{"id":48592,"date":"2019-01-04T13:30:49","date_gmt":"2019-01-04T06:30:49","guid":{"rendered":"http:\/\/nawacita.co\/?p=48592"},"modified":"2019-01-04T13:30:49","modified_gmt":"2019-01-04T06:30:49","slug":"belajar-data-science-untuk-hasilkan-model-prediksi-bisnis-cerdas","status":"publish","type":"post","link":"https:\/\/nawacita.co\/index.php\/2019\/01\/04\/belajar-data-science-untuk-hasilkan-model-prediksi-bisnis-cerdas\/","title":{"rendered":"Belajar Data Science untuk Hasilkan Model Prediksi Bisnis Cerdas"},"content":{"rendered":"<p>Jakarta <a href=\"https:\/\/nawacita.co\">Nawacita<\/a> &#8211;\u00a0Era revolusi industri 4.0 nampaknya memberikan kekhawatiran tenaga manusia akan digantikan teknologi. Namun, justru disinilah peluang setiap individu yang ingin mengembangkan diri di era industri baru ini dengan bantuan teknologi, salah satunya teknologi Artificial\u00a0Intelligence ( AI).\u00a0 Dalam penerapannya, salah satu konsep AI yang saat ini sedang tren di industri bisnis adalah pengunaan machine learning, atau teknologi canggih peramal bisnis. Mengapa disebut demikian? Karena machine learning mampu mengolah data, mengelompokkan, membuat pemodelan, hingga menghasilkan suatu analisis yang dapat digunakan sebagai pertimbangan pengambilan keputusan dalam bisnis. Lebih detail, Marsya Juwita Aderizal, Product Marketing Manager Microsoft Indonesia menjabarkan proses serta pemanfaatan machine learning di berbagai industri dalam kegiatan meet-up kedua Data Science Enablement Program (14\/11\/2018) lalu. Machine Learning untuk pengambil keputusan Sebagai bagian dari misi Microsoft menuju data driven business, berbagai tools penunjang bisnis untuk mengimplementasi AI kerap diciptakan, mulai dari Office 365, Power BI,\u00a0dan yang paling mutakhir Azure Machine Learning. Office 365 dan PowerBI dapat membantu bisnis melihat data historis dalam bentuk laporan maupun interactive dashboard. Namun, jika ingin mendapatkan insight\u00a0 lebih tajam, bersifat prediktif, juga dapat memberi rekomendasi terpercaya, diperlukan program machine learning yang sudah terlatih. Saat membuat prediksi model berdasarkan kriteria-kriteria dimiliki untuk menghasilkan suatu inisiatif baru, machine learning dapat menunjukkan akurasi potensi inisiatif yang akan dilakukan serta dapat menekan risiko yang sebelumnya tidak terlihat. Machine learning juga sangat ideal untuk dapat menghasilkan sebuah insight dimana teknologi ini dapat membantu manajemen mengambil keputusan berdasar data karena sistem dan logika machine learning sudah menunjukkan rekomendasi statistik yang tidak hanya berdasarkan data historis namun juga parameter-parameter lainnya. Menariknya lagi, semakin banyak data yang diolah menggunakan kemampuan data science, maka semakin cerdas machine learning sehingga keputusan yang diambil pun bisa lebih baik. Penggunaan AI dan\u00a0machine learning Sebuah studi dari Gartner Global Research menunjukkan bahwa di tahun 2020, 85% pelaku usaha di dunia akan memasukkan teknologi AI paling tidak dalam satu proses di sistem internalnya. Tak heran bila saat ini teknologi AI dan machine learning sedang ramai diperbincangkan dan diaplikasikan di berbagai industri. Di industri keuangan misalnya, teknologi AI telah digunakan melalui chatbot untuk berinteraksi dengan pelanggan, credit analysis atau risk analysis, serta fraud detection menjadi lebih cepat dan akurat. Chatbot juga sangat berguna dalam meningkatkan produktivitas customer service. Berdasarkan survei dari 86 bank, ditemukan bahwa penggunaan AI dapat meningkatkan pendapatan bank sebesar 3,4% dan menurunkan pengeluaran mereka sebesar 3,9%. Pada industri retail, penggunaan machine learning dapat memberikan pemahaman mengenai perilaku pelanggan dan segmentasi, sehingga dapat memberikan penawaran atau promo yang lebih tepat sasaran. Sementara untuk pabrik manufaktur, optimasi proses bisnis dapat dilakukan dengan mengurangi down time dan defect dengan menggunakan konsep predictive maintenance\u00a0yaitu memperkirakan kapan mesin akan rusak sehingga teknisi dapat melakukan pencegahan dengan pengecekan atau perbaikan sebelumnya.<\/p>\n<p>Walaupun terkesan canggih, sulit, dan mahal, namun bukan tidak mungkin teknologi machine learning ini untuk dipelajari. Untuk itu, Microsoft menggandeng DQLab.id melakukan inisiatif program Data Science Enablement Program. Melalui sistem pembelajaran online dan menggunakan real case project, peserta akan belajar proses pengolahan data kompleks yang sesuai dengan kebutuhan industri. Selain itu, peserta juga dapat lebih memahami pembagian segmen pelanggan, menganalisis berbagai data, hingga mengolahnya menjadi model bisnis untuk menghasilkan insight baru yang dapat diimplementasikan pada usaha mereka. \u201cSolusi teknologi Microsoft Azure Machine Learning memang dihadirkan untuk membantu setiap individu dan bisnis yang ingin berkembang. Melalui model prediksi analitis dan insights yang dihasilkan, Azure Machine Learning bisa merekomendasikan model bisnis atau cara bekerja yang lebih efektif dan menguntungkan,\u201d ujar Yos Vincenzo, Cloud and Enterprise Business Group Lead Microsoft Indonesia. DQLab.id mengundang Anda untuk belajar data science,\u00a0membuat model prediksi, dan mengolah data menggunakan studi kasus Industri dengan teknologi Azure Machine Learning. Pelajari ilmunya di DQLab.id dan langsung terapkan di bisnis Anda.<\/p>\n<p>kp<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jakarta Nawacita &#8211;\u00a0Era revolusi industri 4.0 nampaknya memberikan kekhawatiran tenaga manusia akan digantikan teknologi. Namun, justru disinilah peluang setiap individu yang ingin mengembangkan diri di era industri baru ini dengan bantuan teknologi, salah satunya teknologi Artificial\u00a0Intelligence ( AI).\u00a0 Dalam penerapannya, salah satu konsep AI yang saat ini sedang tren di industri bisnis adalah pengunaan machine [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":48598,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9546],"tags":[],"class_list":{"0":"post-48592","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-technology"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Belajar Data Science untuk Hasilkan Model Prediksi Bisnis Cerdas - Nawacita<\/title>\n<meta name=\"description\" content=\"Data Science Enablement Program (14\/11\/2018) lalu. 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