Python Algorithms 2026 Masterclass: From Basics to Advanced
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English (US) | Duration: 5 h | Size: 4.10 GB
Unlock the secrets of efficient coding with the
Python Algorithms 2026 Masterclass
- the ultimate guide to mastering algorithms and data structures in Python. In 40 carefully designed lectures, you'll go from complete beginner to algorithm expert, learning everything from Big O Notation to advanced Dynamic Programming and Graph Algorithms.
This course is built for hands‑on learning. Each lecture is delivered in Jupyter Notebook with a structured 5‑cell format: concept introduction, live coding, in‑depth explanation, a challenging exercise, and a detailed solution. You won't just watch - you'll code alongside me and build real problem‑solving skills that stick.
We start with the absolute fundamentals: Recursion, Big O Notation, and the classic sorting algorithms (Bubble, Merge, Quick, Heap, and more). Then we dive into essential data structures like Linked Lists, Stacks, Queues, Hash Tables, Trees, and Heaps - understanding not just how to use them, but how they work under the hood.
Next, we explore graphs and their algorithms: BFS, DFS, Topological Sort, Dijkstra's Shortest Path, Bellman‑Ford, Floyd‑Warshall, and Minimum Spanning Trees (Prim and Kruskal). You'll learn to solve real‑world problems like pathfinding and network optimization.
Finally, we tackle the most challenging topics: Backtracking (N‑Queens, Sudoku) and Dynamic Programming (Fibonacci, Knapsack, LCS, Edit Distance, Coin Change). You'll develop the intuition to recognize when and how to apply these powerful techniques.
By the end of this course, you'll have a deep understanding of algorithms, ace coding interviews, and write efficient, optimized Python code. Whether you're a student, a self‑taught developer, or a professional preparing for interviews, this course gives you the skills and confidence you need.
No prior algorithm experience is required
- just basic Python knowledge and a passion for learning. Join thousands of students and become an algorithmic problem‑solving master today!
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