Download Udemy - Generative AI for Data Analysts and Professionals Torrent

Torrent Contents Size: 360.6 MB

Udemy - Generative AI for Data Analysts and Professionals

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1 - Auto-building Recommendation Systems with Generative AI.html	HTML	3.5 KB
1 - Auto-documenting Analytics Projects, Pipelines, and Codebases.html	HTML	3.4 KB
1 - Auto-generating Business Recommendations from Analytics.html	HTML	3.3 KB
1 - Auto-generating Data Pipelines and ETL Workflows with GenAI.html	HTML	3.3 KB
1 - Auto-generating Descriptive Statistics and Summaries.html	HTML	3 KB
1 - Auto-generating Executive-Level EDA Summaries.html	HTML	3.2 KB
1 - Auto-generating KPI Dashboards (Tableau, Power BI).html	HTML	3.3 KB
1 - Auto-generating Model Performance Reports.html	HTML	3.1 KB
1 - Auto-generating Python Scripts for Data Analysis.html	HTML	3.2 KB
1 - Automated Root Cause Analysis for Business Events Using GenAI.html	HTML	3.5 KB
1 - Automating Feature Importance Explanations.html	HTML	3.1 KB
1 - Automating Missing Value Imputation with GenAI.html	HTML	3.2 KB
1 - Building End-to-End Analytics Automation Agents (EDA + Modeling + Reporting).html	HTML	3.7 KB
1 - Building Risk Models and Contingency Plans.html	HTML	3.3 KB
1 - Building Self-Service Q&A Systems for BI Users.html	HTML	3.4 KB
1 - Building Transparent Models for Business Stakeholders.html	HTML	3.3 KB
1 - Churn Prediction and Retention Strategy Recommendations.html	HTML	3.4 KB
1 - Conversational Analytics with GenAI-powered BI Tools.html	HTML	3.4 KB
1 - Correlation Analysis and Feature Relationships.html	HTML	3.2 KB
1 - Creating Data Visualizations with GenAI Prompts.html	HTML	2.8 KB
1 - Creating Data-Driven Strategic Decision Trees with GenAI.html	HTML	3.5 KB
1 - Creating Ensemble Models through GenAI Instructions.html	HTML	3.2 KB
1 - Creating Synthetic Datasets for Testing and Modeling.html	HTML	3.3 KB
1 - Customer Lifetime Value (CLV) Prediction Using GenAI.html	HTML	3.2 KB
1 - Customer Segmentation and Clustering using GenAI.html	HTML	3.3 KB
1 - Data File Used in Course.html	HTML	102.4 B
1 - Data Normalization and Standardization via Prompts.html	HTML	3 KB
1 - Duplicate Detection and Removal through GenAI.html	HTML	3 KB
1 - Dynamic Report Writing from Analytical Outputs.html	HTML	3.2 KB
1 - Encoding Categorical Data Using GenAI Suggestions.html	HTML	2.9 KB
1 - Explaining Predictions with SHAP and LIME via Prompts.html	HTML	3.2 KB
1 - Feature Creation and Transformation with GenAI.html	HTML	3.1 KB
1 - Feature Selection and Dimensionality Reduction.html	HTML	3.1 KB
1 - Fraud Detection and Anomaly Identification.html	HTML	3.2 KB
1 - Generating Balanced Datasets to Handle Class Imbalance.html	HTML	3.2 KB
1 - Graph Analytics and Network Data Modeling with GenAI.html	HTML	3.3 KB
1 - Identifying and Handling Model Drift with GenAI.html	HTML	3.1 KB
1 - Image Data Analysis and Preprocessing with GenAI Prompts.html	HTML	3.3 KB
1 - Integrating GenAI into AB Testing and Experiment Design.html	HTML	3.4 KB
1 - Interactive Data Storytelling and Narratives.html	HTML	3.5 KB
1 - Market Basket Analysis and Recommendation Systems.html	HTML	3.2 KB
1 - Model Hyperparameter Tuning and Optimization.html	HTML	3.2 KB
1 - Natural Language to SQL Query Generation.html	HTML	2.9 KB
1 - Outlier Detection and Correction using GenAI.html	HTML	3 KB
1 - Privacy-Preserving Data Generation Techniques.html	HTML	3.2 KB
1 - Prompting GenAI for Classification Model Development.html	HTML	3.1 KB
1 - Prompting GenAI for Regression Model Development.html	HTML	3.1 KB
1 - Prompts Used in Live Demos.html	HTML	0 B
1 - Real-Time Analytics Automation Using Streaming Data and GenAI.html	HTML	3.4 KB
1 - Risk Scoring and Probability Interpretation.html	HTML	3 KB
1 - Sales Forecasting and Inventory Planning.html	HTML	3.2 KB
1 - Sensitivity Analysis and What-If Scenario Generation.html	HTML	3.4 KB
1 - Simulating Business Scenarios with Generative AI.html	HTML	3.3 KB
1 - Stress-testing Predictive Models Using Synthetic Data.html	HTML	3.4 KB
1 - Synthetic Feature Generation (Interaction Terms, Ratios).html	HTML	3.2 KB
1 - Text Analytics and NLP for Data Analysts (Summarization, Classification).html	HTML	3.3 KB
1 - Time-Series Forecasting with GenAI (ARIMA, Prophet, LSTM).html	HTML	3.1 KB
1 - Trend and Anomaly Detection in Datasets.html	HTML	3.1 KB
1 - Using GenAI for Data Cleaning and Preprocessing.html	HTML	3.1 KB
1 - Using Synthetic Data for Simulation Studies.html	HTML	3.2 KB
1 -Auto-generating business reports and executive summaries from raw data.mp4	MP4	19.7 MB
1 -Automating missing value imputation, duplicate detection, and normalization.mp4	MP4	21 MB
1 -Crafting narratives from analytical insights using GenAI.mp4	MP4	21.6 MB
1 -Generating visualizations, descriptive summaries, and correlation insights.mp4	MP4	21.1 MB
1 -Prompt engineering for analytics tasks.mp4	MP4	18.4 MB
1 -Prompting GenAI for anomaly detection beyond traditional methods.mp4	MP4	18.5 MB
1 -Prompting GenAI to explain model predictions to non-technical audiences.mp4	MP4	15.3 MB
1 -Prompting GenAI to suggest predictive models (regression, classification).mp4	MP4	12.5 MB
1 -Prompts used in Live Demos.docx	DOCX	19.1 KB
1 -Synthetic_Customer_Analytics_Dataset.csv	CSV	62 KB
1 -Using GenAI to automate end-to-end analytics pipelines.mp4	MP4	13.6 MB
1 -What is Generative AI and How It Works.mp4	MP4	22.8 MB
2 - Auto-generating actionable business recommendations.html	HTML	2.7 KB
2 - Building effective prompts for dataset cleaning.html	HTML	2.4 KB
2 -Auto-scheduling EDA, reports, and dashboards with GenAI APIs.mp4	MP4	15.1 MB
2 -Detecting schema drift, data drift, and concept drift using GenAI.mp4	MP4	12.2 MB
2 -Few-shot prompting, chain-of-thought, and tree-of-thought prompting.mp4	MP4	20.1 MB
2 -Prompt strategies for highlighting trends, drivers, and recommendations.mp4	MP4	17.7 MB
2 -Prompting GenAI to create Tableau, Power BI, and Looker dashboards.mp4	MP4	19.8 MB
2 -Relevance of GenAI to the Data Analytics Ecosystem.mp4	MP4	29.1 MB
2 -Using GenAI to identify anomalies, trends, and data distributions.mp4	MP4	20.9 MB
2 -Using SHAP, LIME, and GenAI-generated interpretations for black-box models.mp4	MP4	15.2 MB
3 -Auto-generating data validation and reconciliation scripts.mp4	MP4	8.6 MB
3 -Hands-on writing prompts for SQL queries, Python scripts, and data narratives.mp4	MP4	17.3 MB
Bonus Resources.txt	TXT	102.4 B
Get Bonus Downloads Here.url	URL	204.8 B

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Udemy - Generative AI for Data Analysts and Professionals

Torrent Contents Size: 360.6 MB

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