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Data Science Bootcamp

 

Holmesglen has partnered with Lighthouse Labs to offer an intensive program aimed at those serious about a career in data science. Lighthouse Labs is a start up that has quickly grown to be one of Canada's largest web development and data science training companies. Its main point of difference is that it was started by developers for developers. Partnering with Holmesglen to deliver this for the first time in Australia , this course will provide you a global and relevant education in a supportive but intensive Bootcamp format.


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Have questions about Data Science? Book a free session with the learning advisor Laurila who will answer all your questions.

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web development curriculum

Overview



12 Week Bootcamp

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40hrs+ Full-Time

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70hr Prep Module

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On-Demand
Mentorship

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The goal of the Data Science Bootcamp is to transform you into a professional data scientist. The  bootcamp will provide you with the skills, knowledge, and confidence to launch a career in data science. You will learn how to navigate and use these data science tools from SQL to Python to Machine Learning.  With the support of a diverse community of mentors and peers, our industry-driven bootcamp programs will provide you with the skills and support to kick-start your career pathway as a Data Scientist, Engineer, Analyst, or other data-driven role.

What you will learn

data engineering   Data Foundations

Dive into Python and get to know fundamental tools such as Git, GitHub, bash commands, and Jupyter Notebooks. Build up your foundations in probability and statistics, and learn how to access JSON APIs to fetch datasets and extract key insights.

reactJs
Data Wrangling

Learn how to clean and structure complex data sets. Apply different data wrangling techniques to prepare JSON and XML files, leverage SQL to clean your data, and use APIs to access data from various sources.
 

ruby rails
Data Visualisation

Discover how to translate your data into shareable insights with data visualisation. Learn the most popular tools - like matplotlib, Seaborn, and Plotly - and learn how to select the best tools to convey the story you want to tell.
 

html-css
Machine Learning

Machine Learning is core to applied Data Science, and you’ll learn how to build Machine Learning models from the ground up, including data preparation, dimensionality reduction, optimization and evaluation.

SQL database 
 Data Engineering

Learn how to improve data quality and move models into production and deployment. Develop data engineering pipelines and Machine Learning deployment using cloud tools like Apache Spark, Docker, Flask, and more.

Deep Learning
Deep Learning

Dive into deep learning techniques and learn about the densely-connected neural networks that drive performance. Learn to identify the appropriate neural network architecture for a given problem and data set.

Inside the Data Science Bootcamp curriculum

 

Download the curriculum package for a more detailed look at the Data Science Bootcamp curriculum, educational philosophy, and the support structures we use to support you throughout your Bootcamp journey and beyond.

Download Curriculum Package
data science curriculum


Learn from home

 

Since 2013, Lighthouse Labs been offering outcomes-driven education to over 1,500 career-minded students and successfully delivered immersive remote education to cohorts around the world.

Same great education and career services, also available online.

How the Data Science Bootcamp is structured:

 

* Times based on AEST (Australia/VIC) timezone

  •  
    9AM - 10AM
    Morning self-study
    This is your time to settle in, practise yesterday's lessons, some data science tools, libraries, environments, and workflows, and get ready for the day before morning lecture starts promptly at 10am.

    lecture21.png
  •  
    10AM - 12PM
    Interactive morning lecture
    Led by our awesome instructors, morning lectures elaborate on the concepts you'll need to know as a Data Scientist. Lectures help you better understand the theory, and give you new perspectives to solve issues you may encounter throughout the day.

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  • Work on exercises and projects
    This is when you get your hands dirty. You'll be working for the majority of the day on completing your assignments and data projects. If you get stuck, just holler and our mentors will come running.


    Timeline-2.png
  •  
    5PM - 6PM
    Take a break
    This is your chance to stretch your legs, breathe fresh air, and grab some food before your evening coding sprint.


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  •  
    6PM - 9PM
    Continue work on projects
    Evening mentors are available as you continue working on the day's challenges and prepare for the following day.


    Timeline-4.png
Morning self-study
This is your time to settle in, practise yesterday's lessons, some data science tools, libraries, environments, and workflows, and get ready for the day before morning lecture starts promptly at 10am.

lecture21.png


Tools and Resources

 

Flexible Lectures

flexible_lectures
Engage with lectures using interactive live-stream technology, with the freedom to choose between 2 lecture schedules. Miss something? Catch up on your own time with recorded sessions.

Personalised Mentorship

personalised_mentorship
Learning to use relational databases is essential for designing web applications. Use SQL to expertly manage the data held in relational databases.

Group Work

Group Work
Collaborate and share ideas with your cohort through online co-working spaces. Our team of expert mentors will always be there to guide you along the way.

Technical Interviews

Technical Interviews
You won't just learn these skills, you'll learn how to communicate them too. Round out your ability to succeed at tech interviews with interactive online whiteboarding sessions.

Online Campus

Online Campus
Access hundreds of hours of educational materials through Compass, our custom-built learning management system.
 

Real-Time Support

Real-Time Support
Our dedicated student support team is available to assist you in real-time, so you get help when you need it the most.
 
 

We use a suite of technologies to ensure the best online learning

Zoom

Zoom

VS live share

VS Live Share

Discord

Discord

Slack

Slack

GitHub

GitHub

 

Google Meet

Google meet

 
 

Admission Process

 

To ensure that everyone who passes through this program is set up for success, we use the following admissions process:
 

  •  
    1. Apply online
    6-10 weeks before your intended start date, you'll fill out a short application to introduce yourself with the important details that help us get to know you. New cohorts fill up on a rolling basis, so make sure you submit your application as soon as possible.
    apply online
  •  
    2. Interview
    This group interview will give us another way to understand you better, and talk to you all about the bootcamp. This is also your opportunity to ask us questions and meet some of your potential classmates.
    interview
  • After the last stage, successful candidates are sent over study material that will prepare them for the assessments. Coding experience isn't necessary to perform well here. You'll complete them on your own time within 2 weeks.

    logic and technical assessment
  •  
    4. Enrol and Prep for the Program
    Once you're accepted into a cohort, you'll need to submit a deposit by credit card to reserve your spot. The rest of your tuition is due 2 weeks before your start date. For more information on our payment plans, please contact 03 9564 1546.

    Before starting, you'll spend 70 hours completing prep modules. These will introduce you to the basic technologies you'll use throughout the bootcamp. You will need to complete these at least 1 week before your first day of bootcamp.


    enroll and prep for the program
6-10 weeks before your intended start date, you'll fill out a short application to introduce yourself with the important details that help us get to know you. New cohorts fill up on a rolling basis, so make sure you submit your application as soon as possible.
apply online


2023 Start Dates & Fees

 

Start Date: 3 April 2023

Applications close: 3 March 2023

 

Students will be asked to complete a 70-hour prep module prior to bootcamp commencement.

 

BOOTCAMP WITH CAREER BOOST

 

$13,000*

GST exempt

 


Personalised, 1:1 career support from the team that’s achieved 95% employment rate.

  • ✔ Full-time Bootcamp
  • ✔ Demo Day
  • ✔ 3 Career Workshops
  • Lifetime Access to Job Resources
  • ✔ Personalised Job Searching
  • Networking on Behalf of Students
  • ✔ Early enrolment discount
  Apply Now

 


* All prices are in AUD. GST exempt. Deposit is required to secure your spot.

Frequently Asked Questions

You don’t need any experience in data science to succeed and be connected to employment afterward. This program will provide you with everything you need to work as a professional data scientist at an entry-level or junior position.
 
Our data science bootcamps are held live online. Call us for more information on how to apply, or visit our Online Experience page to learn more.
No, applicants to Holmesglen Data Science Bootcamp do not need to be Holmesglen students. This program is offered through our partner, Lighthouse Labs.
The first step to becoming a data scientist is laying your basic foundation with our Prep Course. The 70 hours you’ll spend on completing preparatory work will introduce the basic technologies you’ll use to get you ready and set to learn in the classroom on Day 1.
Data analysts use past data to draw meaningful insights, identify trends, develop charts, solve problems and help businesses make more strategic decisions. They analyze well-defined sets of data using different tools to answer tangible business questions.
 
Data Scientists estimate and predict the unknown by asking questions, writing algorithms, and building predictive models to help businesses make more strategic decisions. Data scientists are typically tasked with designing data modeling processes, as well as creating algorithms and predictive models to extract the information needed by an organization to solve complex problems.
No previous data science, data analysis, or programming experience is required to attend Lighthouse Labs. As with our Web Development Bootcamp, every student needs some serious grit to excel (ha!) here, as well as a commitment to teamwork and a genuine interest in building their future career in business.
The Bootcamp educational model is built very differently from the way you learned in high school and/or university. Holmesglen’s partner Lighthouse Labs practises a flipped, immersive model of education that puts the emphasis on the development of practical skills through building real-world applications using an incremental and cumulative collection of tools and best practices.
 
Lectures take up a maximum of two and a half hours on any given day, with another eight to ten hours being spent each day working in a lab setting. You can expect to introduce yourself to new concepts through readings and exercises, getting your knowledge bolstered and backfilled with lectures throughout the week.
 
It is our core belief that 70% of the learning should be done on the job and we’ve tailored every part of our program around it. Our curriculum is constantly iterated and updated by a community of passionate data science mentors based on feedback from employers, students, alumni, and industry trends. We won’t teach you everything about Data Science (that takes years of practice), but we will give you the foundation so you can continue learning in your new career as a Data Scientist as quickly as possible.
The relevance of data science skills to a career goes beyond traditional roles like data analysts and data scientists. Because of the increased digitization of practically every industry, and the explosion of available data, being well-versed in data can be a lucrative skill for nearly everyone.

Depending on the performance of our graduates during Bootcamp and their previous related experiences and education, our successful grads will be equipped for any of the following roles at a junior level:
 
Data Scientist
Data Analyst
Data Systems Developers
Machine Learning Engineers
Data Ops / Engineers
 

Yes! If you enrol in the Bootcamp with Career Boost program, you can get job support from Lighthouse Labs' Career Services team after you arrive in Canada and prove your legal working rights.

All information is correct at the time of printing but subject to change.

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