Evgeniya Dontsova's Projects
This is AIA Global's Introduction to Python Course for it's members
This is a workshop designed for Amazon Bedrock a foundational model service.
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playground using SageMaker Studio.
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
This is a supporting repository for the journal article https://towardsdatascience.com/introduction-to-matrix-profiles-5568f3375d90.
Hidden Markov Model
Udemy course
Grade distribution analysis of UW Madison dataset
Time Series Modeling: Crude oil price prediction
Code for the online course "Deployment of Machine Learning Models"
SDK to build ML data products on DISH Wireless MarketPlace
data preprocessing, feature engineering, training and deployment of eks pattern detection models.
Reinforcement Learning Agents to fine tune telecom networks.
Langchain in action
Overview and tutorial of the LangChain Library
ML Module to reduce bitrate of streamed videos. GAN /CNN Super Resolution, NN Frame Interpolation, NN Codecs.
Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python
A collection of machine learning examples and tutorials.
Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:
MLX: An array framework for Apple silicon
Analyzing the return on investment for movie industry: what makes a movie successful?
Telecom Network as an App
Open5GS is a C-language Open Source implementation for 5G Core and EPC, i.e. the core network of LTE/NR network (Release-16)