CodeSamur.aiStart

319 cinematic lessons

Master Code.
Master Your Future.

319 cinematic lessons. From bits to neural networks — vertical, bite-sized, designed to be lived with, not skimmed.

Start Learning Browse Curriculum

Lessons: 319
Modules: 17
Format: 9:16

Module10 min · 10 lessons

Binary & Data Representation

How Computers Think cover

Bytes & Data Sizes cover

ASCII Encoding cover

Unicode & UTF-8 cover

Hexadecimal Number System cover

Boolean Logic cover

Digital Circuits & Logic Gates cover

Number Systems Review cover

Signed Numbers & Overflow cover

Floating Point Representation cover

Module12 min · 12 lessons

Programming Foundations

What is Programming? cover

Programming Languages cover

Variables & Data Types cover

Basic Operations cover

Control Flow: If Statements cover

Control Flow: Loops cover

Functions & Procedures cover

Pseudocode cover

Flowcharts & Diagrams cover

Problem Decomposition cover

Pattern Recognition cover

What are Data Structures? cover

Module14 min · 14 lessons

Linear Data Structures

Arrays cover

Array Operations cover

Two-Dimensional Arrays cover

Strings as Arrays cover

Introduction to Lists cover

Linked Lists cover

Linked List Operations cover

Circular Linked Lists cover

Stacks Introduction cover

Stack Operations cover

Real-World Stack Examples cover

Queues cover

Queue Operations cover

Queues in the Real World cover

Module17 min · 17 lessons

Computer Architecture & Operating Systems

What is a Computer? cover

CPU Deep Dive cover

Memory & Storage cover

Von Neumann Architecture cover

Machine Language & Assembly cover

Assembly Language Programming cover

CPU Pipelining cover

Caches & the Memory Hierarchy cover

Virtual Memory & Paging cover

Operating Systems cover

Input / Output & Peripherals cover

Communicating with Peripherals cover

Interrupts & DMA cover

Processes & Threads cover

CPU Scheduling cover

File Systems cover

Storage Systems cover

Module17 min · 17 lessons

Recursion, Paradigms & Algorithm Analysis

Recursion cover

Recursion Examples cover

Base Cases in Recursion cover

Recursion vs Iteration cover

Object-Oriented Programming cover

Functional Programming cover

Mathematical Proofs & Induction cover

What is an Algorithm? cover

Algorithm Efficiency cover

Time Complexity cover

Space Complexity cover

Big O Deep Dive cover

Amortized Analysis cover

Complexity Classes cover

Abstraction cover

Problem Solving Strategies cover

Algorithm Patterns cover

Module13 min · 13 lessons

Math, Memory & Files

GCD & the Euclidean Algorithm cover

Primes & the Sieve cover

Modular Arithmetic cover

Chinese Remainder Theorem cover

Linear Algebra cover

Calculus for Computer Science cover

Heaps & Priority Queues cover

Memory & Pointers cover

Static vs Dynamic Memory cover

Memory Management Basics cover

Garbage Collection cover

Files & I/O cover

Serialization & Data Formats cover

Module11 min · 11 lessons

Trees, Hashing & Graphs

Introduction to Trees cover

Binary Trees cover

Tree Traversal cover

Binary Search Trees cover

BST Operations cover

Hash Tables cover

Hash Functions cover

Collision Handling cover

Bloom Filters cover

Graph Introduction cover

Graph Types cover

Module23 min · 23 lessons

Searching & Sorting

Linear Search cover

Binary Search cover

Modified Binary Search cover

Depth-First Search cover

Breadth-First Search cover

DFS vs BFS cover

Tree BFS — Level Order Traversal cover

Tree DFS cover

A* Search cover

Hash Table Search cover

Search Comparison cover

Bubble Sort cover

Selection Sort cover

Insertion Sort cover

Shell Sort cover

Merge Sort cover

Quick Sort cover

Heap Sort cover

Cyclic Sort cover

Counting Sort cover

Radix Sort cover

Bucket Sort cover

Sorting Algorithm Comparison cover

Module18 min · 18 lessons

Software Engineering & Web

Version Control & Git cover

Software Testing & TDD cover

Debugging & Developer Tooling cover

Technical Writing & Documentation cover

Design Patterns & SOLID cover

Software Architecture & System Design cover

Domain-Driven Design cover

Service Mesh & API Gateways cover

APIs: REST, GraphQL & gRPC cover

Web Development cover

Human-Computer Interaction & UX Design cover

Internationalization, Localization & Accessibility cover

Backend & Web Frameworks cover

Mobile Development cover

Ethics, Society & Professional Responsibility cover

Advanced Operating Systems cover

Concurrency & Parallelism cover

GPU Programming & Parallel Models cover

Module17 min · 17 lessons

Networking, Distributed Systems & Databases

How the Internet Works cover

IP, TCP & UDP cover

DNS, HTTP & the Web cover

Modern Web Transport cover

Routing Protocols cover

Wireless, Mobile & SDN cover

Distributed Systems & the CAP Theorem cover

Consensus & Replication cover

MapReduce & Distributed Data cover

P2P Systems: DHTs & Gossip cover

The Relational Model & SQL cover

Database Indexing & Storage cover

Transactions, ACID & NoSQL cover

Database Internals & Query Optimization cover

Data Warehousing & OLAP cover

Big Data & Data Engineering cover

Specialized Databases cover

Module11 min · 11 lessons

Advanced Data Structures

AVL Trees cover

Red-Black Trees cover

Treap cover

Splay Trees cover

B-Trees cover

Fibonacci Heaps cover

van Emde Boas Trees cover

Persistent Data Structures cover

Skip Lists cover

LRU Cache cover

LFU Cache cover

Module20 min · 20 lessons

Algorithms & Graph Algorithms

Introduction to Algorithms cover

Divide and Conquer cover

Greedy Algorithms cover

Dynamic Programming cover

Memoization cover

Backtracking cover

Minimax & Alpha-Beta Pruning cover

Linear Programming & Duality cover

Graph Representation cover

Topological Sort cover

Dijkstra's Algorithm cover

Bellman-Ford Algorithm cover

Floyd-Warshall Algorithm cover

Minimum Spanning Tree cover

Network Flow cover

Strongly Connected Components cover

Graph Coloring cover

Hamiltonian Paths cover

Eulerian Paths cover

Bipartite Matching cover

Module11 min · 11 lessons

Coding Interview Patterns

Two Pointers cover

Fast & Slow Pointers cover

Sliding Window cover

Monotonic Stack cover

Union Find cover

Merge Intervals cover

Top K Elements cover

K-way Merge cover

Two Heaps Pattern cover

Subsets cover

Bit Manipulation cover

Module21 min · 21 lessons

Information Theory, Cryptography & Security

Statistics & Inference cover

Data Science Workflow & A/B Testing cover

Computational Finance & Geospatial Computing cover

Information Theory & Entropy cover

Huffman Coding & Compression cover

Error-Correcting Codes cover

Cryptography Fundamentals cover

Public-Key Cryptography cover

Elliptic Curve & Post-Quantum Cryptography cover

Hashing, Signatures & TLS cover

Applied Crypto Protocols cover

Cryptanalysis cover

Software & Memory-Safety Exploits cover

Web Security cover

Penetration Testing cover

Authentication & Authorization cover

Network & Systems Security cover

Hardware Security & Side Channels cover

Malware & Reverse Engineering cover

Privacy Technologies cover

Blockchain & Smart Contracts cover

Module18 min · 18 lessons

Graphics, DevOps & Cloud Systems

Computer Graphics & Rendering cover

AR / VR / XR & Spatial Computing cover

Animation & Physics Simulation cover

Digital Signal Processing cover

Game Development & Engines cover

CI/CD & DevOps cover

Observability & SRE cover

Build Systems, Packages & Monorepos cover

Advanced Computer Architecture cover

Hardware Design cover

Virtualization & Containers cover

Cloud Computing cover

Edge Computing & IoT cover

Cloud & Container Security cover

Embedded & Real-Time Systems cover

Advanced Distributed Systems cover

Performance Engineering cover

High-Performance & Scientific Computing cover

Module12 min · 12 lessons

Theory of Computation & Compilers

Advanced Complexity Theory cover

Parameterized Complexity & FPT cover

Finite-State Machines cover

Regular Languages & Regex cover

Context-Free Grammars cover

Turing Machines cover

Computability & the Halting Problem cover

Reductions & Undecidability cover

Lexing & Parsing cover

Semantic Analysis & Type Checking cover

Code Generation & the Runtime cover

Compiler Optimization: LLVM, SSA & JIT cover

Module22 min · 22 lessons

Advanced Algorithms, Math & PL Theory

Approximation Algorithms cover

Randomized Algorithms cover

Online Algorithms & Competitive Analysis cover

Graph Theory cover

Spectral Methods & Spectral Graph Theory cover

Abstract Algebra & Groups cover

Topology & Topological Data Analysis cover

Numerical Methods & Stability cover

Differential Equations<br>& Numerical PDEs cover

Scientific Computing & Simulation cover

Optimization cover

Combinatorial Optimization cover

Game Theory & Mechanism Design cover

Markov Chains cover

Time Series Forecasting cover

Lambda Calculus & Type Theory cover

Category Theory cover

Programming Language Semantics cover

Dependent Types & Proof Assistants cover

Formal Verification cover

Program Synthesis & Metaprogramming cover

Quantum Computing cover

Module32 min · 32 lessons

String Algorithms, Advanced DP & Competitive Techniques

Segment Trees cover

Fenwick Trees cover

Sqrt Decomposition cover

String Matching cover

Z-Algorithm & Manacher cover

Aho-Corasick cover

Trie Data Structure cover

Suffix Arrays cover

Suffix Automaton cover

Longest Common Substring cover

Edit Distance cover

Bioinformatics &<br>Computational Biology cover

String Hashing cover

Coin Change cover

The Knapsack Problem cover

Longest Increasing Subsequence cover

Matrix Chain Multiplication cover

Palindrome Partitioning cover

Bitmask DP cover

Computational Geometry cover

Advanced Computational Geometry cover

Reservoir Sampling cover

Probability & Expected Value cover

Combinatorics & Counting cover

Lowest Common Ancestor cover

Articulation Points & Bridges cover

2-SAT cover

Heavy-Light Decomposition cover

Matrix Exponentiation cover

Tree DP cover

Digit DP cover

FFT & NTT cover

Module20 min · 20 lessons

AI, Machine Learning & Course Review

Machine Learning Foundations cover

Neural Networks & Deep Learning cover

Unsupervised Learning cover

AI: Knowledge & Reasoning cover

Knowledge Graphs & the Semantic Web cover

Reinforcement Learning cover

Deep Reinforcement Learning cover

Robotics: Motion Planning & SLAM cover

NLP & Computer Vision cover

Advanced Computer Vision cover

Speech Recognition & Synthesis cover

Classical ML Models cover

Probabilistic Graphical Models cover

Generative Models cover

Transformers & LLMs cover

Graph Neural Networks cover

Recommender Systems cover

AI Fairness, Bias & Safety cover

Course Review cover

Next Steps cover

Questions or feedback?