Tutorial

• /CV/ Key Points in Image Processing
• Game Theory by Selcuk Ozyurt
• Interesting Answers From ChatGPT
• NP, NP-Hard, NP-Complete and P=NP Problem
• /AI/ History of Attention and Transformer
• Operating Systems
• /Blockchain/ Blockchain Jargons
• AWS Certified Cloud Practitioner

Project

• /NLP/ ChatGPT for Data Augmentation
• /Bio/ Protein Function Prediction from Sequential Data (CNN, RNN, LSTM, Transformer)
• /Bio/ Prediction and Biomarker Discovery of Colorectal Cancer (LDA, SVM GLM, NN, DT)
• /NLP/ Language Translation with Sequence to Sequence Networks
• /Bio/ Bioinformatics (neucleotide probabilities, sequence modelling, profile HMM)
• /NLP/ Deep Learning models for Sentiment Classification
• /AIGC/ Design Your Pokémon! (Stable Diffusion)
• /AI/ Human Pose Estimation with Occlusion (PoseResnet, HRNet, ViTPose)
• RAID-6 Based Distributed Storage System
• Managing Cold Start Problem in Cloud Serverless Workload
• /CV/ Image Classification (ResNet, Swin Transformer)
• /AI/ Time Series Forecasting (Darts)
• Data Analytics - Cyclistic Bike-Share Analysis
• /AI/ Sequence-to-Sequence Learning (NILM)
• /AIGC/ Image Generation (Pix2Pix)
• /AI/ Book Recommendation (Surprise)
• /CV/ Image Segmentation (DeepLab)

Summary

• /CV/ Segment Anything Model (SAM)
• Common Use Command Lines
• /NLP/ Awesome TableQA Datasets and Models
• /Blockchain/ Algorand White Paper
• /Blockchain/ Atomic Cross-Chain Swaps
• /Blockchain/ Blockchain for 5G Opportunities and Challenges