Muhammad N. Fawi

Data Scientist

[Muhammad N. Fawi @MNoorFawi]

Once you start doing what you love,
your eyes discover a new brighter side of life that you've never thought it exists ...
#GoForYourPASSION 💪🙏

[Muhammad N. Fawi @MNoorFawi]

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[Muhammad N. Fawi @MNoorFawi]

https://t.co/1PmKzuTy7S

[Muhammad N. Fawi @MNoorFawi]

https://t.co/B2iCkfBInQ

[Muhammad N. Fawi @MNoorFawi]

Almost always after developing an #MachineLearning model, we find ourselves in a position where we need to explain this model. Even when the model is very good, it is still a black box that needs to be deciphered. Explaining a mode…https://t.co/6NhWbovwGD https://t.co/ULNE5YkzXx

[Muhammad N. Fawi @MNoorFawi]

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[Muhammad N. Fawi @MNoorFawi]

https://t.co/wJvccO8itT

[Muhammad N. Fawi @MNoorFawi]

https://t.co/iOKXuKXqHF

[Muhammad N. Fawi @MNoorFawi]

Using LSTM Autoencoder to Detect Anomalies and Classify Rare Events

So many times, actually most of real-life data, we have unbalanced data. Data were the events in which we are interested the most are rare and not as frequent as…https://t.co/DzUAxxDJDK https://t.co/HpC3o2lQPI

[Muhammad N. Fawi @MNoorFawi]

https://t.co/FsjKKE6NHq

[Muhammad N. Fawi @MNoorFawi]

Clustering the Manifold of the Embeddings Learned by Autoencoders
Whenever we have unlabeled data, we usually think about doing clustering. Clustering helps find the similarities and relationships within the data. Clustering algori…https://t.co/b9BHrwc1oU https://t.co/hKnogBbfhE

[Muhammad N. Fawi @MNoorFawi]

Building a weather application using interprocess communication (IPC) like named pipes and shared memory. In addition to parallelism through posix threads to get weather data from a web API.
Interprocess Communication is when two p…https://t.co/V5tXilcZbH https://t.co/QLQju8tdjZ

[Muhammad N. Fawi @MNoorFawi]

Using #StructPie #C shared libraries to develop a #priorityqueue scheduler. We will also look at C great features like function pointer, pipes for Interprocess communication and dup2 function.
A priority queue is a data structure w…https://t.co/Wxz7LScSNG https://t.co/cbKcKjDVb4

[Muhammad N. Fawi @MNoorFawi]

Solving #Optimization Problems with #C
We will look at how to develop Simulated Annealing algorithm in C to find the best solution for an optimization problem.
The problem we are facing is that we need to construct a list from a gi…https://t.co/PDddNWpDjh https://t.co/Y5ssYiYLJ5

[Muhammad N. Fawi @MNoorFawi]

Importing data from APIs sometimes isn’t easy especially when we want to import so much data, as we’ll have to make so many requests to the #API. This can take so much time if we do it sequentially. In such cases, going #parallel i…https://t.co/UUiU5L7RNj https://t.co/KXKNfFiBde

[Muhammad N. Fawi @MNoorFawi]

#GraphDatabases are well known for their ability to capture relationships inside the data. They treat relationships between data as equally important as the data itself. That's why it is great to store and query connected data such…https://t.co/cdVqmm55Ww https://t.co/fwMWkpH8mW

[Muhammad N. Fawi @MNoorFawi]

Struct Pie is a #python library providing a set of python modules for #datastructures and #algorithms. All data structures are written in #C and imported into python using #cython. No python code involved to make the data structure…https://t.co/1bfQkUg1pH https://t.co/RRGHVQivpP

[Muhammad N. Fawi @MNoorFawi]

#C is known by its speed, so sometimes when the performance and the speed are an issue, developers go to write complex functions or loops in C to get the benefits of a low-level language.
We will explore two ways to run C code from…https://t.co/tMKmEnT7tR https://t.co/pydThz7Dbx

[Muhammad N. Fawi @MNoorFawi]

Data structures and algorithms are among some topics that are sometimes overlooked especially by data scientists. However, it is very important when it comes to performance and speed especially when dealing with large data and many operations.
#DataStruct…https://t.co/Ep7GwVUAtI

[Muhammad N. Fawi @MNoorFawi]

Happy to share that 2 of my open source #MachineLearning projects were included in the 24 projects in the Code-Hub initiative from UAE Ministry of #AI https://t.co/gSYVPta1KE