Computer algorithm course
Gain mastery over essential computer algorithms tailored for product search and ranking in real-world scenarios. Explore indexing techniques, sorting algorithms, hashing methods, Big-O analysis, caching strategies, and system scaling to build rapid, dependable systems powering contemporary technology and performance-critical applications. Delve into practical implementations that enhance your ability to solve complex computational challenges effectively.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course equips you with hands-on skills to create and refine efficient search and sorting systems for products. You'll craft precise pseudocode, construct hash tables, tries, and n-gram indexes, and evaluate various sorting methods. Gain expertise in Big-O notation, concurrent processing techniques, caching methods, scaling approaches, and memory-saving data structures to confidently deploy robust, high-speed features in practical settings.
Elevify advantages
Develop skills
- Design efficient product indexes by rapidly constructing hash tables, tries, and n-gram structures.
- Implement scalable high-performance search for exact ID matches and partial name queries.
- Optimize sorting processes by selecting and fine-tuning quicksort, mergesort, and heapsort algorithms.
- Benchmark and profile algorithms to measure time complexity, latency, and throughput practically.
- Scale algorithmic solutions using caching, sharding, and replication with informed trade-offs.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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