AI-Driven Market Analysis: Predict & Profit with ML Models https://DevCourseWeb.com
Filename Size ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/1 -Course Outline.mp4 16.8 MB ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/2 -Understanding AI in Marketing.mp4 43.1 MB ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/3 -Basics of Machine Learning.mp4 29.6 MB ~Get Your Files Here !/1 - Introduction to AI-Driven Marketing/4 -Overview of Predictive Analytics.mp4 36.7 MB ~Get Your Files Here !/2 - Data Collection and Preparation/1 -Identifying data sources.mp4 16.3 MB ~Get Your Files Here !/2 - Data Collection and Preparation/2 -Data Cleaning and Preprocessing – Handling Missing Values.mp4 18.4 MB ~Get Your Files Here !/2 - Data Collection and Preparation/3 -Data Cleaning and Preprocessing – Data Normalization and Standardization.mp4 19 MB ~Get Your Files Here !/2 - Data Collection and Preparation/4 -Data Cleaning and Preprocessing – Feature Engineering.mp4 8.8 MB ~Get Your Files Here !/2 - Data Collection and Preparation/5 -Hands On Exercise.mp4 195.7 MB ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/1 -Introduction to Exploratory Data Analysis.mp4 35.8 MB ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/2 -Descriptive Statistics.mp4 79.4 MB ~Get Your Files Here !/3 - Exploratory Data Analysis (EDA)/3 -Data Visualization.mp4 87.8 MB ~Get Your Files Here !/4 - Building Predictive Models/1 -Introduction to Predictive Modelling.mp4 34.5 MB ~Get Your Files Here !/4 - Building Predictive Models/2 -Supervised Learning Techniques – Linear Regression and Random Forests.mp4 58.3 MB ~Get Your Files Here !/4 - Building Predictive Models/3 -Unsupervised Learning Techniques – Clustering Techniques.mp4 58.8 MB ~Get Your Files Here !/4 - Building Predictive Models/4 -Unsupervised Learning Techniques – Principal Component Analysis.mp4 50.5 MB ~Get Your Files Here !/5 - Evaluating and Tuning Models/1 -Model Evaluation Techniques – Cross Validation.mp4 84.7 MB ~Get Your Files Here !/5 - Evaluating and Tuning Models/2 -Model Evaluation Techniques – Performance Metrics.mp4 107.5 MB ~Get Your Files Here !/5 - Evaluating and Tuning Models/3 -Hyperparameter Tuning.mp4 63.6 MB ~Get Your Files Here !/5 - Evaluating and Tuning Models/4 -Overfitting and Underfitting.mp4 96.2 MB ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/1 -Problem Definition.mp4 12.2 MB ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/2 -Data Preparation.mp4 166.8 MB ~Get Your Files Here !/6 - Practical Application – Case Study I Predicting Customer Churn/3 -Model Building.mp4 13.6 MB ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/1 -Problem Definition.mp4 4.7 MB ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/2 -Data Preparation.mp4 63 MB ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/3 -Model Building.mp4 22.4 MB ~Get Your Files Here !/7 - Practical Application – Case Study II Sales Forecasting/4 -Model Evaluation.mp4 38.6 MB ~Get Your Files Here !/8 - Implementing AI in Marketing Strategies/1 -Leveraging AI for Customer Segmentation - Part 1.mp4 75.1 MB ~Get Your Files Here !/8 - Implementing AI in Marketing Strategies/2 -Leveraging AI for Customer Segmentation - Part 2.mp4 119.5 MB ~Get Your Files Here !/Bonus Resources.txt 70 B
