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RPS Kecerdasan Buatan
[Individual] Assignment 1: House Price Prediction
[Individual] Assignment 2: Breast Cancer Prediction
[Individual] Simple Regression Kelas A dan B
Simple Classification - Kelas A
Simple Classification - Kelas B
Final Project
Week 01 - Introduction to Artificial Intelligence
[PRESENSI] Lec 01 - Introduction to Artificial Intelligence
Week 02: Python for AI and Machine Learning I: Regression Problem
[PRESENSI] Install Anaconda, Best Practise, and Data Extraction
[PRESENSI] Data Exploration
[PRESENSI] Data Preprocessing
[PRESENSI] Model Development and Evaluation
Week 03: Regression with Linear Regression Algorithm
[PRESENSI] Lec 03 - Regression with Linear Regression Algorithm
[LECTURE RECORDING] Week 03: Regression
Week 04: Python for AI and Machine Learning II: Classification Problem
[PRESENSI] Classification Implementation (Prediction of Breast Cancer Diagnosis)
Week 05: Classification with Logistic Regression Algorithm
[PRESENSI] Lecture 5: Logistic Regression
Week 06: Python for AI and Machine III: Getting Started with Neural Network and TensorFlow
[PRESENSI] Video Intro 1: Menggunakan Google Colab and Library TensorFlow
[PRESENSI] Video Intro 2: Membuat Tensors dengan tf.constant()
[PRESENSI] Video Intro 3: Perbedaan Skalar, Vektor, Matriks, dan Tensor
[PRESENSI] Video 1: What is Machine Learning?
[PRESENSI] Video 2: First Step in Computer Vision
[PRESENSI] Video 3: Convolution and Pooling
[PRESENSI] Video 4: Coding with Convolutional Neural Networks
Week 07: Neural Network Representation and Learning
[PRESENSI][Kelas Offline dan Zoom] Introduction to Neural Network Representation and Learning in Colab
Week 08: Mid Term Exam (UTS: 29 March 2022)
Ujian Tengah Semester
Week 09: Regression with Neural Networks in TensorFlow Part I
[PRESENSI][Kelas Offline dan Zoom] Simple Regression with Neural Networks
Week 10: Inovasi Artificial Intelligence dalam Pencapaian SDGs Kesehatan (Webinar)
[PRESENSI] Inovasi AI dalam Pencapaian SDGs Kesehatan
Week 11: Regression with Neural Networks in TensorFlow Part II
[PRESENSI] Simple Regression - Completed
Week 12: Classification with Neural Networks in TensorFlow Part I
[PRESENSI] Classification with Neural Network
Week 13: Classification with Neural Networks in TensorFlow Part II
[PRESENSI] Week 13A - Classification Fashion Mnist 1
[PRESENSI] Week 13B - Classification Fashion Mnist 2
Week 14: Computer Vision with Deep Learning in TensorFlow
[PRESENSI] Lab 14A - ConvolutionaI 1
[PRESENSI] Lab 14B - Convolution 2
Week 15: Final Project Presentation
[PRESENSI][Live Webinar] Artificial Intelligence in Dentistry
Week 16: Final Exam (UAS)
Unggah Kartu Ujian
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Kecerdasan Buatan
Teacher:
531141112024 Chandra Prasetyo Utomo
Synchronous Meeting Type
:
Blended (Online and Face-to-Face)
Skill Level
:
Beginner
