Data Science + Machine Learning Course

12 weeks, 5-15 hours/week

1 capstone project + 12 mini projects

Requires Python / OOP coding skills

Data-driven decisions. It’s not just a buzzword.

The opportunities and demand for data science + machine learning is only just beginning, and here to stay. Learn to navigate data science decision making processes using ML techniques, so you can build your own projects, transition careers, and possess some of the world’s most valuable skills.

In our Data Science + Machine Learning Course, learn to:

Solve problems + make decisions with data

Think like a data scientist to form hypotheses, synthesize information, find patterns in data, test predictions, and create models to inform better decisions.

Get a true understanding of DS/ML capabilities

Understand the “why” and “how” behind widely-used data science / machine learning methods so you can choose the best approach for your projects.

Build real-world projects

Build and run your own end-to-end machine learning algorithms & models that solve decision making problems of interest to you. Learn to process data, train and evaluate models, and tune parameters to improve your model’s performance over time.

Build your intuition

Data Science & machine learning are processes of iterative discovery. While many bootcamps teach a specific way to do things, in our course you’ll learn how to think through a problem, so you can choose the most fitting solution for your particular task.

What you’ll learn – Course Curriculum

Get the Detailed Syllabus

Data Science Tech Stack

Learn to use the essential data science + machine learning stack: Jupyter Notebooks, Numpy, Pandas, Matplotlib and Scikit-learn.

Dealing with Data

Perform data wrangling, cleaning, preprocessing, normalization & standardization, and feature extraction for your projects.

Model Evaluation & Validation

Train and test data sets using validation schemes and curves, baseline models, appropriate metrics, confusion matrices and more.

Supervised Learning

Extract insights from labeled data with Linear Regression, Gradient Descent, Decision Trees, Bagging, Boosting and more.

Unsupervised Learning

Find patterns in unlabeled datasets with Dimensionality Reduction using PCA, Clustering with K-means and DBScan.

Capstone Project

Graduate with an end-to-end machine learning model that solves a decision making problem in an area of your interest.

It’s easy to get started. Here’s how it works.

1. Apply for beta

Apply to get lifetime access to the curriculum, beta pricing, and VIP mentor support. Play an important role in perfecting this course for every CodingNomad to come.

Beta spots are limited. Apply to join our community today.

2. Qualification

To ensure you’re ready to excel in the data science + machine learning program, speak with our team and complete a Python proficiency assessment.

If you need to brush up on Python, check out our course.

3. Enroll and Get Started

After completing your payment, get access to the course materials to start learning immediately.

Get paired with you personal mentor for your weekly meetings, and have direct access to reach out anytime to get help when you need it!

Apply Now

Course Structure

12 weeks online, part-time

Learn on your own schedule, with the course available 24/7 online. Depending on your experience, we estimate 5-15 hours/week.

Unlimited mentor support

Meet weekly with your mentor to keep steady forward progress, and reach out anytime in between via chat, forum or additional calls.

Lifetime access

As a beta student, you’ll get forever access to our online course curriculum, lab exercises, coding challenges, and all future updates.

Why mentorship makes the difference

Achieve your learning goals

95% of CodingNomads students complete our online mentored courses, while less than 10% of students complete free / low cost MOOCs. Get the full value from your learning investment by working with a mentor who is determined to see you cross the finish line.

Know if you’re doing it right (or wrong)

With endless data science / machine learning possibilities, your mentor helps eliminate the guesswork by providing personalized guidance, feedback, industry best practices, and peace of mind that you’re on the right track.

Learn faster and go deeper with unlimited support

“Figuring it out” is an essential skill for every engineer. But spending hours – or days – stuck on a problem is a quick way to lose motivation. We encourage you to contact your mentor anytime you’re stuck, so you can work through challenging topics together.

Got more questions?

Speak with a mentor before signing up

Get technical advice and all of your questions answered to ensure our course is the right fit for your goals.

Schedule a call

What our students say

Average Review Rating:

“I’ve always been a self-learner but it was definitely helpful to have a mentor to guide you in the right direction when you get really stuck.”

“Right from the off I felt like I could go to the CodingNomads guys for anything. My tutor…spent as much time as it needed for me to understand a concept.”

“It has so far been the best learning to code experience online. Especially for me who does not have any technical background… Most importantly, the 1 on 1 coaching sessions have helped me to understand the concept as I completed the labs and created my own small programs. All instructors are great and willing to go the extra mile to overcome my difficulties.”

“CodingNomads strengthened my understanding of more than I could ever do on my own… Retaining information is three times more easy when you have a mentor, and if you’re serious about coding or just want to get started, I would highly suggest reaching out.”

“I liked the flexible approach of the online learning combined with the structure and support from regular mentor check-ins. I really appreciated being able to message my mentor any time I was stuck on one of the labs or had a quick question in between scheduled calls…”

“Whenever I became stuck, my mentor was there to help me renew my motivation and/or guide me through the next obstacle in my path… The mentors at CodingNomads really have gone above and beyond anything I’d expected to ensure my success!”

Course Price