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Reviews
Is the AI PC a Gimmick or a Faster Carriage?
AI Revolutionizes Industry and Retail: From Production Lines to Personalized Shopping Experiences
The Future of Coding: Will Generative AI Make Programmers Obsolete?
Technical Review 01: Large Language Model (LLM) and NLP Research Paradigm Transformation
Technical Review 02: Data and Knowlege for Large Language Model (LLM)
Technical Review 03: Scale Effects & What happens when LLMs get bigger and bigger
Technical Review 04: Human-Computer Interface from In-Context Learning to Instruct Understanding
Tutorials
Reinforcement Learning in 10mins Podcasts
2024 Guest Lecture Notes: AI, Machine Learning and Data Mining in Recommendation System and Entity Matching
Prompt Engineering for LLM
Deep Learning Recommender System – Part 1: Technical Framework
How to Build an Artificial Intelligent System (I)
How to Build an Artificial Intelligent System (II)
15 Ways to Write Better
You Must Write Down the Thoughts in Your Head
How To Write Bash Scripts on Unix/Linux/MacOS
Learning From Data and Three Principles
How to Start a Science Paper from a Beginner
Deep Learning Specialization on Coursera
Note about Markov Chain Monte Carlo (MCMC) and Restricted Boltzmann Machine (RBM)
Open Courses, Free Softwares and Frameworks of Deep Learning
Projects
Enigma – Mission X Challenge Accomplished with Python
Smart Stock Screener Framework on Google Cloud Platform (Public)
Annotated Transformer: English-to-Chinese Translator
Deep ConvNets for Oracle Bone Script Recognition with PyTorch and Qt-GUI
Roads from Above: Augmenting Civil Engineering & Geospatial Workflows with Machine Learning
Aerial Image Segmentation with Deep Learning on PyTorch
Street View Image Segmentation with PyTorch and Facebook Detectron2 (CPU+GPU)
QR Code Detector with Webcam (Python / OpenCV / Pyzbar)
Fast Neural Style Transfer by PyTorch (Mac OS)
Image Style Transfer Using ConvNets by TensorFlow (Windows)
Fast Neural Style Transfer by PyTorch (Mac OS)
A Taste of TensorFlow on My Android Phone
A Taste of TensorFlow on My Android Phone (II)
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Fast Neural Style Transfer by PyTorch (Mac OS)
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