Essential AI Toolbox and Data Analysis Practical Series Course for Developers

In the AI era, the productivity of developers relies not only on professional skills but also on the effective use of new tools to "automate repetitive tasks," "quickly consolidate knowledge," "visualize data analysis," and "build predictive models." This course lasts for 4 days and is tailor-made for R&D and engineering personnel in the technology industry, integrating efficient AI tools and visualization platforms like Zotero, Logseq, n8n, Antigravity, and Orange to help participants create their personal AI workstation. From information organization and process automation to data modeling, everything will be learned in one go. The course is divided into three main focuses according to the R&D process: 1. Day 1: Input / Manage - Learn to use Zotero for literature collection and Logseq for knowledge integration, mastering technical trends and project context. 2. Day 2: Process / Automate - Learn to design automation processes with n8n and collaborate on programming and debugging using Antigravity AI IDE, enhancing development efficiency. 3. Day 3–4: Analyze / Insight - Use Orange for data preprocessing, build classification and regression models, and implement image and text data analysis.