[ DevCourseWeb.com ] Udemy - AI-Driven Market Analysis - Predict and Profit with ML Models

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2025-04-03 15:52:221.62 GB31B18C8792F7B8A3A6A34DD7D5C152F2F0D1DF21A5
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    • Files
    1. Get Bonus Downloads Here.url182 B
    2. ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/1 -Course Outline.mp416.82 MB
    3. ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/2 -Understanding AI in Marketing.mp443.07 MB
    4. ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/3 -Basics of Machine Learning.mp429.64 MB
    5. ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/4 -Overview of Predictive Analytics.mp436.73 MB
    6. ~Get Your Files Here !/2 - Data Collection and Preparation/1 -Identifying data sources.mp416.34 MB
    7. ~Get Your Files Here !/2 - Data Collection and Preparation/2 -Data Cleaning and Preprocessing – Handling Missing Values.mp418.37 MB
    8. ~Get Your Files Here !/2 - Data Collection and Preparation/3 -Data Cleaning and Preprocessing – Data Normalization and Standardization.mp418.99 MB
    9. ~Get Your Files Here !/2 - Data Collection and Preparation/4 -Data Cleaning and Preprocessing – Feature Engineering.mp48.75 MB
    10. ~Get Your Files Here !/2 - Data Collection and Preparation/5 -Hands On Exercise.mp4195.67 MB
    11. ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/1 -Introduction to Exploratory Data Analysis.mp435.82 MB
    12. ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/2 -Descriptive Statistics.mp479.35 MB
    13. ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/3 -Data Visualization.mp487.78 MB
    14. ~Get Your Files Here !/4 - Building Predictive Models/1 -Introduction to Predictive Modelling.mp434.47 MB
    15. ~Get Your Files Here !/4 - Building Predictive Models/2 -Supervised Learning Techniques – Linear Regression and Random Forests.mp458.28 MB
    16. ~Get Your Files Here !/4 - Building Predictive Models/3 -Unsupervised Learning Techniques – Clustering Techniques.mp458.84 MB
    17. ~Get Your Files Here !/4 - Building Predictive Models/4 -Unsupervised Learning Techniques – Principal Component Analysis.mp450.54 MB
    18. ~Get Your Files Here !/5 - Evaluating and Tuning Models/1 -Model Evaluation Techniques – Cross Validation.mp484.71 MB
    19. ~Get Your Files Here !/5 - Evaluating and Tuning Models/2 -Model Evaluation Techniques – Performance Metrics.mp4107.47 MB
    20. ~Get Your Files Here !/5 - Evaluating and Tuning Models/3 -Hyperparameter Tuning.mp463.57 MB
    21. ~Get Your Files Here !/5 - Evaluating and Tuning Models/4 -Overfitting and Underfitting.mp496.16 MB
    22. ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/1 -Problem Definition.mp412.24 MB
    23. ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/2 -Data Preparation.mp4166.79 MB
    24. ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/3 -Model Building.mp413.65 MB
    25. ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/1 -Problem Definition.mp44.67 MB
    26. ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/2 -Data Preparation.mp463.03 MB
    27. ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/3 -Model Building.mp422.35 MB
    28. ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/4 -Model Evaluation.mp438.64 MB
    29. ~Get Your Files Here !/8 - Implementing AI in Marketing Strategies/1 -Leveraging AI for Customer Segmentation - Part 1.mp475.14 MB
    30. ~Get Your Files Here !/8 - Implementing AI in Marketing Strategies/2 -Leveraging AI for Customer Segmentation - Part 2.mp4119.46 MB
    31. ~Get Your Files Here !/Bonus Resources.txt70 B
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