Ivan Ozerets
|ML EngineerHeavily interested in anything data science, machine learning, and AI. Here you'll find my projects, course notes, and apps I've developedfor personal development and competency in the field. Feel free to reach out (m-dash) I'm always looking to chat with like-minded folks.
Projects
Personal Research CLI
A personal AI research assistant. In goes a list of YouTube links on a subject and out pops summaries, highlights, and relevant follow-up.
Re-Zero Productivity System
An implementation of Mark Forster's Resistance Zero system. Using psychology to build momentum and beat procrastination.
ML Architecture Comparison
PyTorch vs TensorFlow vs Scikit-learn. Scratch CNN to fine-tuning pretrained models on Intel's scene classification dataset.
Courses
Machine Learning in Production
Coursera · DeepLearning.AI
MLOps practices for deploying and maintaining ML systems. Learning to understand production-grade pipelines.
Deep Learning Specialization
Coursera · DeepLearning.AI
Neural networks, CNNs, RNNs, and transformers. Follow-up course by Andrew Ng on modern deep learning.
Machine Learning Specialization
Coursera · DeepLearning.AI
The most recommended ML course, by Andrew Ng. Supervised, unsupervised, and reinforcement learning basics.