WebToolTip com Udemy Generative AI for Data Analysts and Professionals

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/.../1 - Introduction to Generative AI for Data Analysts/

1 -What is Generative AI and How It Works.mp4

2 -Relevance of GenAI to the Data Analytics Ecosystem.mp4

/.../10 - Enhancing Data Quality with GenAI/

1 -Prompting GenAI for anomaly detection beyond traditional methods.mp4

2 -Detecting schema drift, data drift, and concept drift using GenAI.mp4

3 -Auto-generating data validation and reconciliation scripts.mp4

/.../11 - Explainable AI (XAI) Techniques for Data Analysts/

1 -Prompting GenAI to explain model predictions to non-technical audiences.mp4

2 -Using SHAP, LIME, and GenAI-generated interpretations for black-box models.mp4

/.../12 - 1000+ Prompts - Generative AI for Data Analysts/

1 - Auto-building Recommendation Systems with Generative AI.html

1 - Auto-documenting Analytics Projects, Pipelines, and Codebases.html

1 - Auto-generating Business Recommendations from Analytics.html

1 - Auto-generating Data Pipelines and ETL Workflows with GenAI.html

1 - Auto-generating Descriptive Statistics and Summaries.html

1 - Auto-generating Executive-Level EDA Summaries.html

1 - Auto-generating KPI Dashboards (Tableau, Power BI).html

1 - Auto-generating Model Performance Reports.html

1 - Auto-generating Python Scripts for Data Analysis.html

1 - Automated Root Cause Analysis for Business Events Using GenAI.html

1 - Automating Feature Importance Explanations.html

1 - Automating Missing Value Imputation with GenAI.html

1 - Building End-to-End Analytics Automation Agents (EDA + Modeling + Reporting).html

1 - Building Risk Models and Contingency Plans.html

1 - Building Self-Service Q&A Systems for BI Users.html

1 - Building Transparent Models for Business Stakeholders.html

1 - Churn Prediction and Retention Strategy Recommendations.html

1 - Conversational Analytics with GenAI-powered BI Tools.html

1 - Correlation Analysis and Feature Relationships.html

1 - Creating Data Visualizations with GenAI Prompts.html

1 - Creating Data-Driven Strategic Decision Trees with GenAI.html

1 - Creating Ensemble Models through GenAI Instructions.html

1 - Creating Synthetic Datasets for Testing and Modeling.html

1 - Customer Lifetime Value (CLV) Prediction Using GenAI.html

1 - Customer Segmentation and Clustering using GenAI.html

1 - Data Normalization and Standardization via Prompts.html

1 - Duplicate Detection and Removal through GenAI.html

1 - Dynamic Report Writing from Analytical Outputs.html

1 - Encoding Categorical Data Using GenAI Suggestions.html

1 - Explaining Predictions with SHAP and LIME via Prompts.html

1 - Feature Creation and Transformation with GenAI.html

1 - Feature Selection and Dimensionality Reduction.html

1 - Fraud Detection and Anomaly Identification.html

1 - Generating Balanced Datasets to Handle Class Imbalance.html

1 - Graph Analytics and Network Data Modeling with GenAI.html

1 - Identifying and Handling Model Drift with GenAI.html

1 - Image Data Analysis and Preprocessing with GenAI Prompts.html

1 - Integrating GenAI into AB Testing and Experiment Design.html

1 - Interactive Data Storytelling and Narratives.html

1 - Market Basket Analysis and Recommendation Systems.html

1 - Model Hyperparameter Tuning and Optimization.html

1 - Natural Language to SQL Query Generation.html

1 - Outlier Detection and Correction using GenAI.html

1 - Privacy-Preserving Data Generation Techniques.html

1 - Prompting GenAI for Classification Model Development.html

1 - Prompting GenAI for Regression Model Development.html

1 - Real-Time Analytics Automation Using Streaming Data and GenAI.html

1 - Risk Scoring and Probability Interpretation.html

1 - Sales Forecasting and Inventory Planning.html

1 - Sensitivity Analysis and What-If Scenario Generation.html

1 - Simulating Business Scenarios with Generative AI.html

1 - Stress-testing Predictive Models Using Synthetic Data.html

1 - Synthetic Feature Generation (Interaction Terms, Ratios).html

1 - Text Analytics and NLP for Data Analysts (Summarization, Classification).html

1 - Time-Series Forecasting with GenAI (ARIMA, Prophet, LSTM).html

1 - Trend and Anomaly Detection in Datasets.html

1 - Using GenAI for Data Cleaning and Preprocessing.html

1 - Using Synthetic Data for Simulation Studies.html

/2 - Data Files/

1 - Data File Used in Course.html

1 - Prompts Used in Live Demos.html

1 -Prompts used in Live Demos.docx

1 -Synthetic_Customer_Analytics_Dataset.csv

/.../3 - Data Preparation and Cleaning Using GenAI/

1 -Automating missing value imputation, duplicate detection, and normalization.mp4

2 - Building effective prompts for dataset cleaning.html

/.../4 - Automating Exploratory Data Analysis (EDA) with GenAI/

1 -Generating visualizations, descriptive summaries, and correlation insights.mp4

2 -Using GenAI to identify anomalies, trends, and data distributions.mp4

/.../5 - Report Writing and Dashboard Generation with GenAI/

1 -Auto-generating business reports and executive summaries from raw data.mp4

2 -Prompting GenAI to create Tableau, Power BI, and Looker dashboards.mp4

/.../6 - Data Storytelling and Narrative Analytics/

1 -Crafting narratives from analytical insights using GenAI.mp4

2 -Prompt strategies for highlighting trends, drivers, and recommendations.mp4

/.../7 - Prompt Engineering for Data Analysts/

1 -Prompt engineering for analytics tasks.mp4

2 -Few-shot prompting, chain-of-thought, and tree-of-thought prompting.mp4

3 -Hands-on writing prompts for SQL queries, Python scripts, and data narratives.mp4

/.../8 - Predictive and Prescriptive Analytics with GenAI/

1 -Prompting GenAI to suggest predictive models (regression, classification).mp4

2 - Auto-generating actionable business recommendations.html

/.../9 - Advanced Analytics Automation with GenAI/

1 -Using GenAI to automate end-to-end analytics pipelines.mp4

2 -Auto-scheduling EDA, reports, and dashboards with GenAI APIs.mp4

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