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.
Overview 12 Week Bootcamp 40hrs+ Full-Time 70hr Prep Module On-Demand Mentorship 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.
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.
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.
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.
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.
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 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.
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 Learning to use relational databases is essential for designing web applications. Use SQL to expertly manage the data held in relational databases.
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 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 Access hundreds of hours of educational materials through Compass, our custom-built learning management system.
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.