Download Udemy - GenAI for Data and Analytics Professionals Torrent

Torrent Contents Size: 2.5 GB

Udemy - GenAI for Data and Analytics Professionals

Bonus Resources.txt

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1 - Understanding how GenAI transforms data analytics workflows

1 - Course Welcome and Goals (Description).html

HTML

1 KB

1 - Course Welcome and Goals.mp4

MP4

46.4 MB

10 - Applying GenAI in Industry Use Cases

11 - Implementing Governance Practices Enhanced by GenAI

12 - Integrating GenAI into the Modern Analytics Stack

2 - Prompting Techniques to Generate SQL Queries and Python Code

3 - Tools and Setup for Analyst Workflows

1 - Tools and Setup for Analyst Workflows.html

HTML

33.3 KB

10 - Demo – Setting Up Gemini in Colab (Description).html

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716.8 B

10 - Demo – Setting Up Gemini in Colab.mp4

MP4

100.5 MB

11 - Section Wrap-Up – LLMs as Analyst Thinking Partners (Description).html

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819.2 B

11 - Section Wrap-Up – LLMs as Analyst Thinking Partners.mp4

MP4

51.6 MB

12 - A Primer on Generative AI.html

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6 KB

13 - Hands on Learning From Business Problem → Prompt → First SQL + Python Insight.html

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5.6 KB

13 - Module_1_Hands-on-Lab v2.pdf

PDF

242.9 KB

4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery

14 - Section Introduction (Description).html

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716.8 B

14 - Section Introduction.mp4

MP4

46.5 MB

15 - How LLMs Support Business and Data Understanding (Description).html

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819.2 B

15 - How LLMs Support Business and Data Understanding.mp4

MP4

57.9 MB

16 - Demo – ChatGPT for Exploring Data based on Domain Knowledge (Description).html

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819.2 B

16 - Demo – ChatGPT for Exploring Data based on Domain Knowledge.mp4

MP4

56.3 MB

17 - Demo – Gemini structures analytics from EDA and domain knowledge (Description).html

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921.6 B

17 - Demo – Gemini structures analytics from EDA and domain knowledge.mp4

MP4

90.4 MB

5 - Extracting Meaningful Patterns and Insights from Data Sets

18 - Linking Business Goals to Data and Models (Description).html

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819.2 B

18 - Linking Business Goals to Data and Models.mp4

MP4

56.2 MB

19 - Demo – ChatGPT for Prompt Iteration (Description).html

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716.8 B

19 - Demo – ChatGPT for Prompt Iteration.mp4

MP4

39.6 MB

20 - Gemini for Generating SQL Queries and Python code (Description).html

HTML

819.2 B

20 - Gemini for Generating SQL Queries and Python code.mp4

MP4

84.4 MB

6 - Generating Actionable Narratives from Analytical Findings

2 - Generating Actionable Narratives from Analytical Findings.html

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33.7 KB

21 - Profiling and Exploring Data with AI (Description).html

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819.2 B

21 - Profiling and Exploring Data with AI.mp4

MP4

72.3 MB

22 - Demo – Gemini in Colab for Data Summaries (Description).html

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819.2 B

22 - Demo – Gemini in Colab for Data Summaries.mp4

MP4

76.6 MB

23 - Demo – Gemini in Colab for Communicating Narraitives (Description).html

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819.2 B

23 - Demo – Gemini in Colab for Communicating Narraitives.mp4

MP4

102.1 MB

24 - Realising the Promises of Artificial Intelligence in Manufacturing by Enhancing.html

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6.3 KB

25 - Hands on Learning Staff Utilization vs Margin Analysis.html

HTML

5.6 KB

25 - Module_2_Hands-on-Lab v2.pdf

PDF

217.5 KB

7 - Modeling with GenAI

26 - Section Introduction (Description).html

HTML

716.8 B

26 - Section Introduction.mp4

MP4

26.9 MB

27 - Principles of Modeling in Analytics Workflows (Description).html

HTML

819.2 B

27 - Principles of Modeling in Analytics Workflows.mp4

MP4

25.6 MB

28 - Demo – Gemini in Colab for Predictive Modeling (Description).html

HTML

819.2 B

28 - Demo – Gemini in Colab for Predictive Modeling.mp4

MP4

85.4 MB

29 - Demo – ChatGPT for Model Interpretation (Description).html

HTML

819.2 B

29 - Demo – ChatGPT for Model Interpretation.mp4

MP4

70 MB

8 - Evaluating Models and Outputs

30 - Accuracy, Explainability, and Trust in GenAI Outputs (Description).html

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819.2 B

30 - Accuracy, Explainability, and Trust in GenAI Outputs.mp4

MP4

25 MB

31 - Demo – Gemini for Model Validation (Description).html

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716.8 B

31 - Demo – Gemini for Model Validation.mp4

MP4

67.9 MB

32 - Demo – ChatGPT for Critiquing Outputs (Description).html

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819.2 B

32 - Demo – ChatGPT for Critiquing Outputs.mp4

MP4

83.1 MB

9 - Generating Actionable Insights

3 - Generating Actionable Insights.html	HTML	32.9 KB
33 - From Models to Insights – The Analyst’s Role (Description).html	HTML	819.2 B
33 - From Models to Insights – The Analyst’s Role.mp4	MP4	20.9 MB
34 - Demo – Google Colab for Automated Reports (Description).html	HTML	819.2 B
34 - Demo – Google Colab for Automated Reports.mp4	MP4	55.6 MB
35 - Demo – ChatGPT and Google Colab for Stakeholder Communication (Description).html	HTML	819.2 B
35 - Demo – ChatGPT and Google Colab for Stakeholder Communication.mp4	MP4	134.3 MB
36 - The Future of Data Storytelling.html	HTML	6.1 KB
37 - Hands on Learning Build, Validate, and Report Model Insights.html	HTML	5.6 KB
37 - Module_3_Hands-on-Lab v2.pdf	PDF	211.4 KB

9 - LLM Modes – Exploration, Validation, Execution, Communication (Description).html

HTML

819.2 B

9 - LLM Modes – Exploration, Validation, Execution, Communication.mp4

MP4

42.4 MB

6 - Why Prompt Design Matters (Description).html

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716.8 B

6 - Why Prompt Design Matters.mp4

MP4

28.7 MB

7 - Demo – ChatGPT for Problem Framing (Description).html

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716.8 B

7 - Demo – ChatGPT for Problem Framing.mp4

MP4

72.9 MB

8 - Demo – Gemini for code generation (Description).html

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819.2 B

8 - Demo – Gemini for code generation.mp4

MP4

88.1 MB

4 - Integrating GenAI into the Modern Analytics Stack.html

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38 KB

45 - Embedding GenAI Across CRISP-DM (Description).html

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716.8 B

45 - Embedding GenAI Across CRISP-DM.mp4

MP4

22.5 MB

46 - Demo – End-to-End Workflow (Gemini) (Description).html

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819.2 B

46 - Demo – End-to-End Workflow (Gemini).mp4

MP4

66.2 MB

47 - Section Wrap-Up Wrap-Up Best Practices for Scaling and Future Readiness (Description).html

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819.2 B

47 - Section Wrap-Up Wrap-Up Best Practices for Scaling and Future Readiness.mp4

MP4

70.6 MB

48 - Whitepaper – Perspective on Issues in AI Governance.html

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6.2 KB

49 - Hands on Learning Apply GenAI Tools End-to-End Execute, Govern, and Critique.html

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5.6 KB

49 - Module_4_Hands-on-Lab v2.pdf

PDF

242.6 KB

50 - Course Wrap-Up (Description).html

HTML

716.8 B

50 - Course Wrap-Up.mp4

MP4

31.5 MB

51 - Course_End_Project v2.pdf

PDF

283.4 KB

51 - Project Driving Successful Data Analytics with Generative AI.html

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5.9 KB

42 - GenAI Governance Across CRISP-DM (Description).html

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716.8 B

42 - GenAI Governance Across CRISP-DM.mp4

MP4

20.2 MB

43 - Demo – Gemini for Audit and Controls (Description).html

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716.8 B

43 - Demo – Gemini for Audit and Controls.mp4

MP4

47.4 MB

44 - Demo – ChatGPT for Auditing Prompts & Outputs (Description).html

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819.2 B

44 - Demo – ChatGPT for Auditing Prompts & Outputs.mp4

MP4

59.7 MB

38 - Section Introduction (Description).html

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716.8 B

38 - Section Introduction.mp4

MP4

43.5 MB

39 - Real-World Applications of GenAI in Analytics (Description).html

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819.2 B

39 - Real-World Applications of GenAI in Analytics.mp4

MP4

62 MB

40 - Demo – Gemini Industry Case Simulation (Description).html

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819.2 B

40 - Demo – Gemini Industry Case Simulation.mp4

MP4

86.4 MB

41 - Demo – ChatGPT as an Analyst Advisor (Description).html

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819.2 B

41 - Demo – ChatGPT as an Analyst Advisor.mp4

MP4

113.5 MB

2 - Section Introduction (Description).html

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716.8 B

2 - Section Introduction.mp4

MP4

86.1 MB

3 - Introduction to GenAI for Analytics (Description).html

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716.8 B

3 - Introduction to GenAI for Analytics.mp4

MP4

28.1 MB

4 - Understanding Analytics Workflows (Description).html

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819.2 B

4 - Understanding Analytics Workflows.mp4

MP4

27.8 MB

5 - Demo – Introducing the software tools used in the course (Description).html

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819.2 B

5 - Demo – Introducing the software tools used in the course.mp4

MP4

65.1 MB

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Udemy - GenAI for Data and Analytics Professionals

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