Looking to accelerate your career in data science? Our one-of-a-kind, immersive program with best-in-class instructors will help you gain a competitive advantage.
Looking to accelerate your career in data science? Our one-of-a-kind, immersive program with best-in-class instructors will help you gain a competitive advantage.
Immersive Data Science Bootcamp
With a great reputation and best-in-class instructors, our 12-week live online Data Science Bootcamp powered by Metis is designed to give you the skills and connections you need to launch a career in data science. The online format features live instruction, real-time support, and daily interaction with classmates.
“Bottom line: Metis was a great experience from beginning to end. I was part of the first online cohort and it was a seamless experience from interacting with teachers to collaborating with your fellow students and teaching assistants. I think all-in-all this was great value for money but it depends on how focused you are to get the results you want!”
ANONYMOUS
Premier instructors
Learn and receive mentorship from industry-seasoned data scientists, while collaborating with like-minded peers that have met our rigorous admission standards.
Project-oriented curriculum
Our iterative, project-based approach enables students to apply what they learn to five different data science projects, each concluding with a presentation of the results.
Career support
Career advisers provide the curriculum, connections and individual support required to prepare you for a successful data science job search.
Active community
Our global alumni and network of partners create opportunities to constantly interact and engage with peers and practitioners in the data science community.
Coming Soon
Please click here to register your interest and we’ll let you know when classes are open for enrolment.
Student experience
LIVE ONLINE TECHNOLOGY BRINGS THE STUDENT EXPERIENCE TO LIFE
Overview
COURSE DETAILS:
Data Science Bootcamp
12 weeks, live online
Monday to Friday, full-time
PREREQUISITES:
Experience with programming, statistics, machine learning or computational modelling.
TUITION:
$17,000 (payment plan available)
COURSE TOPICS:
WEEK 1
Project 1: Exploratory Data Analysis
WEEK 2-3
Project 2: Web Scraping & Regression
WEEK 4-6
Project 3: Classification & Interactive Dashboards
WEEK 7-8
Project 4: NLP & Unsupervised Learning
WEEK 9-12
Project 5: Passion Project & Career Day
Don’t feel ready to apply? Explore our short courses.
Here’s what you’ll learn at the bootcamp
Our Metis-designed Data Science Bootcamp is taught by data scientists with deep industry experience. The program combines traditional instruction in theory and technique with a project-based approach. Each project is a start-to-finish application of the skills needed to be a well-rounded, competitive practitioner in the data science workforce.
ONLINE PRE-WORK
Online Pre-Work
30 hours minimum of academic pre-work and variable hours to setup.
EXPLORATORY DATA ANALYSIS
Week 1: Introduction to the data scientist toolkit
Python, Bash Shell, Git & Github workflow, data wrangling and EDA (Exploratory Data Analysis) with Python, pandas, and Matplotlib
REGRESSION & WEB SCRAPING
Week 2: Linear regression, design process and web scraping
Linear regression theory/application, web scraping via BeautifulSoup and Selenium, machine learning concepts (overfitting and train/test splits)
Week 3: Statistics review, intro machine learning and communicating results
Intro to time series modeling, statistics review, intro to Bayes Theorem, linear regression regularisation, hypothesis testing
CLASSIFICATION & INTERACTIVE DASHBOARDS
Week 4: Databases, machine learning concepts, more supervised learning
Classification and regression algorithms (Knn, logistic regression, SVM, Naive Bayes), SQL concepts, cloud servers
Week 5: Supervised learning and visualisation
More algorithms (Classification and regression trees, Random Forest), interactive visualisation with business intelligence tools, web dev essentials, Flask
Week 6: Introduction to NLP, NoSQL and unsupervised learning
NLP (textblob, NLTK, chunking, stemming, POS tagging, tf-idf) data & databases (RESTful APIs, NoSQL databases, MongoDB, pymongo), k-means
NATURAL LANGUAGE PROCESSING & UNSUPERVISED LEARNING
Week 7: More NLP, NoSQL, unsupervised learning
More clustering algorithms (DBSCAN), machine learning topics (curse of dimensionality, dimension reduction, PCA, SVD, LSI), intro to deep learning & neural networks
Week 8: Handling big data
A/B testing experiment design and interpretation, distributed databases (Dask, Hadoop, HiveQL)
PASSION PROJECT
Week 9: Big data machine learning, deep learning, ethics and begin passion project
PySpark, deep learning (CNNs, RNNs) data ethics, MapReduce algorithm, and final project initiated
Week 10-12: Complete final project and career readiness
While completing your final project, work with your career advisor to complete final one-on-one meetings and mock interviews. You’ll also get the opportunity to network with companies actively seeking data scientists during career day.
Some of the companies where Metis’ global alumni work
Download a brochure
Please complete the form to download a brochure. It includes a detailed breakdown of the curriculum and the topics covered in the live online Data Science Bootcamp.
If you’d like us to let you know when classes open for enrolment, please click here to register your interest.
Frequently asked questions
We know everybody learns differently, and like to highlight that bootcamps aren’t for everyone; Likewise, masters programs or self-study might not be for you either. Aside from the differences in length and costs of a masters program, we’ve seen that most masters programs tend to be more theoretical, while Metis has a higher emphasis on the practical application of data science, getting you ready to re-enter the workforce with all the necessary skills. Similarly, self-study can be great for some, but we’ve learned that many students come to us because of the need for a structured learning environment.
The live online bootcamp is held virtually using Zoom. Instruction will be delivered in real time with live simulcast lectures. Students will interact with their instructors, teaching assistants and classmates using Zoom and Slack. Lectures will take place in the main zoom room, and breakout zoom rooms will be used for live online students to collaborate during pair programming exercises and for 1:1s with their instructors and teaching assistants.
Yes, it requires a full-time commitment Monday to Friday.
The bootcamp costs $17,000.
You will need a strong internet connection, a free Zoom account, and a computer. Your computer needs to run OS X and have at least 4GB RAM, 2GHz, and a 100 GB HD. Alternatively, if you are a Windows user and your computer is fairly powerful, you could run a Linux Virtual Machine inside your normal Windows install. This requires some configuration. We strongly recommend students to use a MAC.
Upon successful completion of the program, graduates are awarded a Data Science Certificate. They will have completed rigorous training in machine learning, programming in multiple languages (Python, Bash, SQL, PySpark), data wrangling, project design, and communication of results for integration in a business environment.
No, a job is not guaranteed. However, we do guarantee to:
Metis’ more than 1,100 global alumni have diverse educational and professional backgrounds. From finance to technology, academia to marketing, and engineering to healthcare.
If you’d like to enhance your math, python, and overall data science skills prior to applying, we’d recommend considering one of our part-time short courses.
HAVE MORE QUESTIONS?
No problem! Schedule a call with our Course Advice team >
