Nenad Bozinovic
Projects
TILs
Media
PyTorch Performance Tuning Guide
Projects
Custom Chatbot and DALL-E using OpenAI’s GPT-4
REST API stress testing
Data extraction from PDFs
Hexagonal-puzzle
Comparing Transformers and CNNs on the SpaceNet8 Flood Detection Challenge
Detecting solar panels from satellite images
Image Regression
Pet Breed Classification
Bear classifier
Multi-label classification
Transfer learning
Rock paper scissors
Multiclass image classification
Torchvision, Conversions, Samplers
Binary image classification
Binary Classification
TILs
Cloud
Docker
Kubernetes
GitHub Actions with access to AWS
AWS basics
Manage EC2 via CLI
Creating an Image Pipeline with EC2 Image Builder
Auto Scaling Group
AWS Lambdas with layers and from containers
AWS SQS, SNS, and Kafka
AWS Glue
Application Integration
Hosting a static website via AWS EC2 and Lambda
Host Web App
AWS RDS
Step Function project
Paperspace
Terminal
Environments
zsh
Design Patterns
Creational
Structural
Behavioral
PyTorch
Augmentations
Convolutions
Loss
Metrics
Models
Tensor
Backpropagation
Feature Engineering
Quadratic function fitting
Linear Regression
Python
Logging
Datetime
FileIO
Functools
Pathlib
PIL
PyTest
Regex
Numpy
PyData
copy
module
Set operations
Visualizations
Python General
Parser example
Jupyter
Images
Kernels
Jupyter General
Matplotlib
FastAI
Azure
FastAI
HuggingFace
nbdev
Misc
SQL examples
Git
Latex
OS
Custom domain
Kaggle
Statistics
WSL
Video capture and processing
Labeling
Extract pages from PDF
VS Code
PyTorch Performance Tuning Guide
