Jaz AllibhaiHow To Implement API Authentication Using API KeysLearn how to securely implement authentication for your API using API keysFeb 18Feb 18
Jaz AllibhaiIntroduction to Text Classification Using TransformersTransformers are extremely powerful models that have achieved state of the art results in many Natural Language Processing (NLP) tasks. The…Jul 18, 2022Jul 18, 2022
Jaz AllibhaiIntroduction to MakefilesA Makefile is a file with a list of tasks that can be easily executed. To execute tasks listed in the Makefile, you use the ‘make’ utility…Jan 31, 20221Jan 31, 20221
Jaz AllibhaiIntroduction to MLflowMLflow is a great open source tool that allows you to track your model runs, including model parameters, metrics, results, data used, and…Jan 17, 2022Jan 17, 2022
Jaz AllibhaiIntroduction to Docker for Data ScientistsDocker is an open source platform that allows you to build and deploy applications quickly. It packages your application into a container…Jan 10, 2022Jan 10, 2022
Jaz AllibhaiinThe StartupData Science Essentials: Scraping Data From the WebWeb scraping is an important skill for any data scientist to have in their toolboxMay 17, 2020May 17, 2020
Jaz AllibhaiinTowards Data ScienceEnsemble Learning Using Scikit-learnEnsemble learning uses multiple machine learning models to try to make better predictions on a dataset. An ensemble model works by…Nov 19, 20188Nov 19, 20188
Jaz AllibhaiinTowards Data ScienceBuilding a Convolutional Neural Network (CNN) in KerasDeep Learning is becoming a very popular subset of machine learning due to its high level of performance across many types of data. A…Oct 16, 201831Oct 16, 201831
Jaz AllibhaiHoldout vs. Cross-validation in Machine LearningI recently wrote about holdout and cross-validation in my post about building a k-Nearest Neighbors (k-NN) model to predict diabetes. Last…Oct 3, 20186Oct 3, 20186
Jaz AllibhaiinTowards Data ScienceBuilding a k-Nearest-Neighbors (k-NN) Model with Scikit-learnk-Nearest-Neighbors (k-NN) is a supervised machine learning model. Supervised learning is when a model learns from data that is already…Sep 26, 201811Sep 26, 201811