| 1 - Auto-building Recommendation Systems with Generative AI.html | 3.5 KB | ||
| 1 - Auto-documenting Analytics Projects, Pipelines, and Codebases.html | 3.4 KB | ||
| 1 - Auto-generating Business Recommendations from Analytics.html | 3.3 KB | ||
| 1 - Auto-generating Data Pipelines and ETL Workflows with GenAI.html | 3.3 KB | ||
| 1 - Auto-generating Descriptive Statistics and Summaries.html | 3 KB | ||
| 1 - Auto-generating Executive-Level EDA Summaries.html | 3.2 KB | ||
| 1 - Auto-generating KPI Dashboards (Tableau, Power BI).html | 3.3 KB | ||
| 1 - Auto-generating Model Performance Reports.html | 3.1 KB | ||
| 1 - Auto-generating Python Scripts for Data Analysis.html | 3.2 KB | ||
| 1 - Automated Root Cause Analysis for Business Events Using GenAI.html | 3.5 KB | ||
| 1 - Automating Feature Importance Explanations.html | 3.1 KB | ||
| 1 - Automating Missing Value Imputation with GenAI.html | 3.2 KB | ||
| 1 - Building End-to-End Analytics Automation Agents (EDA + Modeling + Reporting).html | 3.7 KB | ||
| 1 - Building Risk Models and Contingency Plans.html | 3.3 KB | ||
| 1 - Building Self-Service Q&A Systems for BI Users.html | 3.4 KB | ||
| 1 - Building Transparent Models for Business Stakeholders.html | 3.3 KB | ||
| 1 - Churn Prediction and Retention Strategy Recommendations.html | 3.4 KB | ||
| 1 - Conversational Analytics with GenAI-powered BI Tools.html | 3.4 KB | ||
| 1 - Correlation Analysis and Feature Relationships.html | 3.2 KB | ||
| 1 - Creating Data Visualizations with GenAI Prompts.html | 2.8 KB | ||
| 1 - Creating Data-Driven Strategic Decision Trees with GenAI.html | 3.5 KB | ||
| 1 - Creating Ensemble Models through GenAI Instructions.html | 3.2 KB | ||
| 1 - Creating Synthetic Datasets for Testing and Modeling.html | 3.3 KB | ||
| 1 - Customer Lifetime Value (CLV) Prediction Using GenAI.html | 3.2 KB | ||
| 1 - Customer Segmentation and Clustering using GenAI.html | 3.3 KB | ||
| 1 - Data File Used in Course.html | 102.4 B | ||
| 1 - Data Normalization and Standardization via Prompts.html | 3 KB | ||
| 1 - Duplicate Detection and Removal through GenAI.html | 3 KB | ||
| 1 - Dynamic Report Writing from Analytical Outputs.html | 3.2 KB | ||
| 1 - Encoding Categorical Data Using GenAI Suggestions.html | 2.9 KB | ||
| 1 - Explaining Predictions with SHAP and LIME via Prompts.html | 3.2 KB | ||
| 1 - Feature Creation and Transformation with GenAI.html | 3.1 KB | ||
| 1 - Feature Selection and Dimensionality Reduction.html | 3.1 KB | ||
| 1 - Fraud Detection and Anomaly Identification.html | 3.2 KB | ||
| 1 - Generating Balanced Datasets to Handle Class Imbalance.html | 3.2 KB | ||
| 1 - Graph Analytics and Network Data Modeling with GenAI.html | 3.3 KB | ||
| 1 - Identifying and Handling Model Drift with GenAI.html | 3.1 KB | ||
| 1 - Image Data Analysis and Preprocessing with GenAI Prompts.html | 3.3 KB | ||
| 1 - Integrating GenAI into AB Testing and Experiment Design.html | 3.4 KB | ||
| 1 - Interactive Data Storytelling and Narratives.html | 3.5 KB | ||
| 1 - Market Basket Analysis and Recommendation Systems.html | 3.2 KB | ||
| 1 - Model Hyperparameter Tuning and Optimization.html | 3.2 KB | ||
| 1 - Natural Language to SQL Query Generation.html | 2.9 KB | ||
| 1 - Outlier Detection and Correction using GenAI.html | 3 KB | ||
| 1 - Privacy-Preserving Data Generation Techniques.html | 3.2 KB | ||
| 1 - Prompting GenAI for Classification Model Development.html | 3.1 KB | ||
| 1 - Prompting GenAI for Regression Model Development.html | 3.1 KB | ||
| 1 - Prompts Used in Live Demos.html | 0 B | ||
| 1 - Real-Time Analytics Automation Using Streaming Data and GenAI.html | 3.4 KB | ||
| 1 - Risk Scoring and Probability Interpretation.html | 3 KB | ||
| 1 - Sales Forecasting and Inventory Planning.html | 3.2 KB | ||
| 1 - Sensitivity Analysis and What-If Scenario Generation.html | 3.4 KB | ||
| 1 - Simulating Business Scenarios with Generative AI.html | 3.3 KB | ||
| 1 - Stress-testing Predictive Models Using Synthetic Data.html | 3.4 KB | ||
| 1 - Synthetic Feature Generation (Interaction Terms, Ratios).html | 3.2 KB | ||
| 1 - Text Analytics and NLP for Data Analysts (Summarization, Classification).html | 3.3 KB | ||
| 1 - Time-Series Forecasting with GenAI (ARIMA, Prophet, LSTM).html | 3.1 KB | ||
| 1 - Trend and Anomaly Detection in Datasets.html | 3.1 KB | ||
| 1 - Using GenAI for Data Cleaning and Preprocessing.html | 3.1 KB | ||
| 1 - Using Synthetic Data for Simulation Studies.html | 3.2 KB | ||
| 1 -Auto-generating business reports and executive summaries from raw data.mp4 | 19.7 MB | ||
| 1 -Automating missing value imputation, duplicate detection, and normalization.mp4 | 21 MB | ||
| 1 -Crafting narratives from analytical insights using GenAI.mp4 | 21.6 MB | ||
| 1 -Generating visualizations, descriptive summaries, and correlation insights.mp4 | 21.1 MB | ||
| 1 -Prompt engineering for analytics tasks.mp4 | 18.4 MB | ||
| 1 -Prompting GenAI for anomaly detection beyond traditional methods.mp4 | 18.5 MB | ||
| 1 -Prompting GenAI to explain model predictions to non-technical audiences.mp4 | 15.3 MB | ||
| 1 -Prompting GenAI to suggest predictive models (regression, classification).mp4 | 12.5 MB | ||
| 1 -Prompts used in Live Demos.docx | 19.1 KB | ||
| 1 -Synthetic_Customer_Analytics_Dataset.csv | 62 KB | ||
| 1 -Using GenAI to automate end-to-end analytics pipelines.mp4 | 13.6 MB | ||
| 1 -What is Generative AI and How It Works.mp4 | 22.8 MB | ||
| 2 - Auto-generating actionable business recommendations.html | 2.7 KB | ||
| 2 - Building effective prompts for dataset cleaning.html | 2.4 KB | ||
| 2 -Auto-scheduling EDA, reports, and dashboards with GenAI APIs.mp4 | 15.1 MB | ||
| 2 -Detecting schema drift, data drift, and concept drift using GenAI.mp4 | 12.2 MB | ||
| 2 -Few-shot prompting, chain-of-thought, and tree-of-thought prompting.mp4 | 20.1 MB | ||
| 2 -Prompt strategies for highlighting trends, drivers, and recommendations.mp4 | 17.7 MB | ||
| 2 -Prompting GenAI to create Tableau, Power BI, and Looker dashboards.mp4 | 19.8 MB | ||
| 2 -Relevance of GenAI to the Data Analytics Ecosystem.mp4 | 29.1 MB | ||
| 2 -Using GenAI to identify anomalies, trends, and data distributions.mp4 | 20.9 MB | ||
| 2 -Using SHAP, LIME, and GenAI-generated interpretations for black-box models.mp4 | 15.2 MB | ||
| 3 -Auto-generating data validation and reconciliation scripts.mp4 | 8.6 MB | ||
| 3 -Hands-on writing prompts for SQL queries, Python scripts, and data narratives.mp4 | 17.3 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 86 total files | |||
Generative AI for Data Analysts & Professionals
https://WebToolTip.com
Published 5/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 2h 26m | Size: 361 MB
Mastering 1000+ Generative AI Prompts for Everyday Data Analytics Tasks
What you'll learn
Understand how Generative AI models like GPT work and their role in analytics.
Work with a curated library of 1000+ prompts tailored for real-world data analysis use cases.
Develop a GenAI-first mindset to solve data problems faster, smarter, and more collaboratively.
Apply AI prompts to automate missing value imputation, outlier detection, and data normalization.
Generate visualizations, descriptive summaries, and correlation insights using GenAI.
Detect anomalies, spot trends, and summarize distributions with prompt-based workflows.
Automatically generate business reports and executive summaries from raw datasets.
Use prompts to design interactive dashboards in Tableau, Power BI, and Looker Studio.
Construct data-driven narratives and highlight key business drivers and recommendations.
Master few-shot, chain-of-thought, and tree-of-thought prompting for analytical reasoning.
Write and reuse prompts for SQL, Python, and markdown documentation tasks.
Build and deploy regression and classification models suggested by GenAI.
Automate end-to-end analytics pipelines and schedule recurring workflows using APIs.
Use Generative AI to explain model behavior with SHAP, LIME, and AI-generated interpretations.
Requirements
Basic Understanding of Data Analytics
Interest in Automation and AI Integration
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| 2.6 GB | freecoursewb | 3 days | 0 | 0 | |
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Udemy - Designing with Generative AI - Figma, Midjourney and ChatGPT Posted by
freecoursewb in Other
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| 484.5 MB | freecoursewb | 1 week | 1 | 6 |
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