Introduction to Data Science
Learn about Data Science in everyday life, Data Scientist career path, success & failure stories

Data Science Methodology
Understanding business, analytic approach, data collection, modelling, feedback, etc.

Introduction to SQL
Understanding Database & SQL concepts, condition, aggregate, join, union, pipeline, etc.

Introduction to Python (and library)
Learn Python basic, functions, and library (NumPy).

Introduction to Statistics
Understanding statistics in real business practice, correlation & causation, plot, etc.

Intermediate Python
Learn Matplotlib, dictionaries & Pandas, logic, control flow, filtering, loops, and transforming data.

Merging Data Frame
Learn how to preparing data, concatenating data, and merging data.

Basic Data Importing in Python
Understand about data importing, flat files, and relational database.

Machine Learning
Learn about supervised learning (regression, classification, fine-tuning model, etc) and unsupervised learning (clustering, transforming feature, visualization, etc).

Introduction to Digital Marketing
Learn about business trends, Digital Marketer career path, success & failure stories.

Digital Marketing Basic
Learn about paid & organic marketing, market research, and bit of data analysis.

Internet Marketing Mastery
Learn about SEO, SEM and Email marketing.

Social Media Mastery
Understanding Key Opinion Leader (KOL) marketing, mobile marketing, Facebook, Instagram, and Twitter marketing.

Google & Programmatic Ads
Learn about how to use Google Display Network (GDN), other 3rd parties services and how to optimize campaign through ads.

Analytics & Data Visualization
Learn how to evaluate campaign effectiveness, and present the campaign quality with great visualization.

Strategic Planning
Build your own campaign strategy from scratch using simple planning methodology.

Campaign Experiment
Understanding how to choose the best campaign to be invest.

Introduction to Full-Stack Developer
Learn about technology trend, full-stack developer career path, success stories.

Git: Basic, Advance, and Flow
Understanding about basic & advance command,  team collaboration, Git repository,  Git Flow.

Website Static Introduction
Understanding website development technology, development tools, and structure.

CSS and HTML (Layout & Framework) Introduction
Learn basic CSS, HTML, layout grid, form, framework boostrap (as well as making landing page), responsive web.

Hosting, Domain, Deploy
Learn basic concept of deploying and how internet works, making free hosting account, and deploy static website.

Programming Fundamental
Understanding programming language, SDLC concept, agile, data type & operator, function.

Introduction Javascript (Library) and Backend Introduction
Learn about Javascript (JS), console, and JS library, BE, JSON API, query and ajax.

Introduction to ES6 and Nodejs
Learn about ES6 and Nodejs, package manager, framework, and simple application.

DB and ORM Introduction
Learn about DB and ORM, DB schema, query builder.

MVC and CRUD API
Understanding MVC model as well as create, read, update, and delete data API.

Query Search and Parameter
Continuing CRUD API and read data by parameter.

Introduction to Internet & Javascript
Learn about how internet works, hosting, JS facts, browser, development tools, and Document Object Model.

Basic & Advance CSS
Understanding about selector, pseudo CSS, adaptive vs responsive CSS) specificity, display properties, float vs flexbox, and preprocessor & post processor.

Essential Javascript Language & Ecosystem
Learn about JS: library vs framework, environment, history, package manager, FE development, build tools, etc.

Basic & Advance React
JSX, react lifecycle, conditional rendering, styling react, higher order component, render props, and ref forwarding

Redux
Understanding redux (problems & solutions) and middleware.

Query Language
Introduction to Graphql, Apollo framework, and tools around GQL.

Testing
Learn how to do test using Jest and automated test with pupeteer.