fbpx

Data Science Diploma (Full-Time)

In 12 intensive weeks, learn Data Science from Python to advanced Machine Learning, code your own data applications and boost your career.

Apply Now

Overview

Make a Career Choice With a Growing Demand

Most companies aren’t yet leveraging the powerful insights hidden within their data, which is where data scientists come in. Harness the predictive power of data to work at the forefront of diverse industries to solve the world's most interesting problems.

Open Doors With Industry Connections

Tap into Concordia's growing network of tech experts, instructors, hiring partners, and alumni, and equip yourself to succeed in a rapidly expanding field. Our careers services team is also available to support and empower you in making informed decisions about your career.

Deliver a Professional Capstone Project

Showcase your skill in predictive modeling, pattern recognition, and data visualization, wrangling massive data sets to forecast trends and inform strategy.

Get Personalized Job Support at Every Step

Build confidence with mock technical interview preparation and whiteboard challenges, get connected with top employers, and navigate your job search from end-to-end with a dedicated career coach.

The Remote Experience

  • Remote Lectures

    Tune into the virtual classroom powered by Zoom and Slack. Interact with your cohort and ask questions through the chat function.

  • Hands-On Support

    Our dedicated student support team is available for real-time help when you need it most. Get 1-1 support from our Technical Coaches as needed.

  • Group Work

    Collaborate and share ideas with your group through online co-working spaces, with regular assistance from our team of expert mentors.

Syllabus

  1. Python, Data Structures & Algorithms

    Module 1 introduces the fundamentals of Python for Data Science. You’ll learn the fundamentals of programming with Python, how to organize your data with data structures, and basic algorithms.

  2. Math & Statistics

    Math and statistics are a fundamental skill for anyone working with large amounts of data. In this module, we'll review linear algebra, gradients, optimization, confidence intervals & testing, distributions, and linear models.

  3. Introduction to Machine Learning

    Machine learning is an application of artificial intelligence that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. In this module we will explore supervised learning, clustering, and embedding.

  4. Data Engineering

    With Data Engineering, you will learn to leverage different data formats, from raw data to production analytical or predictive uses. We'll be looking at relational databases (SQL), MapReduce framework for NoSQL schemas, network/graphical data, text data (NLP), sequential data (time series), and image data.

  5. Data Science in Business

    Being a good Data Scientist requires clearly communicating information to stakeholders. In this module you will learn the skills necessary to manage a real project. This includes effective data analysis and presentation, Object Oriented & other programming paradigms, source code and data management, as well as deployment and maintenance.

  6. Team Project

    Together with a few classmates, you will build a project based on real-world data. This includes presenting an analysis of the data, justifying the approach, presenting a solution and demonstrating statistically the efficacy of your solution.

  7. Solo Project

    For your capstone project, you will develop a machine learning solution on complex real-world data, and deploy a prototype micro-service. You will be responsible for all decisions from what data to use and how, to the data pipeline and model.

Dates & Tuition

  • January 2022 / Full-Time

    Jan 24 - Apr 19

    Mon through Fri | 10am-5pm

  • May 2022 / Full-Time

    May 24 - Aug 17

    Mon through Fri | 10am-5pm

  • Full-Time
  • Live online classes
  • 420 course hours
  • Diploma

Tuition

$11,495

Admissions Process

  • Apply Online

    Once you fill out our short 5-minute online application, one of our admission counsellors will contact you.

  • Speak With Your Admissions Counsellor

    Next, you'll talk 1-on-1 with an Admissions Counsellor who will help determine if Concordia Bootcamps is a good fit for you.

  • Choose Your Payment Option

    Once you've been accepted, your Admissions Counsellor will explain all of our available financing options and help you choose the best one for you.

  • Start Your Course

    When we've taken care of your financing and enrolment details, you'll be ready to start your course. Get ready for an incredible and rewarding journey.

Apply now or contact us to talk with an education advisor to learn more about our courses.

Apply Now