Course Content
Definisi, Konsep, dan Terminologi
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Selamat datang di Kelas Kecerdasan Buatan Berbasis Phyton
01:53
What is Artificial Intelligence
10:42
AI and The Future of Jobs
09:33
Learning AI – Bagian 01
08:01
Learning AI – Bagian 02
09:00
Machine Intelligence Continuum – Bagian 01
07:51
Machine Intelligence Continuum – Bagian 02
08:00
Expert Systems and Machine Learning
07:53
Supervised Learning
09:00
Unsupervised and Reinforcement Learning
11:40
AI for Medical Diagnosis and Healthcare Systems
10:27
AI in Traffic Monitoring and Security
10:38
Kuis
Langkah Membangun Solusi Berbasis Kecerdasan Buatan
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Know your data
10:19
Types of Data
09:38
Observing Real Case Training Dataset
08:19
Common problems with data – Bagian 01
07:57
Common problems with data – Bagian 02
11:18
Machine Learning vs Data Science
11:36
Data science life cycle
06:00
Workflow of a data science project
08:46
What ML can and cannot do – Bagian 01
11:44
What ML can and cannot do – Bagian 02
08:00
Various Tasks in ML Projects
09:31
Workflow of a machine learning project
12:00
Kuis
Etika dan Dampak Sosial Kecerdasan Buatan
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Racial and Gender Bias in AI Part 01
07:41
Racial and Gender Bias in AI Part 02
09:53
How AI Learns Unhealthy Stereotypes
08:20
Explainable Artificial Intelligence part 01
06:10
Explainable Artificial Intelligence Part 02
09:50
Deep Fakes Part 01
08:00
Deep Fakes Part 02
09:35
Cyberattacks Part 01
07:19
Cyberattacks Part 02
06:54
Cyberattacks Part 03
08:37
Ethics in AI Part 01
12:42
Ethics in AI Part 02
11:40
Kuis
Konsep Transformasi Data, Ekstraksi Fitur, dan Seleksi Fitur dalam Machine Learning
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Introduction to Data Preparation for Machine Learning
13:49
Overview of Data Preparation Part 01
10:26
Overview of Data Preparation Part 02
12:19
Data Cleaning Part 01
13:53
Data Cleaning part 02
13:35
Feature Selection Part 01
07:21
Feature Selection Part 02
15:38
Feature Selection Part 03
10:00
Data Transforms Part 01
10:52
Data Transforms Part 02
12:51
Introduction to PCA Part 01
15:00
Introduction to PCA Part 02
15:32
Kuis
Kecerdasan Buatan (01) Aspek Dasar
Please complete previous Lesson first
Selamat datang di Kelas Kecerdasan Buatan Berbasis Phyton
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