SI1605 Pemrograman 6 (Python Data Science)

Section outline

• Select section General

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  General

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  • Select activity Announcements

    

    Announcements Forum
• Select section Pengantar

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  Pengantar

  1. Kontrak mata kuliah.
  2. Sekilas tentang Data Science.

  • Select activity RPS

    

    RPS File

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• Select section Pengenalan Google Colab

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  Pengenalan Google Colab

  • Select activity YouTube

    

    YouTube URL

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• Select section Data Science dan Penerapannya

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  Data Science dan Penerapannya

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    PDF File

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• Select section Pandas DataFrame

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  Pandas DataFrame

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    PDF File

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• Select section Plot

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  Plot

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    PDF File

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• Select section Perbedaan Artificial Intelligence, Machine Learning, dan Deep Learning

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  Perbedaan Artificial Intelligence, Machine Learning, dan Deep Learning

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    YouTube URL

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• Select section Regresi Linear Satu Variabel (Studi Kasus Prediksi Harga Rumah)

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  Regresi Linear Satu Variabel (Studi Kasus Prediksi Harga Rumah)

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    Materi URL

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• Select section Regresi Linear Multi Variabel (Studi Kasus Prediksi Harga Rumah)

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  Regresi Linear Multi Variabel (Studi Kasus Prediksi Harga Rumah)

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• Select section Regresi Logistik (Studi Kasus Prediksi Pembeli Asuransi)

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  Regresi Logistik (Studi Kasus Prediksi Pembeli Asuransi)

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• Select section Regresi Logistik dan K-Nearest Neighbors (Studi Kasus Prediksi Penumpang Kapal Titanic)

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  Regresi Logistik dan K-Nearest Neighbors (Studi Kasus Prediksi Penumpang Kapal Titanic)

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• Select section Support Vector Machine (Studi Kasus Analisis Sentimen)

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  Support Vector Machine (Studi Kasus Analisis Sentimen)

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    PDF File

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• Select section Recurrent Neural Network (Studi Kasus Identifikasi Berita Hoax)

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  Recurrent Neural Network (Studi Kasus Identifikasi Berita Hoax)

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    PDF File

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• Select section Convolutional Neural Network (Pengenalan Gambar)

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  Convolutional Neural Network (Pengenalan Gambar)

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