[ WebToolTip.com ] Udemy - Generative AI for Data Analysts and Professionals

磁力链接/BT种子名称

[ WebToolTip.com ] Udemy - Generative AI for Data Analysts and Professionals

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种子哈希：9346672d148ea218468b7e2f0126b897aa72b926
文件大小：360.61M
已经下载：56次
下载速度：极快
收录时间：2025-07-09
最近下载：2025-08-30

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文件列表

  • ~Get Your Files Here !/1 - Introduction to Generative AI for Data Analysts/2 -Relevance of GenAI to the Data Analytics Ecosystem.mp4 30.5 MB
  • ~Get Your Files Here !/1 - Introduction to Generative AI for Data Analysts/1 -What is Generative AI and How It Works.mp4 24.0 MB
  • ~Get Your Files Here !/6 - Data Storytelling and Narrative Analytics/1 -Crafting narratives from analytical insights using GenAI.mp4 22.7 MB
  • ~Get Your Files Here !/4 - Automating Exploratory Data Analysis (EDA) with GenAI/1 -Generating visualizations, descriptive summaries, and correlation insights.mp4 22.1 MB
  • ~Get Your Files Here !/3 - Data Preparation and Cleaning Using GenAI/1 -Automating missing value imputation, duplicate detection, and normalization.mp4 22.0 MB
  • ~Get Your Files Here !/4 - Automating Exploratory Data Analysis (EDA) with GenAI/2 -Using GenAI to identify anomalies, trends, and data distributions.mp4 21.9 MB
  • ~Get Your Files Here !/7 - Prompt Engineering for Data Analysts/2 -Few-shot prompting, chain-of-thought, and tree-of-thought prompting.mp4 21.0 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 20.7 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 20.7 MB
  • ~Get Your Files Here !/10 - Enhancing Data Quality with GenAI/1 -Prompting GenAI for anomaly detection beyond traditional methods.mp4 19.4 MB
  • ~Get Your Files Here !/7 - Prompt Engineering for Data Analysts/1 -Prompt engineering for analytics tasks.mp4 19.3 MB
  • ~Get Your Files Here !/6 - Data Storytelling and Narrative Analytics/2 -Prompt strategies for highlighting trends, drivers, and recommendations.mp4 18.6 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 18.2 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 16.0 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 15.9 MB
  • ~Get Your Files Here !/9 - Advanced Analytics Automation with GenAI/2 -Auto-scheduling EDA, reports, and dashboards with GenAI APIs.mp4 15.9 MB
  • ~Get Your Files Here !/9 - Advanced Analytics Automation with GenAI/1 -Using GenAI to automate end-to-end analytics pipelines.mp4 14.3 MB
  • ~Get Your Files Here !/8 - Predictive and Prescriptive Analytics with GenAI/1 -Prompting GenAI to suggest predictive models (regression, classification).mp4 13.1 MB
  • ~Get Your Files Here !/10 - Enhancing Data Quality with GenAI/2 -Detecting schema drift, data drift, and concept drift using GenAI.mp4 12.8 MB
  • ~Get Your Files Here !/10 - Enhancing Data Quality with GenAI/3 -Auto-generating data validation and reconciliation scripts.mp4 9.0 MB
  • ~Get Your Files Here !/2 - Data Files/1 -Synthetic_Customer_Analytics_Dataset.csv 63.5 kB
  • ~Get Your Files Here !/2 - Data Files/1 -Prompts used in Live Demos.docx 19.5 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 3.8 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Interactive Data Storytelling and Narratives.html 3.6 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Creating Data-Driven Strategic Decision Trees with GenAI.html 3.6 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Automated Root Cause Analysis for Business Events Using GenAI.html 3.5 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-building Recommendation Systems with Generative AI.html 3.5 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Real-Time Analytics Automation Using Streaming Data and GenAI.html 3.5 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Integrating GenAI into AB Testing and Experiment Design.html 3.5 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Stress-testing Predictive Models Using Synthetic Data.html 3.5 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Churn Prediction and Retention Strategy Recommendations.html 3.5 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Building Self-Service Q&A Systems for BI Users.html 3.5 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-documenting Analytics Projects, Pipelines, and Codebases.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Conversational Analytics with GenAI-powered BI Tools.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Sensitivity Analysis and What-If Scenario Generation.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Simulating Business Scenarios with Generative AI.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Business Recommendations from Analytics.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Building Risk Models and Contingency Plans.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Data Pipelines and ETL Workflows with GenAI.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating KPI Dashboards (Tableau, Power BI).html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Graph Analytics and Network Data Modeling with GenAI.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Customer Segmentation and Clustering using GenAI.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Building Transparent Models for Business Stakeholders.html 3.4 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Text Analytics and NLP for Data Analysts (Summarization, Classification).html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Creating Synthetic Datasets for Testing and Modeling.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Image Data Analysis and Preprocessing with GenAI Prompts.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Correlation Analysis and Feature Relationships.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Customer Lifetime Value (CLV) Prediction Using GenAI.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Using Synthetic Data for Simulation Studies.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Executive-Level EDA Summaries.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Synthetic Feature Generation (Interaction Terms, Ratios).html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Automating Missing Value Imputation with GenAI.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Model Hyperparameter Tuning and Optimization.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Creating Ensemble Models through GenAI Instructions.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Privacy-Preserving Data Generation Techniques.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Dynamic Report Writing from Analytical Outputs.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Explaining Predictions with SHAP and LIME via Prompts.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Market Basket Analysis and Recommendation Systems.html 3.3 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Sales Forecasting and Inventory Planning.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Generating Balanced Datasets to Handle Class Imbalance.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Python Scripts for Data Analysis.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Fraud Detection and Anomaly Identification.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Time-Series Forecasting with GenAI (ARIMA, Prophet, LSTM).html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Prompting GenAI for Regression Model Development.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Trend and Anomaly Detection in Datasets.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Identifying and Handling Model Drift with GenAI.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Using GenAI for Data Cleaning and Preprocessing.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Model Performance Reports.html 3.2 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Feature Creation and Transformation with GenAI.html 3.1 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Prompting GenAI for Classification Model Development.html 3.1 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Feature Selection and Dimensionality Reduction.html 3.1 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Automating Feature Importance Explanations.html 3.1 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Outlier Detection and Correction using GenAI.html 3.1 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Auto-generating Descriptive Statistics and Summaries.html 3.1 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Duplicate Detection and Removal through GenAI.html 3.1 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Risk Scoring and Probability Interpretation.html 3.1 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Data Normalization and Standardization via Prompts.html 3.0 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Encoding Categorical Data Using GenAI Suggestions.html 3.0 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Natural Language to SQL Query Generation.html 3.0 kB
  • ~Get Your Files Here !/12 - 1000+ Prompts - Generative AI for Data Analysts/1 - Creating Data Visualizations with GenAI Prompts.html 2.9 kB
  • ~Get Your Files Here !/8 - Predictive and Prescriptive Analytics with GenAI/2 - Auto-generating actionable business recommendations.html 2.8 kB
  • ~Get Your Files Here !/3 - Data Preparation and Cleaning Using GenAI/2 - Building effective prompts for dataset cleaning.html 2.4 kB
  • Get Bonus Downloads Here.url 180 Bytes
  • ~Get Your Files Here !/2 - Data Files/1 - Data File Used in Course.html 130 Bytes
  • ~Get Your Files Here !/Bonus Resources.txt 70 Bytes
  • ~Get Your Files Here !/2 - Data Files/1 - Prompts Used in Live Demos.html 16 Bytes

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