Milan-Chicago

AbbVie-Adverse-Drug-Prediction

Create a model that can predict likelihood of all adverse events for ALL drug pair combinations. The two relevant datasets (FAERS and Chemble) will be merged and used to predict likelihood of adverse effects.

AI-Product-Manager-Nano-Degree

Udacity's AI Product Manager Nano Degree

AWS-Practical-Data-Science

Develop and scaling data science projects into the cloud using Amazon SageMaker. This Specialization is designed for data-focused developers, scientists, and analysts familiar with the Python and SQL programming languages who want to learn how to build, train, and deploy scalable, end-to-end ML pipelines - both automated and human-in-the-loop - in the AWS cloud.

Explainable-AI-Examples

AI explainability is a big topic in the tech world right now, & experts have been working to create ways for machines to start explaining what they are doing. So I am compiling all great examples of tools used to help with AI explainability.

GLG-Automated-Meta-data-Tagging

Summer 2021 Industry Sponsored Project with GLG and FourthBrain.ai implementing Named Entity recognition, hierarchical topic clustering on the NER corpus dataset

hci_project

Working with the Invisible Institute the Citizens Police Data Project, Chicago’s first open source, free and publicly accessible database of digitized police disciplinary records we created a draft mockup app of Judge Observations.

Homedepot_Spring_2021

2021 Spring ~Industry Sponsored Project with Home Depot and Northwestern University building Deep Learning Architecture for Multivariate Time Series Forecasting for Shrink Prediction

Introduction-to-Python

CCC Intro to Python for MLU

NVIDIA-Transformer-Based-Natural-Language-Processing-Applications

Learn how to use Transformer-based models for named-entity recognition (NER) tasks and how to analyze various model features, constraints, and characteristics. This training helps developers determine which model is best suited for a particular use case based on metrics, domain specificity, and available resources.

TensorFlow-Developer-Professional-Certificate

Hands-on, four-course Professional Certificate program, learning the necessary tools to build scalable AI-powered applications with TensorFlow.

Milan-Chicago/Introduction-to-Python

CCC Intro to Python for MLU

Milan-Chicago/NVIDIA-Transformer-Based-Natural-Language-Processing-Applications

Learn how to use Transformer-based models for named-entity recognition (NER) tasks and how to analyze various model features, constraints, and characteristics. This training helps developers determine which model is best suited for a particular use case based on metrics, domain specificity, and available resources.

Milan-Chicago/Homedepot_Spring_2021

2021 Spring ~Industry Sponsored Project with Home Depot and Northwestern University building Deep Learning Architecture for Multivariate Time Series Forecasting for Shrink Prediction

Milan-Chicago/Serverless-LLM-apps-with-Amazon-Bedrock

The course equips you with the skills to deploy Large Language Model (LLM)-based applications into production using serverless technology with Amazon Bedrock.

Milan-Chicago/365-Days-of-AI

Documenting my AI journey

Milan-Chicago/alignment-handbook

Robust recipes for to align language models with human and AI preferences

Milan-Chicago/Building-Applications-with-Vector-Databases

Let's build six applications powered by vector databases: semantic search, retrieval augmented generation (RAG), anomaly detection, hybrid search, image similarity search, and recommender systems, each using a different dataset. Learn to create six exciting applications of vector databases and implement them using Pinecone.

Milan-Chicago/Data-Science-Interview-Preperation-Resources

Resoruce to help you to prepare for your comming data science interviews

Milan-Chicago/Docker

Docker Introduction and basics

Milan-Chicago/educational

Milan-Chicago/Functions-Tools-and-Agents-with-LangChain

Learn and apply the new capabilities of LLMs as a developer tool. Learn about the most recent advancements in LLM APIs. Use LangChain Expression Language (LCEL), a new syntax to compose and customize chains and agents faster. Apply these new capabilities by building up a conversational agent.

Milan-Chicago/GCPSketchnote

If you are looking to become a Google Cloud Engineer , then you are at the right place. GCPSketchnote is series where I share Google Cloud concepts in quick and easy to learn format.

Milan-Chicago/genai-open-clip-demo

Image Identification and Classification with Amazon Bedrock, OpenSearch, and OpenCLIP

Milan-Chicago/gpt-llm-trainer

Milan-Chicago/Intro-to-Data-Science

Milan-Chicago/ivy

The Unified Machine Learning Framework

Milan-Chicago/lakeFS-samples

lakefs-samples repository

Milan-Chicago/llm-course

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

Milan-Chicago/low_code_machine_learning_pycaret_workshop_2022

This workshop was done as a part of the 1729 conference organized by Fractal Analytics and Analytics Vidhya. Key content covered was hands-on notebooks leveraging PyCaret to compare, build, tune, evaluate and interpret machine learning models

Milan-Chicago/Machine-Learning-using-oneAPI

Machine Learning using oneAPI. Explores Intel Extensions for scikit-learn* and NumPy, SciPy, Pandas powered by oneAPI

Milan-Chicago/mlops-summer-2022

My journey to becoming an ML Operations (MLOps) Engineer! 🎉

Milan-Chicago/page

Static website generator

Milan-Chicago/Prompt-Engineering-with-Llama-2

This course is designed to help you advance your prompt engineering skills. You’ll learn best practices in prompting and building applications with the collection of Llama 2 models. Llama 2 models and model weights are free to download, including quantized model versions that can run on your local machine.

Milan-Chicago/pythonBootcamp_3Day

Milan-Chicago/StanfordMachineLearningSpecialization

Machine Learning Specialization

Milan-Chicago/Swetha_MLE9

Milan-Chicago/tech_interview_resources

Milan-Chicago/test-MLE9

Milan-Chicago/Training_llm_apps

Notebooks for the live trainining about llm app development

Milan-Chicago/Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.