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Susan Das's Projects

dp100 icon dp100

Labs for Course DP-100: Designing and Implementing Data Science Solutions on Microsoft Azure

ecs-refarch-cloudformation icon ecs-refarch-cloudformation

A reference architecture for deploying containerized microservices with Amazon ECS and AWS CloudFormation (YAML)

explainerdashboard icon explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

generative-ai icon generative-ai

Sample code and notebooks for Generative AI on Google Cloud

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llmspracticalguide icon llmspracticalguide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml_python_2019 icon ml_python_2019

MLOps Sprint1 - Udemy - The Complete Machine Learning Course with Python

mlops-workload-orchestrator icon mlops-workload-orchestrator

The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model productionization. This solution is an extendable framework that provides a standard interface for managing ML pipelines for AWS ML services and third-party services.

mlrun icon mlrun

Machine Learning automation and tracking

mlscratch icon mlscratch

Practical implementations of common machine learning algorithms with test cases coded from scratch in a similar style as Scikit-learn using Object-Oriented Programming.

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