%22%2F%3E%0A%20%3Cg%20opacity%3D%220.12%22%3E%3Crect%20x%3D%22120%22%20y%3D%22126%22%20width%3D%22420%22%20height%3D%2212%22%20fill%3D%22url(%23g)%22%2F%3E%3Crect%20x%3D%22660%22%20y%3D%22472.5%22%20width%3D%22360%22%20height%3D%2212%22%20fill%3D%22url(%23g)%22%2F%3E%3C%2Fg%3E%0A%20%3Cg%3E%3Cpath%20d%3D%22M%20111%20264%20L%20347%20300%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20347%20300%20L%20818%20476%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20818%20476%20L%20816%20460%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20816%20460%20L%20148%20186%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20148%20186%20L%201047%20420%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Ccircle%20cx%3D%22111%22%20cy%3D%22264%22%20r%3D%2210%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22347%22%20cy%3D%22300%22%20r%3D%228%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22818%22%20cy%3D%22476%22%20r%3D%2215%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22816%22%20cy%3D%22460%22%20r%3D%227%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22148%22%20cy%3D%22186%22%20r%3D%229%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%221047%22%20cy%3D%22420%22%20r%3D%2214%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3C%2Fg%3E%0A%20%3Cg%3E%0A%20%3Ctext%20x%3D%2250%25%22%20y%3D%2250%25%22%20dominant-baseline%3D%22central%22%20text-anchor%3D%22middle%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%22108%22%20font-weight%3D%221000%22%20fill%3D%22none%22%20stroke%3D%22%230b1020%22%20stroke-width%3D%2210%22%20stroke-opacity%3D%220.6%22%20style%3D%22paint-order%3A%20stroke%20fill%3B%22%3E%23DATA%20SCIENCE%3C%2Ftext%3E%0A%20%3Ctext%20x%3D%2250%25%22%20y%3D%2250%25%22%20dominant-baseline%3D%22central%22%20text-anchor%3D%22middle%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%22108%22%20font-weight%3D%221000%22%20fill%3D%22url(%23g)%22%20filter%3D%22url(%23drop)%22%3E%23DATA%20SCIENCE%3C%2Ftext%3E%0A%20%3C%2Fg%3E%0A%20%3Cg%20transform%3D%22rotate(-8%20264%20126)%22%3E%3Ctext%20x%3D%22216%22%20y%3D%22126%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%2234%22%20font-weight%3D%22700%22%20fill%3D%22url(%23g)%22%20fill-opacity%3D%220.9%22%3Eproject%20management%3C%2Ftext%3E%3C%2Fg%3E%0A%20%3Cg%20transform%3D%22rotate(10%20936%20516.6)%22%3E%3Ctext%20x%3D%22864%22%20y%3D%22516.6%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%2234%22%20font-weight%3D%22700%22%20fill%3D%22url(%23g)%22%20fill-opacity%3D%220.9%22%3Emachine%20learning%20workflow%3C%2Ftext%3E%3C%2Fg%3E%0A%20%3C!--%20Code%20card%20background%20for%20contrast%20--%3E%0A%20%3Cg%20opacity%3D%220.18%22%3E%0A%20%3Crect%20x%3D%2260%22%20y%3D%22378%22%20rx%3D%2216%22%20ry%3D%2216%22%20width%3D%22600%22%20height%3D%22176.4%22%20fill%3D%22%230b1020%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.35%22%2F%3E%0A%20%3C%2Fg%3E%0A%20%0A%20%3Crect%20width%3D%221200%22%20height%3D%22630%22%20fill%3D%22%23000%22%20opacity%3D%220%22%20filter%3D%22url(%23grain)%22%2F%3E%0A%3C%2Fsvg%3E)
AI & Machine Learning12 min
Data Science Project Guide: From Zero to Deployment
Data science project guide: a 7-phase framework from definition to deployment. pandas, scikit-learn, FastAPI, monitoring — code snippets at every stage.
Tag
#data-science-checklist
1 post