Ghi chu machine learning va AI engineering de dung duoc ngay
Day la noi minh tong hop kien thuc tu ML co ban den cac bai hoc trien khai he thong AI thuc te. Toan bo trang nay uu tien bai viet blog, de ban doc nhanh va hoc theo lo trinh ro rang.
For you
A practical feed from Cong Anh Dung: machine learning basics, production AI patterns, and experiments.
ML co ban #4: Chon metric dung cho tung bai toan
Accuracy khong du. Cach chon metric phu hop cho classification, regression va bai toan mat can bang.
ML co ban #3: Overfitting, underfitting va bias-variance
Nham hieu pho bien nhat khi train model va cach xu ly bang regularization, data, validation.
ML co ban #2: Chia train / validation / test dung cach
Hieu dung vai tro cua tung tap du lieu de tranh overfitting va danh gia sai model.
ML co ban #1: Supervised vs Unsupervised Learning
Phan biet 2 paradigms lon trong machine learning, khi nao dung va sai lam pho bien.
Gioi thieu: Cong Anh Dung va hanh trinh AI Engineering
Toi la AI/ML Engineer o Ha Noi, xay he thong LLM production, research agent, ASR va data platform.
Khoi tao blog Markdown tren Next.js
Bo khung blog da san sang: them file .md la co bai viet moi.