Ulasan Pendahuluan: Microsoft Professional Program in Data Science – EdX

Judul/tautan

Microsoft Professional Program in Data Science – EdX

Dibuat oleh:

Microsoft

Format

MicroMasters/Specialization/NanoDegree

Durasi:

~200 jam

Biaya:

$891

Tingkat

Kurang jelas

Rating oleh murid:

Belum ada

Tools/Bahasa Pemrograman

Excel, SQL, Azure, Python, R

Persyaratan

Kurang jelas

Silabus

“You will learn to:

• Use Microsoft Excel to explore data
• Use Transact-SQL to query a relational database
• Create data models and visualize data using Excel or Power BI
• Apply statistical methods to data
• Use R or Python to explore and transform data
• Follow a data science methodology
• Create and validate machine learning models with Azure Machine Learning
• Write R or Python code to build machine learning models
• Apply data science techniques to common scenarios
• Implement a machine learning solution for a given data problem”

Isi kursus:

• Course 1:      Microsoft Professional Program : Data Science Orientation
• Course 2:      Querying Data with Transact-SQL
• Course 3a:    Analyzing and Visualizing Data with Excel
• Course 3b:    Analyzing and Visualizing Data with Power BI
• Course 4:      Essential Statistics for Data Analysis using Excel
• Course 5a:    Introduction to R for Data Science
• Course 5b:    Introduction to Python for Data Science
• Course 6:      Data Science Essentials
• Course 7:      Principles of Machine Learning
• Course 8a:    Programming with R for Data Science
• Course 8b:    Programming with Python for Data Science
• Course 9a:    Applied Machine Learning
• Course 9b:    Developing Intelligent Apps and Bots
• Course 9c:    Implementing Predictive Solutions with Spark in Azure HDInsight
• Course 9d:    Analyzing Big Data with Microsoft R Server
• Capstone project (proyek akhir)

Komentar

Catatan: ulasan ini saya buat dalam rangka membuat Rancangan Lengkap Program Belajar Data Science Mandiri. Ulasan dan penilaian saya hanya berdasar pada silabus dan ulasan orang lain dari berbagai sumber, karena saya belum mengikuti kursus ini.

Isi kurikulum program ini sepertinya lengkap. Ada tugas akhir pemrograman (capstone), namun tidak dijelaskan apakah ada tugas pemrograman di setiap kursus. Sepertinya kita bisa memilih jalur Python atau R dalam program. Plus atau minus, program ini sangat mengarah ke penggunaan tools Microsoft.

Ulasan Lain

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