Sesi 1 - Critical Thinking, Strategic Thinking & Proactive Learning

Sesi 2 - Communication Skill

Sesi 3 - Introduction to Data Analytics and Data Governance

Sesi 4 - Business Knowledge and Data Driven Decision Making

Pre Test Part 1

Sesi 5 - Introduction to Python

Sesi 6 - Conditions and Loops

Sesi 7 - Function, Basic Module, and Package

Sesi 8 - Data Cleaning and Manipulation using Pandas

Sesi 9 - Data Gathering using Web Scraping

Sesi 10 - Data Communication with API

Sesi 11 - Data Visualization using Matplotlib and Seaborn

Sesi 12 - Practical Descriptive Statistics

Sesi 13 - Practical Inferential Statistics

Post Test Part 1

Pre Test Part 2

Sesi 14 - Introduction to Machine Learning and Regression

Sesi 15 - Feature Engineering Part 1

Sesi 16 - Feature Engineering Part 2

Sesi 17 - Regularization and Classification

Sesi 18 - Decision Tree, Ensemble Learning and Hyperparameter Tuning

Sesi 19 - Unsupervised Learning

Sesi 20 - Building Machine Learning Apps with Streamlit

Sesi 20 - Mini Project 1 Announcement

Sesi 21 - Time Series Part 1

Sesi 22 - Time Series Part 2

Sesi 23 - Mini Project Completion 1

Post Test Part 2

Pre Test

Sesi 24 - Introduction to Artificial Neural Network

Sesi 25 - Training Neural Network and Optimization

Sesi 26 - Tensorflow and Pytorch Framework

Sesi 26 - Mini Project 2 Announcement

Sesi 27 - Computer Vision

Sesi 28 - Natural Language Processing

Sesi 29 - TF Model Deployment

Sesi 30 - Mini Project Completion 2

Post Test

Sesi 31 - Workshop: Emotional Intelligence

Pre Test

Post Test