[ DevCourseWeb.com ] Udemy - AI-Driven Market Analysis - Predict and Profit with ML Models
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2025-11-24 17:12 | 2025-11-25 19:22 | 9 | 1.62 GB | 29 |
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文件列表
- ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/1 -Course Outline.mp416.82MB
- ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/2 -Understanding AI in Marketing.mp443.07MB
- ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/3 -Basics of Machine Learning.mp429.64MB
- ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/4 -Overview of Predictive Analytics.mp436.73MB
- ~Get Your Files Here !/2 - Data Collection and Preparation/1 -Identifying data sources.mp416.34MB
- ~Get Your Files Here !/2 - Data Collection and Preparation/2 -Data Cleaning and Preprocessing – Handling Missing Values.mp418.37MB
- ~Get Your Files Here !/2 - Data Collection and Preparation/3 -Data Cleaning and Preprocessing – Data Normalization and Standardization.mp418.99MB
- ~Get Your Files Here !/2 - Data Collection and Preparation/4 -Data Cleaning and Preprocessing – Feature Engineering.mp48.75MB
- ~Get Your Files Here !/2 - Data Collection and Preparation/5 -Hands On Exercise.mp4195.67MB
- ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/1 -Introduction to Exploratory Data Analysis.mp435.82MB
- ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/2 -Descriptive Statistics.mp479.35MB
- ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/3 -Data Visualization.mp487.78MB
- ~Get Your Files Here !/4 - Building Predictive Models/1 -Introduction to Predictive Modelling.mp434.47MB
- ~Get Your Files Here !/4 - Building Predictive Models/2 -Supervised Learning Techniques – Linear Regression and Random Forests.mp458.28MB
- ~Get Your Files Here !/4 - Building Predictive Models/3 -Unsupervised Learning Techniques – Clustering Techniques.mp458.84MB
- ~Get Your Files Here !/4 - Building Predictive Models/4 -Unsupervised Learning Techniques – Principal Component Analysis.mp450.54MB
- ~Get Your Files Here !/5 - Evaluating and Tuning Models/1 -Model Evaluation Techniques – Cross Validation.mp484.71MB
- ~Get Your Files Here !/5 - Evaluating and Tuning Models/2 -Model Evaluation Techniques – Performance Metrics.mp4107.47MB
- ~Get Your Files Here !/5 - Evaluating and Tuning Models/3 -Hyperparameter Tuning.mp463.57MB
- ~Get Your Files Here !/5 - Evaluating and Tuning Models/4 -Overfitting and Underfitting.mp496.16MB
- ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/1 -Problem Definition.mp412.24MB
- ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/2 -Data Preparation.mp4166.79MB
- ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/3 -Model Building.mp413.65MB
- ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/1 -Problem Definition.mp44.67MB
- ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/2 -Data Preparation.mp463.03MB
- ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/3 -Model Building.mp422.35MB
- ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/4 -Model Evaluation.mp438.64MB
- ~Get Your Files Here !/8 - Implementing AI in Marketing Strategies/1 -Leveraging AI for Customer Segmentation - Part 1.mp475.14MB
- ~Get Your Files Here !/8 - Implementing AI in Marketing Strategies/2 -Leveraging AI for Customer Segmentation - Part 2.mp4119.46MB
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