Table of contents Dự án DATACRACY Big-O Giới Thiệu: Big-O Datatalk#1 - Hello World Thuật Toán Big Data Mặt Trái của Big Data Truyện ngắn: Học-Máy DataYourself: Spotify & Data Privacy Datatalk#2 - Data Đọc-Hiểu Dữ liệu, Kỳ Vọng & Tin Cậy DataViz & Storytelling DataYourself: OurWorldinData Datatalk#3 - Data Thinking Data Thinking: Quy Nạp Xác suất & Giả-thuyết-không Tương quan & Nhân-Quả Datatalk#4 - Data & Careers Tham Khảo ATOM Nội quy: Lớp-học-mở 1 - Data Strategy & Metrics 1.1 - Data Strategy 1.2 - Principles of Metrics 1.3 - Lab#1: Analytics on Spreadsheet 1.4 - Home Assignment#1 2 - Data Tools (1) 2.1 - Python Basics 2.2 - Git & Github 2.3 - Lab#1: Github Desktop 2.4 - Lab#2: Set-up Working Environment 2.5 - Home Assignment#2 3 - Data Tools (2) 3.1 - Task Automation 3.2 - Lab#1: Spotify API & Postman 3.3 - Home Assignment#3 5 - SQL & Database Design 5.1 - Database Design 5.2 - Lab: Upload Data từ Google Sheet to BigQuery 5.3 - Home Assignment #5 6 - Cloud Function & Streamlit 6.1 - Cloud Function 6.2 - Lab: Cloud Function Hands-on 6.3 - Streamlit 6.4 - Home Assignment #6 7 - EDA, Statistics & Regressions 7.1 - EDA & Statistics 7.2 - Modeling 7.3 - Lab: House Price EDA & Linear Regression 7.4 - Home Assignment #7 8 - ML in Nutshell & Recap 8.1 - ML in Nutshell 8.2 - Atom Recap