Udemy - Data Science with GenAI Analytics - Python + Hugging Face

Data Science with GenAI Analytics: Python + Hugging Face

https://WebToolTip.com

Published 9/2025
Created by Orants AI,Reza Mora
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 14 Lectures ( 1h 29m ) | Size: 1.53 GB

From Raw Data to AI-Powered Insights: Building Modern Analytics Pipelines with Python and Transformers

What you'll learn
Describe the core concepts of Generative AI and its role in enhancing data science workflows, including the generation of synthetic data.
Analyze unstructured text data using Hugging Face Transformers to perform sentiment analysis and extract key insights.
Design and implement a Python pipeline for data prep, sentiment analysis, and LLM summarization to generate and validate analytical reports programmatically.
Evaluate ethical considerations and best practices for responsible implementation of Generative AI in data science projects.

Requirements
Python programming fundamentals
Basic use of Jupyter notebooks or similar
Familiarity with AI language tools (e.g., understanding of what an LLM does)
Basic understanding of data structures and manipulation (pandas)