WHAT YOU WILL LEARN
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
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.
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.
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...
Discover how to translate your data into shareable insights with data visualization. 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.
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.
Student Outcomes Report
Let the data speak for itself: access key insights about Lighthouse Labs bootcamp graduates. Learn about our industry-leading graduate employment rate, starting salaries, and more, throughout a year of economic strain and downturn.
Our students put their trust in us, so we hold ourselves to the highest standards to ensure that everyone coming into our program is set up for success..
A short 5-10 minute application for you to introduce yourself, including your education, previous experience, and your superpower. You know, the important details that help us get to know you. New cohorts fill up on a rolling basis, so make sure to submit your application as soon as possible!
Our admissions team will get in touch (quickly!) after reviewing your application and invite you for an interview. During the interview, we'll discuss your background and post-bootcamp goals so we can get to know you better. This is also your opportunity to ask any questions you might have. The interview is a chance for both of us to assess if this program is a fit for you.
The first step to becoming a Data Scientist is laying good foundations with our Prep Modules. This free, self-paced online course will introduce you to the technologies and tools you’ll use throughout bootcamp, including Git, Github, Python and math concepts. You’re required to complete the Prep Modules before your first day of bootcamp.
Your education with Soldiers In Tech is 100% covered by Roland Gossage Foundation. Let us help you get into a new career and future.
We believe that the best developers are passionate, lifelong learners. As for you: you see bootcamp as more than just the means to an end, and it shows in your ever-growing list of side projects.
Aptitude for coding
Some brains are just wired for coding, no matter their previous exposure or education. Veterans are often required to think in a logical, structured way that lends itself beautifully to a career as a developer.
Becoming a developer is far from easy. This bootcamp program requires motivation, determination, hard work, and resilience. Veterans are often goal-oriented and have a solid idea of what they want to accomplish and then work hard to get it done.
Post-service Canadian military veterans
Spouses affiliated with a Canadian veteran or active service-member
In case it wasn’t clear:
No previous data science, data analysis, or programming experience is required to attend Lighthouse Labs.