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amitagh's Projects

ai-for-good-specialization icon ai-for-good-specialization

Learn AI's role in addressing complex challenges. Build skills combining human and machine intelligence for positive real-world impact using AI

auto-hr icon auto-hr

Auto-HR: Revolutionizing recruitment with end-to-end automation - from crafting job descriptions and assessing resumes to generating screening questions and conducting candidate interviews.

azure-search-openai-demo icon azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

building-machine-learning-demos-with-gradio icon building-machine-learning-demos-with-gradio

In this course you'll learn to use Gradio to create user-friendly apps with minimal code: Summarize text using a large language model, generate image captions, and chat with an open source LLM. Gain practical knowledge to build interactive demos faster.

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

evaluating-and-debugging-generative-ai icon evaluating-and-debugging-generative-ai

Machine learning and AI projects require managing diverse data sources, vast data volumes, model and parameter development, and conducting numerous test and evaluation experiments. Overseeing and tracking these aspects of a program can quickly become an overwhelming task.

functions-tools-and-agents-with-langchain icon functions-tools-and-agents-with-langchain

You’ll explore new advancements like ChatGPT’s function calling capability, and build a conversational agent using a new syntax called LangChain Expression Language (LCEL) for tasks like tagging, extraction, tool selection, and routing.

generative-ai-with-llms icon generative-ai-with-llms

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

license-plate-number-detection icon license-plate-number-detection

A project where the license plate number is extracted from image of a vehicle using Object detection and Character recognition techniques.

mlops-specialization-notes icon mlops-specialization-notes

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

nlgen icon nlgen

Tool to generate a Newsletter with categorised articles sourced from the given website links for a given topic.

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