This bootcamp is a deep dive into the fundamentals of data science and machine learning in Python.
Throughout the course, you will gain a comprehensive understanding of the entire data science process from end-to-end, including data prep, data analysis and visualization, as well as how to properly apply machine learning algorithms to various situations or tasks.
You’ll also walk away with a portfolio of projects showcasing your data science acumen to prospective employers!
What You’ll Get
Learn the end-to-end data science process including data prep, data analysis, visualization, as well as use cases for both machine learning and deep learning algorithms
Walk away with a work applicable understanding of the Data Science process and how to use the methodologies and tools to solve real-world problems in business and academia
Learn how to retrieve and manipulate data using Python and SQL
An understanding of the importance of machine Learning and future growth of the industry
Walk away with a portfolio to showcase to prospective employers
A deep understanding of the strengths and weaknesses of different Machine Learning algorithms
Our Data Science Team
Your Instructor
Noelle Brown
Lead Instructor (US)
BS in Mathematics | MS in Data Science
Previously Lead Global Data Science Instructor at General Assembly
Over 500 students taught
Curriculum Designers
Michael Galarnyk
Ex-NASA Engineer & Standford Professor
Isaac Faber
Chief Data Scientist, Army AI Task Force
The Dojo Difference
Our mission is to transform lives through learning. We don’t require our students to have a traditional 4-yr degree because we know that there are many paths to sucess. If you are willing to buckle down and do the work, we are here to teach and support you.
This bootcamp is a deep dive into the fundamentals of data science and machine learning in Python. You’ll walk away with a portfolio of projects showcasing your data science acumen to prospective employers!
WEEKS 1-4
WEEKS 5-8
WEEKS 9-12
GRADUATION!
LIFE-LONG LEARNING
Week 1
Foundations in Python
Learn the Python fundamentals needed for data science.
TECHNOLOGIES
Python
Google Colab
Week 2
Manipulating and Understanding Data
Learn how to load, clean, and manipulate data using the Python library Pandas. Additionally, you will learn the strengths and weaknesses of using Python to manipulate data.
TECHNOLOGIES
Pandas
Numpy
Week 3
Foundations of Data Modeling & Intro to Machine Learning
Build visualizations to not only understand your data, but also how to communicate results to stakeholders.
TECHNOLOGIES
Folium
Matplotlib
Pandas
Seaborn
Week 4
Statistical inference
Learn how to use Python to implement key statistical techniques and understand statistics better by experimenting with Python on real-world datasets. This week concludes with a project to showcase your knowledge.
Using a combination of our proprietary learning platform and a suite of digital tools, you’ll have an immersive experience from the comforts of home, as well as the support you need to master the course work.
Live Lectures
Sit down virtually with your instructor and classmates twice a week for demos and lecture topics. Classes are Tuesdays & Thursdays from 5-6pm PST.
24/7 Content Access
From day one, gain full access to our industry-leading learning platform and your Data Science curriculum. Get a head-start on new topics or review previous ones -- it’s up to you!
Office Hours
Optional 1 hour Q&A session each week, plus additional 30 minute sessions available as needed.
Prepare for a New Career
This course was designed to prepare you for the real world. Each week, you’ll tackle interview-style questions and weekly exercises as you learn new topics, so that you are building the skills needed to land a new job as you learn the topics themselves.
We believe that anyone who wants to learn should be able to! That’s why we don’t have pre-requisites for our course. Whether you have a four-year degree or not, you can enroll in our course. However, a basic understanding of your computer is essential. Some knowledge of Microsoft Excel and/or a programming language will be helpful, but is not required.
Required Technology
Personal Laptop
Modern web browser such as Firefox, Chrome, or Edge
Our Online Bootcamp offers open enrollment year round. It’s an easy 3 step process: complete your enrollment form, create your account, and enroll directly. Afterwards, our admissions team will reach out to get you ready for the program. Come with questions!