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  • Course data
    General
    Pengumuman
    Kriteria Project Akhir Kecerdasan Buatan v.2
    Template Laporan Proyek Akhir
    Peer Assessment
    Pengumpulan File Notebook
    Pengumpulan File Laporan
    Pengumpulan File Peer Assesment
    Introduction to AI
    [PRESENSI] Lecture_01_Introduction to Artificial Intelligence
    Week 2: Python for AI : Regression Problems
    [PRESENSI] Lecture_02_Regression1
    [PRESENSI] Introduction to Google Colaboratory
    [PRESENSI] Dasar-Dasar Python
    [Praktikum] Introduction to Python
    Week 3: Python for AI: Regression Problem 2
    Matplotlib Documentation
    Seaborn Documentation
    New York City Airbnb Dataset
    Latihan Data Visualization
    [PRESENSI] Data_Visualization_with_Python.ipynb
    Week4: Classification Problem 1
    House Price Prediction Data
    Google Colab House Price Prediction
    Data Preprocessing
    Model Development and Evaluation
    [PRESENSI] Pengumpulan House Price Prediction
    Week 5: Classification Problem 2
    Dataset Breast Cancer
    Google Colab Breast Cancer Prediction
    Classification (Prediction of Breast Cancer Diagnosis)
    [PRESENSI] Pengumpulan Breast Cancer Prediction
    Week 6: TF & Simple Regression
    Introduction to Tensorflow
    Neural Network Regression with TensorFlow
    00_tensorflow_fundamentals_student.ipynb
    01_neural_network_regression_in_tensorflow_student.ipynb
    [Presensi] Pengumpulan Latihan Neural Network Regression in Tensorflow
    Week 7: TF & Simple Regression 2
    Classification Problem with TensorFlow
    Sesi 1: Simple Neural Network Classification in TensorFlow
    Sesi 2: Study Case
    Pengumpulan Simple Neural Network Classification in TensorFlow
    Pengumpulan Breast Cancer Classification with TensorFlow
    Mid Term Exam
    Week 8: Neural Network
    [PRESENSI] Neural_Network
    Week 9: Computer Vision 1
    [PRESENSI] Lecture_09_CNN_Annotated
    Week 10: Computer Vision 2
    [PRESENSI] Lecture_10_CNN_Annotated
    RoomClassification_Student.ipynb
    FashionMnist.ipynb
    Pengumpulan Fashion Mnist
    Pengumpulan Room Classification
    Week 11: Computer Vision 3
    [PRESENSI] Lecture_11_CNN_Annotated
    Week 12: NLP 1
    [PRESENSI] Natural Language Processing
    TextClassification_Student_1.ipynb
    text_classification_1_sentiment labelled.zip
    TextClassification_Student_2.ipynb
    text_classification_2_movie.zip
    Pengumpulan Text Classification
    Week 13: Time Series 1
    BTC_USD_CoinDesk.zip
    Time_Series_Student.ipynb
    Pengumpulan File Notebook
    [PRESENSI] Time Series
    Week 14: Project Presentation
    [PRESENSI] Archaeopteryx
    [PRESENSI] Solid Project
    [PRESENSI] Menino_Java
    [PRESENSI] Blossom
    Final Exam
    UAS
    Unggah Kartu Ujian
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Course information

Kecerdasan Buatan 2022/2023 Kelas B

  • Teacher: 1402019003 Achmad Dino Saputra
  • Teacher: 1402019111 Aprillia Nur Azizah
  • Teacher: 531141112024 Chandra Prasetyo Utomo
  • Teacher: 531141195010 Elan Suherlan
  • Teacher: 1402019130 Millata Tasyakhanifa
  • Teacher: 531141123046 Shindy Arti
  • Teacher: 1402019131 Yasin Alfi Yahya
Synchronous Meeting Type: Blended (Online and Face-to-Face)
Skill Level: Beginner

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Indonesia

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