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1
Preparation (00:00)
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Tools Requirement and Installation
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2
Critical Thinking, Analytical Thinking & Communication Skill (00:00)
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Sesi 1 - Critical Thinking, Strategic Thinking & Proactive Learning
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Sesi 2 - Communication Skill
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3
Mastering SQL (00:00)
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Pre Test Part 1
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Sesi 3 - Introduction to Databases and SQL
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Sesi 4 - Aggregate Functions and Grouping Data
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Sesi 5 - Joins, Subqueries, and Nested Queries
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Post Test Part 1
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4
Python for AI Development (00:00)
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Pre Test Part 2
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Sesi 6 - Terminal, Environment, Git & Github
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Sesi 7 - Introduction to Python
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Sesi 8 - Conditions and Loops
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Sesi 9 - Function, Basic Module, and Package
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Sesi 10 - Python Object-Oriented Programming (OOP)
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Sesi 11 - Data Cleaning and Manipulation using Pandas
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Sesi 12 - Data Gathering using Web Scraping
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Sesi 13 - Data Communication with API
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Sesi 14 - Mentoring dan Review
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Sesi 15 - Mini Project 1 Announcement
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Sesi 16 - Mini Project 1 Completion
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Post Test Part 2
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5
AI, LLM & RAG Application Development (00:00)
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Pre Test Part 3
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Sesi 17 - Foundation Models
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Sesi 18 - Prompt Engineering Essentials
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Sesi 19 - Prompt Optimization
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Sesi 20 - LLM API dan Vector Database
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Sesi 21 - Structured Output
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Sesi 22 - RAG Fundamental
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Sesi 23 - RAG Architecture
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Sesi 24 - RAG Optimization
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Sesi 25 - Chatbot Deployment
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Sesi 26 - Text-to-SQL Fundamental
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6
Emotional Intelligence (00:00)
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Sesi 28 - Workshop: Emotional Intelligence
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7
AI, LLM & RAG Application Development (00:00)
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Sesi 29 - Mini Project 2 Announcement
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Sesi 30 - Mini Project 2 Completion
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Post Test Part 3
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8
Workflow Automation & Agentic AI (00:00)
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Pre Test
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Sesi 31 - n8n and Automation Foundations
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Sesi 32 - n8n Workflow Logic
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Sesi 33 - n8n Workflow Reliability
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Sesi 34 - AI-Powered Automation with MCP
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9
LLM (00:00)
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Sesi 32 - Final Project Announcement
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Sesi 33 - Prompt Engineering and Optimization
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Sesi 34 - LLM Model and API Integration
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Sesi 35 - Retrieval Augmented Generation
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Post Test
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10
Final Project Completion (00:00)
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Sesi 36 - Final Project Mentoring
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Sesi 37 - Final Project Mentoring
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11
Career Preparation (00:00)
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Sesi 38 - How to Write a compelling and professional CV
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Sesi 39 - Strategies and Techniques to prepare job interviews
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12
Presentation (00:00)
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Sesi 40 - Final Project Presentation
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