Fouad RoumiehUnderstanding the Bias-Variance Trade-Off in Machine LearningMachine learning is a powerful tool that has transformed various industries, from healthcare to finance, by enabling computers to learn…Oct 25, 2023Oct 25, 2023
Fouad RoumiehAnomaly Detection in Financial Data with PyTorchAnomaly detection plays a vital role in the financial sector, particularly in identifying irregularities, suspicious activities, and…Oct 20, 2023Oct 20, 2023
Fouad RoumiehPredicting Stock Prices using Tensorflow LSTMPredicting stock prices is a challenging task due to the inherent complexity and volatility of financial markets. Machine learning models…Oct 17, 20231Oct 17, 20231
Fouad RoumiehTopic Modeling and Semantic Clustering with spaCyWhen dealing with a large collection of documents, it becomes essential to organize and uncover the underlying themes or topics within the…Oct 14, 2023Oct 14, 2023
Fouad RoumiehNLP Entity Extraction/NER using python NLTKHave you ever wondered how a tool like ChatGPT is able to understand what we write? well, the answer is NLP or Natural Language Processing.Oct 13, 2023Oct 13, 2023
Fouad RoumiehHow to trigger an aws lambda function to process data from Kinesis stream.What is aws lambda?May 10, 2023May 10, 2023
Fouad RoumiehDEVOPS metrics to track on the goThe purpose of this article is to provide a set of SMART metrics and goals that can be used to monitor the overall success or failure rates…May 10, 2023May 10, 2023
Fouad RoumiehMy experience with AWS CDKWhen I first heard about a tool that would use programming languages to provision infrastructure on the cloud, I was intrigued to see how…Feb 24, 2022Feb 24, 2022
Fouad RoumiehProtobuf transformation in AWS Kinesis with LambdaI recently came across a scenario where Protobuf formatted real-time events were ingested into a kinesis stream from an external third…Oct 25, 2020Oct 25, 2020
Fouad RoumiehAWS Lambda: the swiss army knife of awsAs an aws cloud engineer/architect you should have a fair understanding of the AWS Lambda implementations/integrations, this tool that can…Jul 12, 2020Jul 12, 2020
