What you’ll learn
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Intro to Unsupervised Machine Learning | مقدمة لتعلم الآلة بدون إشراف
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Linear and nonlinear Dimensionality Reduction | تخفيض الأبعاد بطرقها المختلفة
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PCA | SVD | Random Projection | خوارزميات تخفيض الابعاد بطرق خطية
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Principle Component Analysis (PCA)
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Singular Value Decomposition (SVD)
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Isomap | LLE | t-SNE | خوارزميات تخفيض الأبعاد بطرق لاخطية
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Isometric mapping (Isomap)
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Locally Linear Embedding (LLE)
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t-Distributed Stochastic Neighbor Embedding (t-SNE)
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Anomaly Detection | كشف الشذوذ
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Clustering | التجميع
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K-Means خوارزمية
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K-Means for preprocessing
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K-Means for semi-supervised Learning
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K-means for Image Segmentation
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DBSCAN خوارزمية
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Hierarchical Clustering خوارزمية
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Gaussian Mixture Models (GMM) خوارزمية
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Group Segmentation | تقسيم المجموعات
Who this course is for:
- Students & Any one with passion about Unsupervised Machine Learning
- Machine Learning Engineers | مهندسو تعلم الآلة
- Artificial Intelligence Engineers | مهندسو الذكاء الإصطناعي
- Statisticians | الإحصائيين
- Data Analysts & Scientists | محللو البيانات
Can I download Unsupervised Machine Learning | التعلم الآلي بدون إشراف course?
You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The Unsupervised Machine Learning | التعلم الآلي بدون إشراف course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.Are there any other coupons available for this course?
You can check out for more Udemy coupons @ www.coursecouponclub.com
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Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.
