Introduction to Deep Learning - Deep Sequence Model
Given an image of a ball, how do we predict where it will go next? The traditional models we’ve seen previously in the previous part don’t have any notion of sequence....
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Introduction to Deep Learning - Deep Neural Network
The progress of the deep learning field over the last couple of years is astounding. From creating vague images in 2015 to generating realistic videos with just a few ...
Problem Sets on Sliding Window
This post contains a couple of well-defined problems solved via sliding window approach. Sliding window approach 01 Minimum Swaps to Group All 1’s Together (3675):...
Problem Sets on Game Theory
This post contains a couple of well-defined problems on game theory. Game theory 01 Coins in a Line (394): Show solution public: /** * @param n: An...
DDIA - Chap05 - Replication
In this blog post, we would try to get an overview of how replication works in replicated systems, and different scenarios that we would need to consider while picking...
DDIA - Chap04 - Enconding and Evolution
All applications change, as do their requirements. With such changes, it’s highly likely that the underlying data models also change. In this blog post, we will mainly...
DDIA - Chap03 - Storage and Retrieval
Storage and retrieval are also one of the major aspects after selecting the data model. Even though most of the developers are not going to make any changes to the sto...
DDIA - Chap02 - Data Models
The most important aspect of developing web-application is to determine the data model for it. A complext application might have multiple layers, however, ultimately i...
DDIA - Chap01 - Reliable, Scalable and Maintainable Applications
A majority portion of web applications are largely data-intensive, and not compute-intensive. The speed of fetching the overall data to process the requests is general...
BFS Problem Sets Part II
This wiki contains a couple of well-defined problems solved via Breadth First Search (BFS) traversal. Pacific Atlantic Water Flow (778): Show solution #include...