محاضر كورس التنقيب عن البيانات
Noureddin Sadawi
Hello world :)
These videos are free for all to use and learn of!
My personal webpage: https://www.softlight.tech/
د نورالدين المهدي السعداوي
الصفحة الشخصية https://www.softlight.tech/
تفاصيل الكورس
- عدد الدروس 36
- مدة الكورس 5س 34د
- لغة الكورس انجليزى
- عدد الطلاب 22
- يفضل الدراسة اولاً Data Warehouse (DWH)
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(7)
- ادرس الكورس مجانا
سجل فى الكورس لتحصل على شهادة اتمام معتمدة
دروس كورس التنقيب عن البيانات
- 1 | Overview of Data Mining and Predictive Modelling 00:09:01
- 2 | What is Classification? What is a Classifier? 00:06:41
- 3 | The ZeroR Classifier .. What it is and How it Works 00:05:36
- 4 | The OneR Classifier .. What it is and How it Works 00:06:38
- 5 | How Naive Bayes Classifier Works 1/2.. Understanding Naive Bayes and Example 00:11:21
- 6 | Naive Bayes Classifier 2/2 .. Naive Bayes and Numerical Attributes 00:05:57
- 7 | How Decision Trees Work 1/2 .. an Introduction + What is Entropy 00:12:39
- 8 | How Decision Trees Work 2/2 .. An Example 00:08:50
- 9 | How Linear Discriminant Analysis (LDA) Classifier Works 1/2 00:09:32
- 10 | How Linear Discriminant Analysis (LDA) Classifier Works 2/2 00:07:47
- 11 | How K-Nearest Neighbors (kNN) Classifier Works 00:10:08
- 12 | Java Implementation of K-Nearest Neighbors (kNN) Classifier 1/2 00:08:47
- 13 | Java Implementation of K-Nearest Neighbors (kNN) Classifier 2/2 00:14:47
- 14 | Classification with Logistic Regression 1/2 00:12:18
- 15 | Classification with Logistic Regression 2/2 00:09:30
- 16 | How the Perceptron Algorithm Works 1/2 00:11:43
- 17 | How the Perceptron Algorithm Works 2/2 00:08:17
- 18 | Java Implementation of the Perceptron Algorithm 00:11:53
- 19 | Transfer Functions in the Perceptron and Artificial Neural Networks 00:07:21
- 20 | Understanding Multi-Layer Perceptron (MLP) .. How it Works 00:11:28
- 21 | Feedforward and Feedback Artificial Neural Networks 00:08:18
- 22 | Radial Basis Function Artificial Neural Networks 00:11:28
- 23 | How Support Vector Machine (SVM) Works 1/2 00:10:23
- 24 | How Support Vector Machine (SVM) Works 2/2 00:09:20
- 25 | Nonlinear Support Vector Machine (SVM) .. The Kernel Trick 00:06:23
- 26 | Regression with Decision Trees 00:09:37
- 27 | Multiple Linear Regression (MLP) 1/2 00:12:13
- 28 | Multiple Linear Regression (MLP) 2/2 ... with an example 00:08:06
- 29 | Regression with the k-Nearest Neighbor (kNN) Algorithm 00:05:02
- 30 | Clustering Algorithms .. What is Clustering? 00:07:52
- 31 | Hierarchical Clustering (Agglomerative and Divisive Clustering) 00:07:42
- 32 | Partitive Clustering (K-Means Clustering) 00:08:17
- 33 | Partitive Clustering .. Self-Organizing Map (SOM) 00:09:36
- 34 | An Overview of Association Rules 00:07:47
- 35 | The Apriori Algorithm ... How The Apriori Algorithm Works 00:14:32
- 36 | Generating Association Rules from Frequent Itemsets 00:07:45
تقييمات الطلاب
بعض التقييمات
rahaf ahmad
06-08-2023
Mona Ali
08-06-2021
youtube
15-05-2021
Wafae ABBAOUI
18-05-2021
CHATOUANI HASSAN
02-08-2021
Mohamed Alsheekh
06-06-2021
Sarah Muhammed
23-05-2023