Udemy - Forecasting Sales With Time Series, Lightgbm and Random F...

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 - Introduction to the Course.mp4 (63.0 MB)
• 2 - Forecasting-Sales-with-Time-Series.pptx (1.3 MB)
• 2 - Table of Contents.mp4 (26.4 MB)
• 3 - Whom This Course is Intended for.mp4 (17.9 MB)
10 - Customer Segmentation Analysis
• 13 - Customer Segmentation Analysis.mp4 (105.8 MB)
11 - Analyzing Order Fulfilment Efficiency
• 14 - Analyzing Order Fulfilment Efficiency.mp4 (60.6 MB)
12 - Analyzing Sales Performance Trend
• 15 - Analyzing Sales Performance Trend.mp4 (90.3 MB)
13 - Forecasting Sales with ARIMA
• 16 - Forecasting Sales with ARIMA.mp4 (140.5 MB)
14 - Forecasting Sales with SARIMA
• 17 - Forecasting Sales with SARIMA.mp4 (80.9 MB)
15 - Forecasting Sales with LightGBM
• 18 - Forecasting Sales with LightGBM.mp4 (192.6 MB)
16 - Forecasting Sales with Random Forest
• 19 - Forecasting Sales with Random Forest.mp4 (58.2 MB)
17 - Forecasting Sales with LSTM
• 20 - Forecasting Sales with LSTM.mp4 (180.9 MB)
18 - Calculating Mean Absolute Error Conducting Residual Analysis
• 21 - Calculating Mean Absolute Error Conducting Residual Analysis.mp4 (47.2 MB)
19 - Conclusion Summary
• 22 - Conclusion Summary.mp4 (25.7 MB)
2 - Tools IDE and Datasets
• 4 - Tools IDE and Datasets.mp4 (135.4 MB)
3 - Introduction to Sales Forecasting
• 5 - Introduction to Sales Forecasting.mp4 (19.4 MB)
4 - How Time Series Forecasting Model Works
• 6 - How Time Series Forecasting Model Works.mp4 (117.5 MB)
5 - Factors That Can Contribute to Sales Performance
• 7 - Factors That Can Contribute to Sales Performance.mp4 (22.9 MB)
6 - Setting Up Google Colab IDE
• 8 - Google Colab IDE.txt (0.0 KB)
• 8 - Setting Up Google Colab IDE.mp4 (30.8 MB)
7 - Finding Downloading Sales Report Dataset From Kaggle
• 9 - Finding Downloading Sales Report Dataset From Kaggle.mp4 (52.3 MB)
• 9 - Kaggle.txt (0.0 KB)
8 - Project Preparation
• 10 - Uploading Sales Report Dataset to Google Colab.mp4 (8.1 MB)
• 10 - train.csv (2.0 MB)
• 11 - Quick Overview of Sales Report Dataset.mp4 (52.9 MB)
9 - Cleaning Dataset by Removing Missing Values Duplicates
• 12 - Cleaning Dataset by Removing Missing Values Duplicates.mp4 (20.2 MB)
• Bonus Resources.txt (0.4 KB)