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Udemy - AI-Driven Market Analysis - Predict and Profit with ML Models

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1.6 GB
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2
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Files
30
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Other
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Description
AI-Driven Market Analysis: Predict & Profit with ML Models


https://DevCourseWeb.com


Published 3/2025

Created by Skool of AI,Meta Brains

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Level: All | Genre: eLearning | Language: English | Duration: 29 Lectures ( 3h 32m ) | Size: 1.61 GB


Leverage AI for Strategic Insights: Master Data Analysis, Predictive Modeling, Customer Segmentation & Sales Forecasting


What you'll learn

Master AI-driven marketing strategies to optimize campaigns.

Build predictive models to forecast customer behavior effectively.

Analyze and interpret marketing data for actionable insights.

Segment customers using machine learning and clustering techniques.

Automate marketing tasks with AI tools and workflows.

Design personalized marketing strategies with predictive analytics.

Visualize data through professional-level dashboards and tools.

Apply AI to enhance ROI and business growth in marketing efforts.


Requirements

No prior experience in AI or marketing required; beginners welcome!

Basic familiarity with computers and internet navigation helpful.

Access tInterest in data-driven marketing and analytics.o a computer with internet connection.

Interest in data-driven marketing and analytics.

File list
  • Udemy - AI-Driven Market Analysis - Predict and Profit with ML Models
  • ~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

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