This 2-day workshop is a beginner-friendly introduction to data science and AI.
If you have ever wondered how spam classification algorithms work and how Gmail’s automatically label incoming emails, dive in with us in this hands-on machine learning workshop led by Algoritma’s acclaimed team of instructors. The workshop combines highly effective natural language processing (NLP) theories, hands-on coding and programming sessions to help students understand — and implement — some of the most widely used text mining techniques.
By building a text classifier algorithm, students will learn the fundamentals of Indonesian natural language processing. They will also be guided through the right approach to fine-tuning algorithms in order to create their own text classifier modeled after real-life business cases.
SCHEDULE
Day 1 — 17:30 – 18:00
Know-your-neighbors: Registration and Networking
Day 1 — 18:00 – 19:00
R Programming Language: Utilizing R Studio for daily-use data analytics
Day 1 — 19:00 – 19:30
NLP for Business: Creating added value using NLP technologies in different industries
Day 1 — 19:30 – 21:00
Preprocessing Text Data: Work with corpus, tokenization, and stemming
Day 2 — 18:30 – 19:00
Exploratory Text Mining: Understanding document-term matrix and getting insights of text data
Day 2 — 19:30 – 20:00
Naïve Bayes Classifier: Intuitive explanation of Naïve Bayes machine learning techniques
Day 2 — 20:00 – 21:00
Building Text Classification: Step by step hands-on coding session creating news article classifier
* The 2-day workshop is taught in Bahasa Indonesia, Please bring along a laptop
* For complete syllabus: click on the link below
