lamya A. - AI decoder

Cost Function and Performance Metrics in Deep Learning

Beginners can confuse cost functions with Performance metrics. Some techniques are used When creating a deep learning model to help design the optimum neural networks architecture such as cost functions and performance/evaluation metrics. Many mistake those terms and use them interchangeably! In this article, we will explain the difference between cost functions and Performance metrics, …

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An Overview Of Machine Learning Definition and Types

Uncategorized / By lamya A.

The term AI and Machine learning get more popular recently because of the huge amount of daily data produced on the internet, besides the high computational power of computer systems. Every time you interacts with a platform such as social networks or e-commerce website, your data are stored on the cloud. Imagine millions of internet …

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Overview of Machine learning Model Deployment

Uncategorized / By lamya A.

You created and validated your machine learning model and now it is ready to create value for your business customers. The next step now is to integrate your machine learning model into production and make it accessible and available to users and other systems. In other words to deploy your machine learning model into the cloud. …

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