Text Analytics With Ai Using Snowflake Cortex And Power Bi
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.66 GB
Use Snowflake Cortex to extract sentiment, summaries & topics - visualize & explore insights with Power BI & Copilot
What you'll learn
Use Snowflake Cortex AI functions to analyse unstructured text at scale
Perform sentiment analysis and text classification on real customer data
Build and deploy a Streamlit app using Snowflake Cortex
Design and publish a professional Power BI dashboard using Microsoft Copilot
Prompt AI tools effectively to generate code and insights
Complete two end-to-end text analytics projects from raw data to insight
Requirements
A computer with internet access
Basic familiarity with SQL would help but is not mandatory: knowing what SELECT and WHERE is enough. We explain everything as we go.
Some experience with data or spreadsheets - you don't need to be a data analyst, just comfortable working with rows and columns.
A free Snowflake account (we walk you through setting one up at the beginning)
Description
Artificial intelligence is transforming how organisations work with data - and one of the biggest opportunities right now is applying AI to text. Customer reviews, support tickets, survey responses, and feedback forms are full of insight, but reading and categorising them manually simply doesn't scale. This course teaches you how to do it automatically, accurately, and at scale using tools that are already available to you.In this course, you will use Snowflake Cortex - Snowflake's built-in suite of AI functions - to translate, summarise, score sentiment, classify topics, and identify churn risk and urgency directly inside your data platform. You will then use Microsoft Copilot in Power BI to turn those enriched datasets into professional, interactive dashboards, with AI helping you every step of the way.No machine learning background is needed. No complex setup. Everything is done inside Snowflake's notebook environment and Power BI Desktop, and every step is explained clearly as you go.Two complete, real-world projectsProject 1Customer Reviews AnalysisAnalyse product reviews using Cortex AI functions. Translate, summarise, and classify text. Then build a Streamlit app to explore the results interactively.Project 2Telco Support TicketsProcess a real support ticket dataset. Score sentiment, flag churn risk, assign urgency, and visualise everything in a polished Power BI dashboard built with the help of Copilot.What you will work withSnowflake Cortex functions - Translate, Summarize, Sentiment, Classify, AI_AGG, and moreSnowflake Notebooks and the Cortex Code assistant for generating and refining SQL and PythonStreamlit - to build and deploy an interactive app inside SnowflakePower BI Desktop and Copilot - for AI-assisted dashboard design, DAX generation, and KPI cardsPrompting best practices - how to get reliable, accurate results from AI tools in a data contextWho this is designed forThis course is designed for anyone working with unstructured text who wants to apply AI practically - without needing a data science degree. If you have some familiarity with data and a willingness to learn, you have everything you need to get started.By the end of the course, you will have completed two portfolio-ready projects, gained hands-on experience with Snowflake Cortex, Power BI and Microsoft Copilot, and developed a workflow you can apply immediately to your own data.
Anyone working with customer feedback, reviews, or support tickets,Data analysts who want to add AI to their toolkit,BI professionals and Power BI users who want to work faster with Copilot,Professionals curious about practical A,Students and career changers breaking into data
Code:
Bitte
Anmelden
oder
Registrieren
um Code Inhalt zu sehen!
