Data Science Immersive: Singapore (Bootcamp)
General Assembly (online)
Online Only
Your best course for career transformation. This full-time data science bootcamp features expert instruction, one-on-one career coaching, and connections to top employers to get you hired.
Inside the Award-Winning Curriculum
Made With — and for — Top Employers
Data science has topped LinkedIn’s Emerging Jobs Report for three years running. Capitalize on-demand with a program that's primed for industry relevance. Our curriculum is guided by the Data Science Standards Board — a group of data executives from companies like Bloomberg and Nielsen.
Gain a Well-Rounded Technical Foundation
Get hands-on with the skills you need to derive value from complex data. Dive into Python, data analysis, and statistical modeling. Then, branch into machine learning with algorithms of increasing complexity, from decision trees and random forests to natural language processing and neural networks.
Put Predictive Modeling Techniques Into Practice
Tackle five projects, compiling a professional-grade portfolio of compelling stakeholder presentations and data visualizations. For your capstone, you’ll put machine-learning models into production to address a real-world data challenge.
Course Overview
- Made With — and for — Top Employers
- Gain a Well-Rounded Technical Foundation
- Put Predictive Modeling Techniques Into Practice
Curriculum Overview
- Pre-Work: 12 Hours of Online Tutorials
- Unit 1: Data Science Fundamentals
- Unit 2: Exploratory Data Analysis
- Unit 3: Classical Statistical Modeling
- Unit 4: Machine Learning Models
- Unit 5: Advanced Topics & Trends
Testimonials
Kevin Coyle
GA Los Angeles Graduate
"The best thing about my (program) was by far the sense of community… The instructors in my Data Science class remain close colleagues and the same for students. Not only that, but GA is a fantastic ecosystem of tech. I've made friends and gotten jobs from meeting people at events held at GA.”