Is it possible to find an internship in China? My Journey About Internship
A journey to find an internship without industry experience
AI Engineering
Fostering AI Systems for Production
Latest articles
Types of Approximation Algorithms
The field of approximation algorithms is rich and diverse, designed to tackle optimization problems that are difficult or impossible to solve exactly in a reasonable amount of time—especially NP-hard problems. Approximation algorithms aim to find sol...
Key differences between 0-1 Knapsack Problem and Extended Greedy Knapsack (ExtGreedyKS) Algorithm
We are highlighting the differences between the 0-1 Knapsack Problem and the Extended Greedy Knapsack (ExtGreedyKS) Algorithm: Aspect0-1 Knapsack ProblemExtGreedyKS Algorithm DefinitionAn optimization problem where you select a subset of item...
Key differences between P, NP, NP-complete, and NP-hard
CategoryPNPNP-completeNP-hard DefinitionProblems that can be solved in polynomial time by a deterministic algorithm.Problems whose solutions can be verified in polynomial time by a deterministic algorithm.Problems that are both in NP and as hard a...
Key differences between the Knapsack Problem and the Bin Packing Problem
FeatureKnapsack ProblemBin Packing Problem ObjectiveMaximize the total value of items packed into a single knapsack.Minimize the number of bins needed to pack all items. Number of ContainersOnly one knapsack (container) is available.Multiple b...
Comparison between Model-Based Q-Learning Vs. Model-Free Q-Learning
A comparison table between Model-Based Q-Learning and Model-Free Q-Learning: AspectModel-Based Q-LearningModel-Free Q-Learning DefinitionUses a model of the environment (transition and reward functions) to make decisions.Learns directly from i...
🚀 Exploring the Differential Transformer: A New Milestone in AI Architecture
The evolution of transformer models continues with the introduction of the Differential Transformer, designed to optimize long-context learning and minimize noise in multi-head attention mechanisms. Key Innovations: Multi-Head Differential Attention...
What is UTXO in Blockchain?
In the blockchain world, specifically in cryptocurrencies like Bitcoin, UTXO stands for Unspent Transaction Output. Here's a simplified explanation: Imagine you have a piggy bank full of coins (these represent the UTXOs). Each coin has a value, like ...
How to get exact Object typeof in JavaScript/JS
You will get an idea also JavaScript advance usecase in this Article