: JSON/DB Design/Performance (Core CS), advanced RAG (AI/ML), Data Persistence (Java Backend)
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WEEK 34 arrow_forward
Graph Additional Algorithms (DSA), SQL finishes + HLD begins (Core CS), Hugging Face Agents Course (AI/ML), Spring Security (Java Backend)
16 Tasks 0%
WEEK 35 arrow_forward
HLD Practice Problems continue (Core CS), specialization checkpoint (AI/ML), Testing (Java Backend)
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WEEK 36 arrow_forward
Java Streams API, HLD finishes, Kaggle competition 2 begins, Caching & Async
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WEEK 37 arrow_forward
Modern Java Language Features, DDIA begins, Kaggle wraps up, Logging & Observability
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WEEK 38 arrow_forward
Java Concurrency Fundamentals, DDIA continues, MLOps begins, Microservices Fundamentals
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WEEK 39 arrow_forward
Advanced Concurrency, DDIA Consistency chapter, MLOps: serving & cost, API Gateway + Resilience
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WEEK 40 arrow_forward
JVM Internals, DDIA Part 3 begins, MLOps wrap-up, Messaging with Kafka
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WEEK 41 arrow_forward
Choosing the stack, URL Shortener Design, Spring AI setup
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WEEK 42 arrow_forward
Retrieval-Augmented Generation in Spring AI, URL Shortener Scaling
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WEEK 43 arrow_forward
Tool-Calling & MCP in Spring AI, Design a Rate Limiter
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WEEK 44 arrow_forward
Bringing It All Together, Documenting Your Own System Design
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WEEK 45 arrow_forward
Evaluate, Polish, Ship
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WEEK 46 arrow_forward
Full-Stack Self-Test & the Interview Question Bank
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WEEK 47 arrow_forward
Mock Interview Round 1
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WEEK 48 arrow_forward
Close the Gaps, Second Full Self-Test
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WEEK 49 arrow_forward
Mock Interview Round 2
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WEEK 50 arrow_forward
Final Polish & the Real Placement-Ready Checkpoint
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“कर्मण्येवाधिकारस्ते मा फलेषु कदाचन।”

— Shri Krishna