Sebuah lembaga perbankan di portugal sedang membuat layanan marketing baru berupa kampanye penjualan deposito berjangka dari panggilan telepon. Lembaga tersebut telah memiliki sejumlah data terkait yang berisi hasil penjualan dari telepon. sebagai seorang data analis kita diminta untuk membuat model yang dapat memprediksi klien yang berpotensi berlangganan deposito berjangka (variabel y).

Our task is to create a demand model for shared bikes using the available independent variables. This model will serve as a valuable tool for the management team to gain insights into how demand for shared bikes fluctuates in response to various features or factors. By analyzing this model, the management can make informed decisions and adjust their business strategy to align with changing demand levels, ultimately meeting customer expectations effectively.

Exploratory data analysis of Transjakarta, an Indonesian public transportation firm in Jakarta, operates a diverse range of transit options, encompassing large buses (both BRT and non-BRT) as well as mini buses

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