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Data Science Part-Time

General Assembly
  • Awarded by
    General Assembly
  • Qualification
    Short Course
  • Study Mode
    Online
    On Campus
  • Course Cost
    $5,000
  • Duration
    10 Week Part-Time
  • Payment Option
    Payment planUpfront payment
  • Duration
    10 Week Part-Time
  • Start Date
    Enquire now for upcoming start dates.
  • Location
    NSW | VIC
  • Career Outcomes
    Database Designer | Assistant Database Developer | Assistant Database Specialist | View all

overviewCourse Overview

Create robust predictive models with statistics and Python programming. Build confidence and credibility to tackle complex machine learning problems on the job.

A part-time 10-week, in-person, or remote course for data professionals that teaches them to solve problems using computation that involve large data sets.

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What you'll learnWhat You'll Learn

Designed With — and for — Data Professionals

Concentrate on the most important tools for data scientists on the job. GA’s data science advisory board regularly curates the best practices and innovative teaching approaches of our entire expert network to emphasise real-world relevance and meet evolving employer demands. Its work ensures that students graduate ready to tackle the challenges they’ll face in the field.

Harness the Predictive Power of Data

Tailored for students with quantitative or programming backgrounds, this course dives into the essentials of data science: Python programming, exploratory data analysis, data modelling, and machine learning. Get the hands-on experience you need to synthesise extremely large data sets, build predictive models, and tell a compelling story to stakeholders.

WHAT’S COVERED 

Programming Basics

Practice the fundamentals of evidence science by practising basic functions in Python.

  • What is data science
  • Your development environment
  • >Foundations of Python

Research Design and Exploratory Data Analysis

Practice exploratory data analysis for cleaning and aggregating data and understanding the basic statistical testing values of your data.

  • Exploratory data analysis in pandas
  • Experiments and hypothesis testing
  • >Data visualization in python
  • Statistics in python

Create linear and logistic regression models, and branch from statistics into machine learning with kNN and classification. 

  • Linear regression
  • Train-test split
  • KNN and classification
  • Logistic regression

Learn and practice core machine learning models to evaluate complex problems

  • Decision trees and random forests
  • Working with API data
  • Natural language processing (NLP)
  • Time series

Why study withWhy Study With General Assembly

Since 2011, General Assembly has transformed tens of thousands of careers through pioneering, experiential education in today’s most in-demand skills. When you learn web development, data, design, business, and more with GA, you get:

  1. Award-winning curriculum and expert instructors, on campus and online.
  2. A global, professional community of 40,000-plus full- and part-time alumni.
  3. Career results from leading-edge courses, with mentorship each step of the way.

Founded in New York City, General Assembly is creating a global community of individuals empowered to pursue work they love, by offering short-from upskilling programs through to 12 week immersive programs designed to help you land a role in the tech industry.

Courses can be taken on campus at locations in Sydney and Melbourne or virtually via a Live Online Remote Format.

Be part of a supportive community during every step of your learning journey and beyond!

At GA, you will have a dedicated student success producer, to guide you through the course and ensure you are supported throughout your journey. You will also have the opportunity to attend regular social events, to mingle with other students and alumni.

Where will it lead meWhere Will It Lead Me?

Upon successful completion of this course, you will obtain a certificate of completion of the Data Science Part-Time course from General Assembly. 

In this course, students will learn how to create a basic website with HTML and CSS. Then, students progress to programming with Javascript and JQuery basics. Finally, students build an interactive website that showcases their learning and skill. The course covers such popular front-end development tools as Git, GitHub, text editors, HTML5, CSS3, Javascript and Responsive web design.

  • Database Designer
  • Assistant Database Developer
  • Assistant Database Specialist
  • Data Scientist
  • Big Data Visualiser
  • Database Developer

How much will it costHow Much Will It Cost?

The fee for this course is $5,000.

General Assembly offers affordable payment options to help you start your studies sooner:

  • Make repayments through Study Loans
  • Or, pay your course fees upfront via credit card.
  • Make repayments through zipMoney

Pre-requisitesWhat You'll Need To Get In

To be eligible to study this course, applicants must have:

  • A basic understanding of statistics; AND
  • A basic understanding of variables, functions and lists in Python

Campus locationsCampus Location

Campus locations

This course can be delivered on campus to provide you with practical training in a face-to-face learning environment. It is available to study at the following locations:

New South Wales

Sydney

Victoria

Melbourne
You can also choose to study this course entirely online.
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