Ariful Islam Mondal's repositories
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
Econometrics
Econometrics lecture notes with examples using the Julia language
azure-powershell
Microsoft Azure PowerShell
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
AZ-900T0x-MicrosoftAzureFundamentals
Microsoft Azure Fundamentals - AZ-900T00 and AZ-900T01
kaggle-api
Official Kaggle API
ESolutions.Alexandria
Backend for a .NET Core 3.1 based DMS system storing on CosmosDB and Blob Storage.
MLOps
MLOps examples
MA-INF-4223-DBDA-Lab
Repository for Lab “Distributed Big Data Analytics” (MA-INF 4223), University of Bonn
credit_scoring_machine_learning
Credit scoring using different machine learning techniques,,,
DS-Program
Code Repository and data for DS program
natural-language-processing
Resources for "Natural Language Processing" Coursera course.
MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft
scikit-learn-tips
:robot::zap: Daily scikit-learn tips
azure-iot-samples-csharp
Provides a set of easy-to-understand samples for using Azure IoT Hub and Azure IoT Hub Device Provisioning Service and Azure IoT Plug and Play using C# SDK.
web-apps-node-iot-hub-data-visualization
web application for visualization data from IoT Hub
azure-cosmos-db-mongodb-mongoose-geo-readpreference
This sample shows you how to use MongoDB ReadPreference against Azure Cosmos DB with MongoDB API from a Mongoose application.
MLHyperparameterTuning
Example of using HyperDrive to tune a regular ML learner.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
amazon-sagemaker-workshop
Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more
azure-sql-db-sync-api-change-tracking
Using Azure SQL Change Tracking API to Sync mobile Apps data with the Cloud
differential-privacy
Google's C++ differential privacy library.