Traditional Pipelines What happens if you implement a pipeline traditionally. It takes up a lot of time and memory, before we can make observations. It is inefficient and has many limitations mentioned below. Limitations Performance: Traditional pi...
In the quest to build highly accurate neural networks, one of the most crucial steps is hyperparameter tuning. This involves fine-tuning various parameters that significantly impact the performance of your model. Let's dive into the key hyperparamete...
Deep learning, leveraging multi-layered neural networks, has gained popularity due to enhanced computational power and large datasets. It excels in image and speech recognition, NLP, autonomous driving, and healthcare diagnostics, transforming indust...
In the realm of distributed systems, one of the foundational principles that every system designer must grasp is the CAP Theorem. This theorem, introduced by Eric Brewer in 2000, provides a framework for understanding the trade-offs involved in desig...
Performance I am sure you inspect (Ctrl + Shift + i) your website for styling and debugging but what about its performance? Ever visited the "network" section of the Dev Tools? If you haven't, let me explain to you why it is essential. Let's create a...
Recap In the previous blog, we made our own proxy server to handle APIs. It is important to note that the proxy servers are NOT our main servers, and therefore we do not use proxy servers to handle database requests directly. They are used mainly for...
API Leakage Everybody uses APIs in their applications but did you know that your API request might contain sensitive information which you might not wanna share with others, such as API keys/tokens. API keys/tokens are a way in which you can authoriz...
You must have wondered how senior developers write their code. If you have, let me tell you about a key difference in which experienced developer make their code efficient and enterprise level. Robustness Have you heard of the concept of "SQL Injecti...