Desared Osmanllari's Projects
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Post Desktop User Interface Seminar Paper
Lab Project: Analysis, Prediction and Visualization of Movies in R
How to build and deploy an anonymization API with FastAPI
Capstone Project for Machine Learning Engineer Nanodegree.
:memo: An awesome Data Science repository to learn and apply for real world problems.
Free technical resources for faculty, students, and Microsoft developer advocates for use in computer science learning forums.
This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.
Final Project for Coursera class: Getting and Cleaning Data
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
Carefully curated resource links for data science in one place
Toturials coming with the "data science roadmap" picture.
Open Source Data Science Resources.
The Leek group guide to data sharing
Project for Deep Learning Nanodegree, unit 6 (Deploying a Model).
Project for ML DevOps Engineer Nanodegree, unit 4 (Deploying a Scalable ML Pipeline in Production).
Config files for my GitHub profile.
This is the source code of my personal web app
Project for Deep Learning Nanodegree, unit 3 (Convolutional Neural Networks).
List of Data Science Cheatsheets to rule the world
Project for ML DevOps Engineer Nanodegree, unit 5 (ML Model Scoring and Monitoring).
English and European soccer results 1871-2016
Project for Deep Learning Nanodegree, unit 5 (Generative Adversarial Networks).
Project for Deep Learning Nanodegree, unit 4 (Recurrent Neural Networks).
class project of Udacity data scientist nanodegree
IPython widgets, interactive plots, interactive machine learning
Using web scrapping and k-means to extract colors in movie posters; And some related analyses with R
š Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.