[ WebToolTip.com ] Udemy - Generative AI for Data Analysts and Professionals
大小360.61 MB
文件数86
Info Hash:9346672D148EA218468B7E2F0126B897AA72B926
收录时间2025-12-16 12:29:35
更新时间2025-12-16 19:01:25
文件列表 (86)
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1 - Introduction to Generative AI for Data Analysts/1 -What is Generative AI and How It Works.mp4
22.85 MB
~Get Your Files Here !/1 - Introduction to Generative AI for Data Analysts/2 -Relevance of GenAI to the Data Analytics Ecosystem.mp4
29.08 MB
~Get Your Files Here !/10 - Enhancing Data Quality with GenAI/1 -Prompting GenAI for anomaly detection beyond traditional methods.mp4
18.48 MB
~Get Your Files Here !/10 - Enhancing Data Quality with GenAI/2 -Detecting schema drift, data drift, and concept drift using GenAI.mp4
12.18 MB
~Get Your Files Here !/10 - Enhancing Data Quality with GenAI/3 -Auto-generating data validation and reconciliation scripts.mp4
8.56 MB
~Get Your Files Here !/11 - Explainable AI (XAI) Techniques for Data Analysts/1 -Prompting GenAI to explain model predictions to non-technical audiences.mp4
15.28 MB
~Get Your Files Here !/11 - Explainable AI (XAI) Techniques for Data Analysts/2 -Using SHAP, LIME, and GenAI-generated interpretations for black-box models.mp4
15.18 MB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-building Recommendation Systems with Generative AI.html
3.46 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-documenting Analytics Projects, Pipelines, and Codebases.html
3.37 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Business Recommendations from Analytics.html
3.35 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Data Pipelines and ETL Workflows with GenAI.html
3.34 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Descriptive Statistics and Summaries.html
3.02 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Executive-Level EDA Summaries.html
3.23 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating KPI Dashboards (Tableau, Power BI).html
3.34 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Model Performance Reports.html
3.08 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Python Scripts for Data Analysis.html
3.16 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Automated Root Cause Analysis for Business Events Using GenAI.html
3.46 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Automating Feature Importance Explanations.html
3.06 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Automating Missing Value Imputation with GenAI.html
3.22 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Building End-to-End Analytics Automation Agents (EDA + Modeling + Reporting).html
3.67 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Building Risk Models and Contingency Plans.html
3.34 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Building Self-Service Q&A Systems for BI Users.html
3.37 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Building Transparent Models for Business Stakeholders.html
3.29 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Churn Prediction and Retention Strategy Recommendations.html
3.39 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Conversational Analytics with GenAI-powered BI Tools.html
3.36 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Correlation Analysis and Feature Relationships.html
3.24 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Creating Data Visualizations with GenAI Prompts.html
2.82 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Creating Data-Driven Strategic Decision Trees with GenAI.html
3.47 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Creating Ensemble Models through GenAI Instructions.html
3.19 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Creating Synthetic Datasets for Testing and Modeling.html
3.26 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Customer Lifetime Value (CLV) Prediction Using GenAI.html
3.24 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Customer Segmentation and Clustering using GenAI.html
3.32 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Data Normalization and Standardization via Prompts.html
2.97 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Duplicate Detection and Removal through GenAI.html
3.01 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Dynamic Report Writing from Analytical Outputs.html
3.18 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Encoding Categorical Data Using GenAI Suggestions.html
2.95 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Explaining Predictions with SHAP and LIME via Prompts.html
3.18 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Feature Creation and Transformation with GenAI.html
3.08 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Feature Selection and Dimensionality Reduction.html
3.06 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Fraud Detection and Anomaly Identification.html
3.16 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Generating Balanced Datasets to Handle Class Imbalance.html
3.16 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Graph Analytics and Network Data Modeling with GenAI.html
3.33 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Identifying and Handling Model Drift with GenAI.html
3.09 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Image Data Analysis and Preprocessing with GenAI Prompts.html
3.26 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Integrating GenAI into AB Testing and Experiment Design.html
3.4 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Interactive Data Storytelling and Narratives.html
3.51 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Market Basket Analysis and Recommendation Systems.html
3.18 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Model Hyperparameter Tuning and Optimization.html
3.21 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Natural Language to SQL Query Generation.html
2.89 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Outlier Detection and Correction using GenAI.html
3.04 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Privacy-Preserving Data Generation Techniques.html
3.19 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Prompting GenAI for Classification Model Development.html
3.06 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Prompting GenAI for Regression Model Development.html
3.12 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Real-Time Analytics Automation Using Streaming Data and GenAI.html
3.41 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Risk Scoring and Probability Interpretation.html
2.99 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Sales Forecasting and Inventory Planning.html
3.17 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Sensitivity Analysis and What-If Scenario Generation.html
3.36 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Simulating Business Scenarios with Generative AI.html
3.35 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Stress-testing Predictive Models Using Synthetic Data.html
3.4 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Synthetic Feature Generation (Interaction Terms, Ratios).html
3.22 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Text Analytics and NLP for Data Analysts (Summarization, Classification).html
3.26 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Time-Series Forecasting with GenAI (ARIMA, Prophet, LSTM).html
3.12 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Trend and Anomaly Detection in Datasets.html
3.11 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Using GenAI for Data Cleaning and Preprocessing.html
3.09 KB
~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Using Synthetic Data for Simulation Studies.html
3.23 KB
~Get Your Files Here !/2 - Data Files/1 - Data File Used in Course.html
130 B
~Get Your Files Here !/2 - Data Files/1 - Prompts Used in Live Demos.html
16 B
~Get Your Files Here !/2 - Data Files/1 -Prompts used in Live Demos.docx
19.09 KB
~Get Your Files Here !/2 - Data Files/1 -Synthetic_Customer_Analytics_Dataset.csv
62.03 KB
~Get Your Files Here !/3 - Data Preparation and Cleaning Using GenAI/1 -Automating missing value imputation, duplicate detection, and normalization.mp4
20.96 MB
~Get Your Files Here !/3 - Data Preparation and Cleaning Using GenAI/2 - Building effective prompts for dataset cleaning.html
2.36 KB
~Get Your Files Here !/4 - Automating Exploratory Data Analysis (EDA) with GenAI/1 -Generating visualizations, descriptive summaries, and correlation insights.mp4
21.09 MB
~Get Your Files Here !/4 - Automating Exploratory Data Analysis (EDA) with GenAI/2 -Using GenAI to identify anomalies, trends, and data distributions.mp4
20.86 MB
~Get Your Files Here !/5 - Report Writing and Dashboard Generation with GenAI/1 -Auto-generating business reports and executive summaries from raw data.mp4
19.73 MB
~Get Your Files Here !/5 - Report Writing and Dashboard Generation with GenAI/2 -Prompting GenAI to create Tableau, Power BI, and Looker dashboards.mp4
19.75 MB
~Get Your Files Here !/6 - Data Storytelling and Narrative Analytics/1 -Crafting narratives from analytical insights using GenAI.mp4
21.62 MB
~Get Your Files Here !/6 - Data Storytelling and Narrative Analytics/2 -Prompt strategies for highlighting trends, drivers, and recommendations.mp4
17.72 MB
~Get Your Files Here !/7 - Prompt Engineering for Data Analysts/1 -Prompt engineering for analytics tasks.mp4
18.38 MB
~Get Your Files Here !/7 - Prompt Engineering for Data Analysts/2 -Few-shot prompting, chain-of-thought, and tree-of-thought prompting.mp4
20.05 MB
~Get Your Files Here !/7 - Prompt Engineering for Data Analysts/3 -Hands-on writing prompts for SQL queries, Python scripts, and data narratives.mp4
17.34 MB
~Get Your Files Here !/8 - Predictive and Prescriptive Analytics with GenAI/1 -Prompting GenAI to suggest predictive models (regression, classification).mp4
12.45 MB
~Get Your Files Here !/8 - Predictive and Prescriptive Analytics with GenAI/2 - Auto-generating actionable business recommendations.html
2.74 KB
~Get Your Files Here !/9 - Advanced Analytics Automation with GenAI/1 -Using GenAI to automate end-to-end analytics pipelines.mp4
13.62 MB
~Get Your Files Here !/9 - Advanced Analytics Automation with GenAI/2 -Auto-scheduling EDA, reports, and dashboards with GenAI APIs.mp4