Anaconda Lab (Python)
مستودعات البيانات والتنقيب عن البيانات - Data Warehousing and Data Mining Course
By Eng.Enaam
22
Lectures
200
SAR
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Anaconda Lab (Python)
- How to install Anaconda ? 12:01
- Lab 1 - Python Basics - Part 1 26:35
- Lab 1 - Python Basics - Part 2 10:12
- Lab 2 - Pandas - Part 1 14:27
- Lab 2 - Pandas - Part 2 16:30
- Lab 3 Python 13:08
- Lab 4 and Lab 5 - Decision Tree and Apriori 18:21
- Evaluation 4 - Fish_L dataset 10:59
- Project Explanation 20:02
- Jupyter File (Sample Code for Project)
- Evaluation # 4 Solution
- Lab 5 Evaluation (Introduction to Python) 20:26
- Lab 5 (Weather.csv, Car_Sales.csv) 12:44
- Assignment 1 Solution File
- Machine Learning Models - Part 1 22:43
- Supervised Learning Lab (Evaluation Methods) - Part 2 16:54
- Lab 5 - Supervised Learning Code 18:01
- Evaluation 6 Solution File
- Evaluation 6 Solution 06:37
- Evaluation 7: Decision Tree and Random Forest 08:26
- Assignment 2 Solution (Kmeans) 06:32
- Lab 6: Unsupervised Learning (Clustering) 14:11
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Anaconda Lab (Python)