[ WebToolTip.com ] Udemy - GenAI for Data and Analytics Professionals

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Files (104)

Get Bonus Downloads Here.url

180 Bytes

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103 files • 2.48 GB

1 - Understanding how GenAI transforms data analytics workflows

10 files • 253.51 MB

1 - Course Welcome and Goals (Description).html

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/1 - Course Welcome and Goals (Description).html

983 Bytes

1 - Course Welcome and Goals.mp4

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/1 - Course Welcome and Goals.mp4

46.38 MB

2 - Section Introduction (Description).html

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/2 - Section Introduction (Description).html

707 Bytes

2 - Section Introduction.mp4

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/2 - Section Introduction.mp4

86.15 MB

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

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/3 - Introduction to GenAI for Analytics (Description).html

757 Bytes

3 - Introduction to GenAI for Analytics.mp4

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/3 - Introduction to GenAI for Analytics.mp4

28.12 MB

4 - Understanding Analytics Workflows (Description).html

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/4 - Understanding Analytics Workflows (Description).html

816 Bytes

4 - Understanding Analytics Workflows.mp4

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/4 - Understanding Analytics Workflows.mp4

27.76 MB

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

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/5 - Demo – Introducing the software tools used in the course (Description).html

838 Bytes

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

~Get Your Files Here !/1 - Understanding how GenAI transforms data analytics workflows/5 - Demo – Introducing the software tools used in the course.mp4

65.1 MB

10 - Applying GenAI in Industry Use Cases

8 files • 305.42 MB

38 - Section Introduction (Description).html

~Get Your Files Here !/10 - Applying GenAI in Industry Use Cases/38 - Section Introduction (Description).html

717 Bytes

38 - Section Introduction.mp4

~Get Your Files Here !/10 - Applying GenAI in Industry Use Cases/38 - Section Introduction.mp4

43.54 MB

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

~Get Your Files Here !/10 - Applying GenAI in Industry Use Cases/39 - Real-World Applications of GenAI in Analytics (Description).html

782 Bytes

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

~Get Your Files Here !/10 - Applying GenAI in Industry Use Cases/39 - Real-World Applications of GenAI in Analytics.mp4

62 MB

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

~Get Your Files Here !/10 - Applying GenAI in Industry Use Cases/40 - Demo – Gemini Industry Case Simulation (Description).html

781 Bytes

40 - Demo – Gemini Industry Case Simulation.mp4

~Get Your Files Here !/10 - Applying GenAI in Industry Use Cases/40 - Demo – Gemini Industry Case Simulation.mp4

86.39 MB

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

~Get Your Files Here !/10 - Applying GenAI in Industry Use Cases/41 - Demo – ChatGPT as an Analyst Advisor (Description).html

770 Bytes

41 - Demo – ChatGPT as an Analyst Advisor.mp4

~Get Your Files Here !/10 - Applying GenAI in Industry Use Cases/41 - Demo – ChatGPT as an Analyst Advisor.mp4

113.48 MB

11 - Implementing Governance Practices Enhanced by GenAI

6 files • 127.31 MB

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

~Get Your Files Here !/11 - Implementing Governance Practices Enhanced by GenAI/42 - GenAI Governance Across CRISP-DM (Description).html

746 Bytes

42 - GenAI Governance Across CRISP-DM.mp4

~Get Your Files Here !/11 - Implementing Governance Practices Enhanced by GenAI/42 - GenAI Governance Across CRISP-DM.mp4

20.2 MB

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

~Get Your Files Here !/11 - Implementing Governance Practices Enhanced by GenAI/43 - Demo – Gemini for Audit and Controls (Description).html

763 Bytes

43 - Demo – Gemini for Audit and Controls.mp4

~Get Your Files Here !/11 - Implementing Governance Practices Enhanced by GenAI/43 - Demo – Gemini for Audit and Controls.mp4

47.43 MB

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

~Get Your Files Here !/11 - Implementing Governance Practices Enhanced by GenAI/44 - Demo – ChatGPT for Auditing Prompts & Outputs (Description).html

783 Bytes

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

~Get Your Files Here !/11 - Implementing Governance Practices Enhanced by GenAI/44 - Demo – ChatGPT for Auditing Prompts & Outputs.mp4

59.67 MB

12 - Integrating GenAI into the Modern Analytics Stack

14 files • 191.35 MB

4 - Integrating GenAI into the Modern Analytics Stack.html

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/4 - Integrating GenAI into the Modern Analytics Stack.html

37.98 KB

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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/45 - Embedding GenAI Across CRISP-DM (Description).html

732 Bytes

45 - Embedding GenAI Across CRISP-DM.mp4

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/45 - Embedding GenAI Across CRISP-DM.mp4

22.53 MB

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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/46 - Demo – End-to-End Workflow (Gemini) (Description).html

780 Bytes

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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/46 - Demo – End-to-End Workflow (Gemini).mp4

66.17 MB

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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/47 - Section Wrap-Up Wrap-Up Best Practices for Scaling and Future Readiness (Description).html

833 Bytes

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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/48 - Whitepaper – Perspective on Issues in AI Governance.html

6.18 KB

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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/49 - Module_4_Hands-on-Lab v2.pdf

242.6 KB

50 - Course Wrap-Up (Description).html

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/50 - Course Wrap-Up (Description).html

719 Bytes

50 - Course Wrap-Up.mp4

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/50 - Course Wrap-Up.mp4

31.48 MB

51 - Course_End_Project v2.pdf

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/51 - Course_End_Project v2.pdf

283.37 KB

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

~Get Your Files Here !/12 - Integrating GenAI into the Modern Analytics Stack/51 - Project Driving Successful Data Analytics with Generative AI.html

5.87 KB

2 - Prompting Techniques to Generate SQL Queries and Python Code

6 files • 189.74 MB

6 - Why Prompt Design Matters (Description).html

~Get Your Files Here !/2 - Prompting Techniques to Generate SQL Queries and Python Code/6 - Why Prompt Design Matters (Description).html

720 Bytes

6 - Why Prompt Design Matters.mp4

~Get Your Files Here !/2 - Prompting Techniques to Generate SQL Queries and Python Code/6 - Why Prompt Design Matters.mp4

28.69 MB

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

~Get Your Files Here !/2 - Prompting Techniques to Generate SQL Queries and Python Code/7 - Demo – ChatGPT for Problem Framing (Description).html

745 Bytes

7 - Demo – ChatGPT for Problem Framing.mp4

~Get Your Files Here !/2 - Prompting Techniques to Generate SQL Queries and Python Code/7 - Demo – ChatGPT for Problem Framing.mp4

72.91 MB

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

~Get Your Files Here !/2 - Prompting Techniques to Generate SQL Queries and Python Code/8 - Demo – Gemini for code generation (Description).html

801 Bytes

8 - Demo – Gemini for code generation.mp4

~Get Your Files Here !/2 - Prompting Techniques to Generate SQL Queries and Python Code/8 - Demo – Gemini for code generation.mp4

88.14 MB

3 - Tools and Setup for Analyst Workflows

10 files • 194.73 MB

1 - Tools and Setup for Analyst Workflows.html

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/1 - Tools and Setup for Analyst Workflows.html

33.33 KB

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

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/10 - Demo – Setting Up Gemini in Colab (Description).html

763 Bytes

10 - Demo – Setting Up Gemini in Colab.mp4

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/10 - Demo – Setting Up Gemini in Colab.mp4

100.52 MB

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

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/11 - Section Wrap-Up – LLMs as Analyst Thinking Partners (Description).html

808 Bytes

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

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/11 - Section Wrap-Up – LLMs as Analyst Thinking Partners.mp4

51.55 MB

12 - A Primer on Generative AI.html

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/12 - A Primer on Generative AI.html

5.97 KB

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

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/13 - Hands on Learning From Business Problem → Prompt → First SQL + Python Insight.html

5.64 KB

13 - Module_1_Hands-on-Lab v2.pdf

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/13 - Module_1_Hands-on-Lab v2.pdf

242.92 KB

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

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/9 - LLM Modes – Exploration, Validation, Execution, Communication (Description).html

809 Bytes

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

~Get Your Files Here !/3 - Tools and Setup for Analyst Workflows/9 - LLM Modes – Exploration, Validation, Execution, Communication.mp4

42.37 MB

4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery

8 files • 251.2 MB

14 - Section Introduction (Description).html

~Get Your Files Here !/4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery/14 - Section Introduction (Description).html

678 Bytes

14 - Section Introduction.mp4

~Get Your Files Here !/4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery/14 - Section Introduction.mp4

46.48 MB

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

~Get Your Files Here !/4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery/15 - How LLMs Support Business and Data Understanding (Description).html

846 Bytes

15 - How LLMs Support Business and Data Understanding.mp4

~Get Your Files Here !/4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery/15 - How LLMs Support Business and Data Understanding.mp4

57.94 MB

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

~Get Your Files Here !/4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery/16 - Demo – ChatGPT for Exploring Data based on Domain Knowledge (Description).html

808 Bytes

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

~Get Your Files Here !/4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery/16 - Demo – ChatGPT for Exploring Data based on Domain Knowledge.mp4

56.34 MB

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

~Get Your Files Here !/4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery/17 - Demo – Gemini structures analytics from EDA and domain knowledge (Description).html

876 Bytes

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

~Get Your Files Here !/4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery/17 - Demo – Gemini structures analytics from EDA and domain knowledge.mp4

90.44 MB

5 - Extracting Meaningful Patterns and Insights from Data Sets

6 files • 180.17 MB

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

~Get Your Files Here !/5 - Extracting Meaningful Patterns and Insights from Data Sets/18 - Linking Business Goals to Data and Models (Description).html

771 Bytes

18 - Linking Business Goals to Data and Models.mp4

~Get Your Files Here !/5 - Extracting Meaningful Patterns and Insights from Data Sets/18 - Linking Business Goals to Data and Models.mp4

56.23 MB

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

~Get Your Files Here !/5 - Extracting Meaningful Patterns and Insights from Data Sets/19 - Demo – ChatGPT for Prompt Iteration (Description).html

745 Bytes

19 - Demo – ChatGPT for Prompt Iteration.mp4

~Get Your Files Here !/5 - Extracting Meaningful Patterns and Insights from Data Sets/19 - Demo – ChatGPT for Prompt Iteration.mp4

39.58 MB

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

~Get Your Files Here !/5 - Extracting Meaningful Patterns and Insights from Data Sets/20 - Gemini for Generating SQL Queries and Python code (Description).html

801 Bytes

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

~Get Your Files Here !/5 - Extracting Meaningful Patterns and Insights from Data Sets/20 - Gemini for Generating SQL Queries and Python code.mp4

84.36 MB

6 - Generating Actionable Narratives from Analytical Findings

10 files • 251.2 MB

2 - Generating Actionable Narratives from Analytical Findings.html

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/2 - Generating Actionable Narratives from Analytical Findings.html

33.68 KB

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

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/21 - Profiling and Exploring Data with AI (Description).html

771 Bytes

21 - Profiling and Exploring Data with AI.mp4

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/21 - Profiling and Exploring Data with AI.mp4

72.31 MB

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

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/22 - Demo – Gemini in Colab for Data Summaries (Description).html

771 Bytes

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

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/22 - Demo – Gemini in Colab for Data Summaries.mp4

76.56 MB

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

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/23 - Demo – Gemini in Colab for Communicating Narraitives (Description).html

794 Bytes

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

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/23 - Demo – Gemini in Colab for Communicating Narraitives.mp4

102.07 MB

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

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/24 - Realising the Promises of Artificial Intelligence in Manufacturing by Enhancing.html

6.28 KB

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

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/25 - Hands on Learning Staff Utilization vs Margin Analysis.html

5.56 KB

25 - Module_2_Hands-on-Lab v2.pdf

~Get Your Files Here !/6 - Generating Actionable Narratives from Analytical Findings/25 - Module_2_Hands-on-Lab v2.pdf

217.48 KB

7 - Modeling with GenAI

8 files • 207.93 MB

26 - Section Introduction (Description).html

~Get Your Files Here !/7 - Modeling with GenAI/26 - Section Introduction (Description).html

694 Bytes

26 - Section Introduction.mp4

~Get Your Files Here !/7 - Modeling with GenAI/26 - Section Introduction.mp4

26.88 MB

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

~Get Your Files Here !/7 - Modeling with GenAI/27 - Principles of Modeling in Analytics Workflows (Description).html

800 Bytes

27 - Principles of Modeling in Analytics Workflows.mp4

~Get Your Files Here !/7 - Modeling with GenAI/27 - Principles of Modeling in Analytics Workflows.mp4

25.63 MB

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

~Get Your Files Here !/7 - Modeling with GenAI/28 - Demo – Gemini in Colab for Predictive Modeling (Description).html

799 Bytes

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

~Get Your Files Here !/7 - Modeling with GenAI/28 - Demo – Gemini in Colab for Predictive Modeling.mp4

85.43 MB

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

~Get Your Files Here !/7 - Modeling with GenAI/29 - Demo – ChatGPT for Model Interpretation (Description).html

784 Bytes

29 - Demo – ChatGPT for Model Interpretation.mp4

~Get Your Files Here !/7 - Modeling with GenAI/29 - Demo – ChatGPT for Model Interpretation.mp4

69.98 MB

8 - Evaluating Models and Outputs

6 files • 175.96 MB

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

~Get Your Files Here !/8 - Evaluating Models and Outputs/30 - Accuracy, Explainability, and Trust in GenAI Outputs (Description).html

803 Bytes

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

~Get Your Files Here !/8 - Evaluating Models and Outputs/30 - Accuracy, Explainability, and Trust in GenAI Outputs.mp4

24.97 MB

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

~Get Your Files Here !/8 - Evaluating Models and Outputs/31 - Demo – Gemini for Model Validation (Description).html

751 Bytes

31 - Demo – Gemini for Model Validation.mp4

~Get Your Files Here !/8 - Evaluating Models and Outputs/31 - Demo – Gemini for Model Validation.mp4

67.86 MB

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

~Get Your Files Here !/8 - Evaluating Models and Outputs/32 - Demo – ChatGPT for Critiquing Outputs (Description).html

776 Bytes

32 - Demo – ChatGPT for Critiquing Outputs.mp4

~Get Your Files Here !/8 - Evaluating Models and Outputs/32 - Demo – ChatGPT for Critiquing Outputs.mp4

83.12 MB

9 - Generating Actionable Insights

10 files • 211.03 MB

3 - Generating Actionable Insights.html

~Get Your Files Here !/9 - Generating Actionable Insights/3 - Generating Actionable Insights.html

32.92 KB

33 - From Models to Insights – The Analyst’s Role (Description).html

~Get Your Files Here !/9 - Generating Actionable Insights/33 - From Models to Insights – The Analyst’s Role (Description).html

790 Bytes

33 - From Models to Insights – The Analyst’s Role.mp4

~Get Your Files Here !/9 - Generating Actionable Insights/33 - From Models to Insights – The Analyst’s Role.mp4

20.92 MB

34 - Demo – Google Colab for Automated Reports (Description).html

~Get Your Files Here !/9 - Generating Actionable Insights/34 - Demo – Google Colab for Automated Reports (Description).html

778 Bytes

34 - Demo – Google Colab for Automated Reports.mp4

~Get Your Files Here !/9 - Generating Actionable Insights/34 - Demo – Google Colab for Automated Reports.mp4

55.57 MB

35 - Demo – ChatGPT and Google Colab for Stakeholder Communication (Description).html

~Get Your Files Here !/9 - Generating Actionable Insights/35 - Demo – ChatGPT and Google Colab for Stakeholder Communication (Description).html

844 Bytes

35 - Demo – ChatGPT and Google Colab for Stakeholder Communication.mp4

~Get Your Files Here !/9 - Generating Actionable Insights/35 - Demo – ChatGPT and Google Colab for Stakeholder Communication.mp4

134.3 MB

36 - The Future of Data Storytelling.html

~Get Your Files Here !/9 - Generating Actionable Insights/36 - The Future of Data Storytelling.html

6.09 KB

37 - Hands on Learning Build, Validate, and Report Model Insights.html

~Get Your Files Here !/9 - Generating Actionable Insights/37 - Hands on Learning Build, Validate, and Report Model Insights.html

5.59 KB

37 - Module_3_Hands-on-Lab v2.pdf

~Get Your Files Here !/9 - Generating Actionable Insights/37 - Module_3_Hands-on-Lab v2.pdf

211.39 KB

Bonus Resources.txt

~Get Your Files Here !/Bonus Resources.txt

70 Bytes

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