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…3 min read·Oct 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…3 min read·Oct 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…4 min read·Oct 17, 2023----
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…4 min read·Oct 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.4 min read·Oct 13, 2023----
Fouad RoumiehHow to trigger an aws lambda function to process data from Kinesis stream.What is aws lambda?3 min read·May 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…4 min read·May 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…2 min read·Feb 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…4 min read·Oct 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…4 min read·Jul 12, 2020----