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Deep learning models hyperparameters
By Dr Mabrouka Abuhmida Deep learning models have several hyperparameters that can be adjusted to optimize their performance. These...

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Jan 13, 20235 min read
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Summary of the concepts of Filters, Strides and Padding
By Dr Mabrouka Abuhmida In machine learning, a filter is a small matrix of weights used to transform the input data by applying a dot...

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Jan 13, 20236 min read
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DevOps for machine learning
By Dr Mabrouka Abuhmida MLOps, or DevOps for machine learning, is a set of practices and tools that help organizations develop, deploy,...

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Jan 13, 20232 min read
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AutoMl vs ML Models
By Dr Mabrouka Abuhmida AutoML (Automated Machine Learning) refers to the process of automating the entire machine learning process,...

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Jan 13, 20234 min read
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Conversational AI in VRchat environment
By Dr Mabrouka Abuhmida It is possible to use chatbots based on language models such as ChatGPT in virtual reality (VR) chat...

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Jan 13, 20234 min read
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Why data contracts are important especially in live AI implementation
By Dr Mabrouka Abuhmida In the context of machine learning (ML) pipelines, data contracts refer to the agreements or rules that define...

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Jan 13, 20233 min read
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Processing medical images data files for deep learning applications
By Dr Mabrouka Abuhmida A CT (Computed Tomography) scan is a medical imaging procedure that uses x-rays and computer processing to create...

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Jan 13, 20235 min read
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Reshaping input images for DL Models
By Dr Mabrouka Abuhmida Reshaping images is important for deep learning models because the input data for these models needs to be in a...

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Jan 13, 20235 min read
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Summary of Batch and online learning
By Dr Mabrouka Abuhmida Batch learning and online learning are two different approaches to machine learning, which refer to teaching a...

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Jan 13, 20232 min read
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AI Practice Manual for Beginner and Intermediate AI Engineers
By Dr Mabrouka Abuhmida This manual provides examples of deep learning and machine learning concepts with accompanying datasets. It is a...

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Jan 13, 20236 min read
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Open Neural Network Exchange
By Dr Mabrouka Abuhmida Open Neural Network Exchange (ONNX ) is a standard format for representing deep learning models. It was developed...

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Jan 13, 20234 min read
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Image files annotation
By Dr Mabrouka Abuhmida IImage annotation refers to labelling or tagging images with relevant information. This can include labeling...

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Dec 29, 20223 min read
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Amazon Web Services (AWS) and Microsoft Azure brief comparison
By Dr Mabrouka Abuhmida Amazon Web Services (AWS) and Microsoft Azure are two of the most popular cloud computing platforms. Both offer a...

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Dec 29, 20224 min read
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Garbage in, garbage out (GIGO)
By Dr Mabrouka Abuhmida Garbage in, garbage out (GIGO) is a term used to describe the concept that if incorrect or flawed data is input...

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Dec 29, 20223 min read
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