Exploring 5G KPI Report Analysis Using Google Colab (Gemini)
The video walks through a Google Colab notebook where Gemini, Google’s generative AI, is used to analyze a 5G KPI Excel report entirely through natural‑language prompts. Gemini first installs required libraries (pandas, matplotlib, seaborn) on command, then generates code to upload the spreadsheet, create a bar chart of PRB utilization, and plot a scatter of average downlink throughput versus active users—all without the user writing a single line of code. The presenter also shows AI‑driven data cleaning—removing duplicate rows reduced the dataset from 214,60 to 212,66 entries—and uses prompts to flag the top five cells with high PRB usage but low throughput, as well as to compute a correlation between signal quality and throughput. These examples illustrate how prompt engineering can turn raw telecom metrics into actionable visual insights instantly, lowering the barrier for analysts and accelerating KPI‑driven decisions across any industry.
5G Architecture Meets AI Architecture
The video frames 5G and AI as two master architects whose blueprints now interlock, proposing a unified architecture where each 5G functional block maps to an AI layer. It aligns the radio access network (RAN) with AI’s perception layer, the 5G...