Udemy - GenAI for Data and Analytics Professionals

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• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Understanding how GenAI transforms data analytics workflows
• 1 - Course Welcome and Goals (Description).html (1.0 KB)
• 1 - Course Welcome and Goals.mp4 (46.4 MB)
• 2 - Section Introduction (Description).html (0.7 KB)
• 2 - Section Introduction.mp4 (86.1 MB)
• 3 - Introduction to GenAI for Analytics (Description).html (0.7 KB)
• 3 - Introduction to GenAI for Analytics.mp4 (28.1 MB)
• 4 - Understanding Analytics Workflows (Description).html (0.8 KB)
• 4 - Understanding Analytics Workflows.mp4 (27.8 MB)
• 5 - Demo – Introducing the software tools used in the course (Description).html (0.8 KB)
• 5 - Demo – Introducing the software tools used in the course.mp4 (65.1 MB)
10 - Applying GenAI in Industry Use Cases
• 38 - Section Introduction (Description).html (0.7 KB)
• 38 - Section Introduction.mp4 (43.5 MB)
• 39 - Real-World Applications of GenAI in Analytics (Description).html (0.8 KB)
• 39 - Real-World Applications of GenAI in Analytics.mp4 (62.0 MB)
• 40 - Demo – Gemini Industry Case Simulation (Description).html (0.8 KB)
• 40 - Demo – Gemini Industry Case Simulation.mp4 (86.4 MB)
• 41 - Demo – ChatGPT as an Analyst Advisor (Description).html (0.8 KB)
• 41 - Demo – ChatGPT as an Analyst Advisor.mp4 (113.5 MB)
11 - Implementing Governance Practices Enhanced by GenAI
• 42 - GenAI Governance Across CRISP-DM (Description).html (0.7 KB)
• 42 - GenAI Governance Across CRISP-DM.mp4 (20.2 MB)
• 43 - Demo – Gemini for Audit and Controls (Description).html (0.7 KB)
• 43 - Demo – Gemini for Audit and Controls.mp4 (47.4 MB)
• 44 - Demo – ChatGPT for Auditing Prompts & Outputs (Description).html (0.8 KB)
• 44 - Demo – ChatGPT for Auditing Prompts & Outputs.mp4 (59.7 MB)
12 - Integrating GenAI into the Modern Analytics Stack
• 4 - Integrating GenAI into the Modern Analytics Stack.html (38.0 KB)
• 45 - Embedding GenAI Across CRISP-DM (Description).html (0.7 KB)
• 45 - Embedding GenAI Across CRISP-DM.mp4 (22.5 MB)
• 46 - Demo – End-to-End Workflow (Gemini) (Description).html (0.8 KB)
• 46 - Demo – End-to-End Workflow (Gemini).mp4 (66.2 MB)
• 47 - Section Wrap-Up Wrap-Up Best Practices for Scaling and Future Readiness (Description).html (0.8 KB)
• 47 - Section Wrap-Up Wrap-Up Best Practices for Scaling and Future Readiness.mp4 (70.6 MB)
• 48 - Whitepaper – Perspective on Issues in AI Governance.html (6.2 KB)
• 49 - Hands on Learning Apply GenAI Tools End-to-End Execute, Govern, and Critique.html (5.6 KB)
• 49 - Module_4_Hands-on-Lab v2.pdf (242.6 KB)
• 50 - Course Wrap-Up (Description).html (0.7 KB)
• 50 - Course Wrap-Up.mp4 (31.5 MB)
• 51 - Course_End_Project v2.pdf (283.4 KB)
• 51 - Project Driving Successful Data Analytics with Generative AI.html (5.9 KB)
2 - Prompting Techniques to Generate SQL Queries and Python Code
• 6 - Why Prompt Design Matters (Description).html (0.7 KB)
• 6 - Why Prompt Design Matters.mp4 (28.7 MB)
• 7 - Demo – ChatGPT for Problem Framing (Description).html (0.7 KB)
• 7 - Demo – ChatGPT for Problem Framing.mp4 (72.9 MB)
• 8 - Demo – Gemini for code generation (Description).html (0.8 KB)
• 8 - Demo – Gemini for code generation.mp4 (88.1 MB)
3 - Tools and Setup for Analyst Workflows
• 1 - Tools and Setup for Analyst Workflows.html (33.3 KB)
• 10 - Demo – Setting Up Gemini in Colab (Description).html (0.7 KB)
• 10 - Demo – Setting Up Gemini in Colab.mp4 (100.5 MB)
• 11 - Section Wrap-Up – LLMs as Analyst Thinking Partners (Description).html (0.8 KB)
• 11 - Section Wrap-Up – LLMs as Analyst Thinking Partners.mp4 (51.6 MB)
• 12 - A Primer on Generative AI.html (6.0 KB)
• 13 - Hands on Learning From Business Problem → Prompt → First SQL + Python Insight.html (5.6 KB)
• 13 - Module_1_Hands-on-Lab v2.pdf (242.9 KB)
• 9 - LLM Modes – Exploration, Validation, Execution, Communication (Description).html (0.8 KB)
• 9 - LLM Modes – Exploration, Validation, Execution, Communication.mp4 (42.4 MB)
4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery
• 14 - Section Introduction (Description).html (0.7 KB)
• 14 - Section Introduction.mp4 (46.5 MB)
• 15 - How LLMs Support Business and Data Understanding (Description).html (0.8 KB)
• 15 - How LLMs Support Business and Data Understanding.mp4 (57.9 MB)
• 16 - Demo – ChatGPT for Exploring Data based on Domain Knowledge (Description).html (0.8 KB)
• 16 - Demo – ChatGPT for Exploring Data based on Domain Knowledge.mp4 (56.3 MB)
• 17 - Demo – Gemini structures analytics from EDA and domain knowledge (Description).html (0.9 KB)
• 17 - Demo – Gemini structures analytics from EDA and domain knowledge.mp4 (90.4 MB)
5 - Extracting Meaningful Patterns and Insights from Data Sets
• 18 - Linking Business Goals to Data and Models (Description).html (0.8 KB)
• 18 - Linking Business Goals to Data and Models.mp4 (56.2 MB)
• 19 - Demo – ChatGPT for Prompt Iteration (Description).html (0.7 KB)
• 19 - Demo – ChatGPT for Prompt Iteration.mp4 (39.6 MB)
• 20 - Gemini for Generating SQL Queries and Python code (Description).html (0.8 KB)
• 20 - Gemini for Generating SQL Queries and Python code.mp4 (84.4 MB)
6 - Generating Actionable Narratives from Analytical Findings
• 2 - Generating Actionable Narratives from Analytical Findings.html (33.7 KB)
• 21 - Profiling and Exploring Data with AI (Description).html (0.8 KB)
• 21 - Profiling and Exploring Data with AI.mp4 (72.3 MB)
• 22 - Demo – Gemini in Colab for Data Summaries (Description).html (0.8 KB)
• 22 - Demo – Gemini in Colab for Data Summaries.mp4 (76.6 MB)
• 23 - Demo – Gemini in Colab for Communicating Narraitives (Description).html (0.8 KB)
• 23 - Demo – Gemini in Colab for Communicating Narraitives.mp4 (102.1 MB)
• 24 - Realising the Promises of Artificial Intelligence in Manufacturing by Enhancing.html (6.3 KB)
• 25 - Hands on Learning Staff Utilization vs Margin Analysis.html (5.6 KB)
• 25 - Module_2_Hands-on-Lab v2.pdf (217.5 KB)
7 - Modeling with GenAI
• 26 - Section Introduction (Description).html (0.7 KB)