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Understanding Bloom Filters || How to Save Space at the Cost of Certainty! 

Sourish Kundu
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Welcome to our in-depth exploration of Bloom Filters! In this video, we demystify this advanced data structure, making it accessible and understandable for beginners. We'll be inserting our favorite fruits into the bloom filter and learning what the catch is when we go to retrieve them!
🔍 What You'll Learn:
- Conceptual Overview: Get a clear understanding of what Bloom Filters are and their unique role in data storage and retrieval.
- Technical Insights: Dive into the inner workings of Bloom Filters, including hashing, bit arrays, and probability of false positives.
- Practical Applications: Discover how Bloom Filters are used in real-world scenarios, such as network systems, database management, and caching mechanisms.
- Coding Demonstration: Follow along with a step-by-step coding tutorial illustrating how to implement a Bloom Filter in Python.
👩‍💻 Who Should Watch:
This video is perfect for computer science students, software engineers, and anyone curious about data structures and algorithms.
📘 Chapters:
0:00 - Introduction
0:48 - Industry Applications
2:41 - Technical Explanation
4:10 - Simple Example
7:07 - Project Setup
10:32 - Coding Tutorial
12:55 - Performance Analysis
14:07 - Conclusion
🔗 Resources:
GitHub Repo: github.com/Sourish07/Bloom-Fi...
All content on this channel is produced by and is the intellectual property of Sourish Kundu LLC.

Опубликовано:

 

19 июн 2024

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Комментарии : 10   
@Chak29
@Chak29 6 месяцев назад
Nice video as always Sourish! You always choose such interesting topics- love it!
@sourishk07
@sourishk07 6 месяцев назад
Glad you like them!
@yeoplee4610
@yeoplee4610 6 месяцев назад
Awesome video! Really enjoyed it :) Keep the videos coming haha
@sourishk07
@sourishk07 6 месяцев назад
Thank you so much! Next one in the works
@archansen8084
@archansen8084 6 месяцев назад
Super informative video!
@sourishk07
@sourishk07 6 месяцев назад
Glad it was helpful!
@sohamkundu9685
@sohamkundu9685 6 месяцев назад
Great video!
@sourishk07
@sourishk07 6 месяцев назад
Thanks for the visit
@dennisestenson7820
@dennisestenson7820 5 месяцев назад
Wouldn't it be better if each hash function had its own bit array instead of storing them all in the same one?
@sourishk07
@sourishk07 5 месяцев назад
Yes I believe so. But the only issue is then you’re introducing more space usage due to the multiple bit arrays.
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