LazaUK/AzureML-Monitoring-DataCollector

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Created 6 months ago
Updated 6 months ago

LazaUK/AzureML-Monitoring-DataCollector

LazaUK

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Real-time data collection from the model behind Azure Machine Learning's managed online endpoint.

DeepLearningAI-ChatGPT-PromptEngineering

Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "ChatGPT Prompt Engineering for Developers" course on DeepLearning.AI.

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AOAI-GPT4Vision-Streamlit-SDKv1

Using Azure OpenAI deployment of GPT-4 Turbo with Vision to analyse out-of-stock situation in a fictitious retail shop.

AOAI-Whisper-Gradio

Demos of Whisper model's functionality in Gradio-powered minimalistic Web apps: offline, using Azure OpenAI and Azure AI Speech.

DeepLearningAI-ChatGPT-BuildingSystems

Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "Building Systems with the ChatGPT API" course on DeepLearning.AI.

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IndustrySolutions-WindFarm

Industry Solution, to capture telemetry of remote wind farm turbines, analyse patterns and visualise KPI (Key Performance Indicator) values in 3D scene of the Azure Digital Twins.

DeepLearningAI-Giskard-RedTeaming

Practical Jupyter notebooks from Andrew Ng and Giskard team's "Red Teaming LLM Applications" course on DeepLearning.AI.

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AOAI-LangChain-Milvus

Custom document-based QnA, powered by Azure OpenAI, LangChain and Milvus.

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AOAI-ParallelFunctionCalling-SDKv1

Use of parallel Function Calling with Azure OpenAI GPT models to manage vehicle's controls, simulated by Flask APIs.

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DeepLearningAI-LangChain-AppDevelopment

Practical Jupyter notebooks from Andrew Ng and Harrison Chase's "LangChain for LLM Application Development" course on DeepLearning.AI.

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AOAI-APIM-AIGateway

Practical use of Azure API Management's AI Gateway to manage Azure OpenAI operations.

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AOAI-GPTFunctionCalling-Stock

Use of Function Calling with Azure OpenAI GPT models to retrieve the lowest and highest stock prices for specific symbol and date.

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AOAI-Streaming-TokenUsage

Jupyter notebooks to calculate tokens usage with Tiktoken for scenarios with and without Token Streaming.

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NvidiaJetsonNano-TeachableMachine

Did you ever want to build your own smart edge solution to recognise specific objects (or sounds, or human pose). Then look no further. Power of Nvidia's Jetson Nano device, Google's Teachable Machine and Microsoft's PowerBI are combined here to help you on your journey!

AOAI-LangChain-Overview-SDKv1

High-level overview of the LangChain use with Azure OpenAI (SDK v1.x)

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Blender-3Dmodelling

My journey in learning 3D modelling with Blender 2.8

AOAI-TextToSpeech-SDKv1

Text-to-Speech generation with Azure OpenAI TTS models, using both Python SDK and REST API.

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SLM-Phi-3-MLFlow

Converting Phi-3 model into MLFlow format, to enable targeted inference.

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UdemyProjects-TensorFlow

My TensorFlow study projects

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BioScience-Covid19

Non-trivial solution to fight coronavirus, inspired by the sci-fi and the latest advances in the physics of solids.

MachineLearning-AsteroidHunting

Moonshot idea to train ML model on synthetically generated data to detect and trace real asteroids.

AzureBot-Covid19FAQ

Quickly build a chatbot to support your employees with the related answers on "COVID-19", "remote working", "wellbeing" and other vital topics at the time of uncertainty. And host it for FREE !

AzureSphere-MT3620

Demo of secure "Voting Machine", powered by Azure Sphere..

AlexaGadgetKit-LegoEV3

Lego EV3 robot in tandem with Amazon Echo will roll virtual dice. Whether it's to help people with disabilities or maybe distribute the luck more fairly ! Your game, your rules..

AOAI-ReproducibleOutput-SDKv1

Generating reproducible output in GPT-4-Turbo v1106 with the "seed" parameter in Python SDK v1.x

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SLM-Phi-3-Robotics

Robotics navigation solution (on example of Pioneer 3-DX mobile robot in CoppeliaSim) powered by Phi-3 small language model and AMD AI PC.

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