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Course Outline
Perkenalan
Azure Machine Learning Ikhtisar
- Apa itu Azure Machine Learning?
- Azure Fitur pembelajaran mesin
- Azure Machine Learning arsitektur
Mempersiapkan Machine Learning Lingkungan Operasi
- Menyiapkan Azure Machine Learning lingkungan lab
Pengolahan data
- Mengimpor dan membuka ritsleting data dan kumpulan data
- Mengubah dan membersihkan data
- Memisahkan data latih dan data uji
Klasifikasi dan Regresi
- Membuat model biner dan multi-biner
- Bekerja dengan model regresi
- Menyetel hyperparameter dan parameter
- Menerapkan analisis prediktif dan dampak
- Membangun pohon keputusan dan hutan keputusan
Kekelompokan
- Menerapkan analisis cluster
NLP
- Menampilkan dan memberi label pada data
- Menggunakan analisis teks
Sistem Rekomendasi
- Bekerja dengan model Rekomendasi Kotak Korek Api
Penyebaran
- Membuat, mengekspos, dan menggunakan layanan web model pembelajaran mesin
Ringkasan dan Kesimpulan
Requirements
- Pengalaman dengan platform cloud Azure.
Hadirin
- Ilmuwan Data
14 Hours
Testimonials (5)
It was very much what we asked for—and quite a balanced amount of content and exercises that covered the different profiles of the engineers in the company who participated.
Arturo Sanchez - INAIT SA
Course - Microsoft Azure Infrastructure and Deployment
I've got to try out resources that I've never used before.
Daniel - INIT GmbH
Course - Architecting Microsoft Azure Solutions
The Exercises
Khaled Altawallbeh - Accenture Industrial SS
Course - Azure Machine Learning (AML)
sangat ramah dan membantu
Aktar Hossain - Unit4
Course - Building Microservices with Microsoft Azure Service Fabric (ASF)
Machine Translated
The practical part, I was able to perform exercises and to test the Microsoft Azure features
