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Data Structures & Algorithms
Beginner
Master Data Structures and Algorithms from the fundamentals to advanced topics. This comprehensive path covers everything from arrays and strings to dynamic programming, graphs, and advanced data structures with 28 chapters and 270+ modules.
Arrays & Strings
Linked Lists
Trees & Graphs
Sorting & Searching
+4 more
150h
0
0
0
1147
1147 lessons • 150 hours
System Design (HLD)
Intermediate
Master High-Level System Design from fundamentals to designing real-world systems like YouTube, WhatsApp, and Uber. This comprehensive path covers distributed systems, databases, caching, scalability, reliability, and interview preparation with 44 chapters and 270+ modules.
Distributed Systems
Scalability
Database Design
Caching
+4 more
200h
0
0
0
1338
1338 lessons • 200 hours
System Design (LLD)
Intermediate
Master Low-Level System Design from OOP fundamentals to designing real-world systems like Parking Lots, Chess Games, and Ride-Sharing Services. This comprehensive path covers SOLID principles, design patterns, DDD, architecture, and interview preparation with 36 chapters and 240+ modules.
Object-Oriented Programming
SOLID Principles
Design Patterns
Domain-Driven Design
+4 more
180h
0
0
0
1003
1003 lessons • 180 hours
Database Management Systems
Intermediate
Master Database Management Systems from foundational concepts to advanced topics like distributed databases, NoSQL, and data warehousing. This comprehensive path covers relational model, SQL, normalization, transactions, recovery, indexing, and query processing with 48 chapters and 1260+ pages.
Relational Model
SQL Mastery
ER Modeling
Normalization
+4 more
210h
0
0
0
1260
1260 lessons • 210 hours
Computer Networks
Intermediate
Master Computer Networks from fundamentals to advanced protocols. This comprehensive path covers the OSI model, TCP/IP, routing, switching, network security, and modern networking with 46 chapters and 1200+ pages.
OSI & TCP/IP Models
Ethernet & Switching
IP Addressing & Subnetting
Routing Protocols
+4 more
200h
0
0
0
1200
1200 lessons • 200 hours
Operating Systems
Intermediate
Master Operating Systems from fundamentals to advanced concepts. This comprehensive path covers processes, threads, memory management, file systems, I/O, virtualization, and distributed systems with 47 chapters and 1201+ pages.
Process Management
Thread Synchronization
Memory Management
Virtual Memory
+4 more
200h
0
0
0
1201
1201 lessons • 200 hours
Machine Learning
Advanced
Master Machine Learning from mathematical foundations to cutting-edge deep learning. This comprehensive path covers linear algebra, probability, classical ML algorithms, neural networks, and modern techniques with 61 chapters and 1389+ pages.
Linear Algebra & Calculus
Probability & Statistics
Supervised Learning
Unsupervised Learning
+4 more
232h
0
0
0
1389
1389 lessons • 232 hours
Data Structures & Algorithms Patterns
Intermediate
Master Data Structures and Algorithms through 15 chapters of coding patterns. From Two Pointers to Dynamic Programming, this path covers 320 carefully curated problems organized by technique for optimal learning progression.
Two Pointers & Sliding Window
Binary Search Techniques
Stack & Queue Patterns
Tree & Graph Algorithms
+4 more
160h
320
0
0
0
320 lessons • 160 hours
Machine Learning Patterns
Advanced
Master Machine Learning from fundamentals to advanced techniques through 19 comprehensive chapters. This path covers 316 carefully curated problems spanning linear algebra, probability, classical ML, deep learning, reinforcement learning, and more.
Linear Algebra & Calculus
Probability & Statistics
Classical ML Algorithms
Neural Networks
+4 more
132h
316
0
0
0
316 lessons • 132 hours