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Cover Letter
" Machine Learning For Business & Risk "
Pendahuluan
Machine learning adalah cabang aplikasi dari artificial intelligence (kecerdasan buatan) yang focus pada pengembangan sebuah sistem yang mampu belajar sendiri tanpa harus berulang kali di program oleh manusia. Machine learning saat ini digunakan secara intens oleh para data scientist dalam upaya mereka mendeteksi fraud, mengidentifkasi potensial nasabah, mengidentifikasi nasabah yang akan churn dll. Machine learning melibatkan 4 ilmu yaitu computer, statistic, matematika and strategi bisnis dan biasanya menggunakan data dengan volume besar.
Tujuan
Peserta diharapkan agar dapat :
§ Menguasai teknik pemodelan data science menggunakan software open source yaitu Python
Materi Training
♣ Decision Tree
♣ Random Forest
♣ Logistic Regression
♣ Support Vector Machine
♣ Neural Network
♣ Clustering
Target Peserta
E Unit Data Scientist
E Unit Data Analyst
E MIS Manager
E Unit Strategy & Performance Analyst
E Unit terkait lainnya