Summary of MACHINE LEARNING DALAM BISNIS

Gedung Panehan Pasca Sarjana Lantai 1,
Jl. Telekomunikasi Terusan Buah Batu,
Bandung - 40257, Indonesia

E-Mail: clove@telkomuniversity.ac.id
Khusus Dosen: +62 821-1666-3563
Khusus Mahasiswa: +62 812-2200-1813

General

KBJ3Q3 – MACHINE LEARNING IN BUSINESS

01. Introduction to Machine Learning in Business

01. Introduction to Machine Learning in Business

A Brief History of Machine Learning

02. Machine Learning with Python

02. Machine Learning with Python

Machine Learning with Python

Introduction to Python for Machine Learning

Simple Project in Python

Quiz-1

03. Data Understanding

03. Data Understanding

Introduction to Data Understanding

Assignment-1

04. Data Preparation

04. Data Preparation

Introduction to EDA

EDA in Python

Quiz-2

05. Data Mining

05. Data Mining

Data Mining in Machine Learning

Quiz-3

06. Machine Learning Category

06. Machine Learning Category

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Reinforcement Learning working

Assignment-2

07. Supervised Learning (K-Nearest Neighbor)

07. Supervised Learning (K-Nearest Neighbor)

KNN in Machine Learning

08. Project-1

08. Project-1

Project-1

09. Supervised Learning (Decision Tree)

09. Supervised Learning (Decision Tree)

Decision Tree

Quiz-4

10. Unsupervised Learning (K-Means Clustering) Part-1

10. Unsupervised Learning (K-Means Clustering) Part-1

K-Means Clustering in Machine Learning

11. Unsupervised Learning (K-Means Clustering) Part-2

11. Unsupervised Learning (K-Means Clustering) Part-2

Overview of K-Means Clustering

Assignment-3

12. Reinforcement Learning

12. Reinforcement Learning

Quiz-5

13. Generative AI & AI Ethics

13. Generative AI &amp; AI Ethics

AI Ethics

ChatGPT vs Deepseek

Assignment-4

14. Coaching Part-1

14. Coaching Part-1

15. Coaching Part-2

15. Coaching Part-2

16. Project-2

16. Project-2

Project-2

MACHINE LEARNING DALAM BISNIS

13. Generative AI & AI Ethics