Udemy - Generative AI for Data Analytics - Ride the Agentic Wave

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size2.6 GB
  • Uploaded Byfreecoursewb
  • Downloads68
  • Last checkedMay. 09th '25
  • Date uploadedMay. 08th '25
  • Seeders 1
  • Leechers48

Infohash : DFEACD33C049589724BD53B9F8F38347FF6D535E

Generative AI for Data Analytics: Ride the Agentic Wave

https://WebToolTip.com

Published 5/2025
Created by Dr. KM Mohsin
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Expert | Genre: eLearning | Language: English | Duration: 38 Lectures ( 3h 22m ) | Size: 2.6 GB

Thought leadership course on how Gen AI transforming Data & Analytics with hands-on examples

What you'll learn
Tools and Techniques to be used in Data Analytics
Using Gen AI to streamline Data Analytics pipeline: Obtain, Scrub, Explore, Model and Interpret
Generative AI to generate code to analyze data
How to increase their productivity in day-to-day data analytics work
Generative AI to develop deployment-ready data products

Requirements
Basic Programming Skills - Python Recommended
Foundational Knowledge in Data Analytics
Familiarity with Machine Learning
Mathematics Background will be highly helpful to grasp the analytic concepts

Files:

[ WebToolTip.com ] Udemy - Generative AI for Data Analytics - Ride the Agentic Wave
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction and Basics
    • 1 -Course Goal.mp4 (16.2 MB)
    • 2 -Generative AI in 90 seconds.mp4 (32.4 MB)
    • 3 -GenAI, AI, ML, & Deep Learning in Venn Diagram.mp4 (62.0 MB)
    • 4 -AI vs Gen AI.mp4 (81.2 MB)
    2 - Impact and Adoption
    • 1 -Impact vs adoption of Gen AI in industries.mp4 (22.4 MB)
    • 2 -Impact & Adoption Case study Finance and Banking Industry.mp4 (59.0 MB)
    • 3 -Impact & Adoption Case study Marketing and Advertisement Industry.mp4 (60.2 MB)
    • 4 -Impact & Adoption in Agriculture and the need of Data & Analytics (D&A).mp4 (71.3 MB)
    • 5 -Importance of Data & Analytics (D&A) for Gen AI.mp4 (108.5 MB)
    3 - Journey and Transformation
    • 1 -Journey of Data Analytics BI to AI to Gen AI.mp4 (52.3 MB)
    • 2 -Gen AI driven transformation.mp4 (163.5 MB)
    • 3 -Gen AI's journey of transformation and impact, Phase-I.mp4 (9.1 MB)
    • 4 -Gen AI's journey of transformation and impact, Phase-II.mp4 (41.3 MB)
    4 - Conceptual Frameworks for Gen AI in Data Analytics
    • 1 -Overview of the Gen AI Key Techniques for Data Analytics.mp4 (55.6 MB)
    • 2 -Prompt Engineering.mp4 (67.7 MB)
    • 3 -Code Generation using ChatGPT, Claude, Co-pilot.mp4 (50.6 MB)
    • 4 -Retrieval Augmented Generation (RAG).mp4 (50.0 MB)
    • 5 -Agentic Design Pattern.mp4 (77.5 MB)
    5 - Code Generation with Prompt Engineering
    • 1 -Setting up Databricks Environment.mp4 (94.6 MB)
    • 2 -Obtaining Data.mp4 (70.9 MB)
    • 3 -Exploratory Data Analysis (EDA).mp4 (113.9 MB)
    • 4 -Machine Learning Model.mp4 (96.4 MB)
    • 5 -Model Evaluation.mp4 (56.3 MB)
    6 - Retrieval Augmented Generation (RAG) for Data Analytics
    • 1 -Introduction.mp4 (69.5 MB)
    • 2 -Use cases.mp4 (10.2 MB)
    • 3 -Risk and Benefits.mp4 (99.9 MB)
    • 4 -RAG Ecosystem.mp4 (28.5 MB)
    • 5 -No Code Example with Claude.mp4 (51.7 MB)
    7 - From Code to UI Streamlit RAG App in Action
    • 1 -Environment Setup.mp4 (33.3 MB)
    • 2 -Unstructured Data Unlocked Streamlit + OpenAI RAG.mp4 (197.1 MB)
    • 2 -XBRL Viewer.pdf (85.3 KB)
    • 2 -diabetes.csv (23.3 KB)
    • 2 -main.py (3.0 KB)
    • 2 -requirements.txt (8.6 KB)
    • 3 -Tabular Data RAG Challenge.mp4 (93.5 MB)
    • 3 -da_rag.py (0.9 KB)
    • 3 -diabetes.csv (23.3 KB)
    • 3 -requirements.txt (8.6 KB)
    • 4 -Crack the CSV Agentic RAG Solution Session.mp4 (65.7 MB)
    • 4 -da_rag.py (0.9 KB)
    • 4 -diabetes.csv (23.3 KB)
    • 4 -requirements.txt (8.6 KB)
    • 5 -Streamlit Edition Agentic RAG for Tabular Data.mp4 (45.1 MB)
    • 5 -rag_stl_app.py (1.9 KB)
    • 5 -requirements.txt (8.6 KB)
    8 - Agentic Design Pattern for Data Analytics
    • 1 -From Generative to Agentic The AI Evolution.mp4 (95.1 MB)
    • 2 -Agentic AI Ecosystem Frameworks & Tools.mp4 (45.0 MB)
    • 3 -Build Your Data Analysis Agent with LangChain & Pandas.mp4 (103.8 MB)
    • 3 -Instructions_for_agent.pdf (80.1 KB)
    • 3 -da_agent.py (2.2 KB)
    • 3 -diabetes.csv (23.3 KB)
    • 4 -Intelligent Data Reporting Agentic Approach.mp4 (90.6 MB)
    • 4 -diabetes_report.pdf (205.2 KB)
    • 4 -reporting_agent.py (2.1 KB)
    • 5 -Agentic Data Explorer A Streamlit Application.mp4 (92.4 MB)
    • 5 -da_agent_app.py (3.4 KB)
    • 5 -diabetes.csv (23.3 KB)
    • Bonus Resources.txt (0.1 KB)

Code:

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