Project Description

Start for Free SKILLS COURSE • INTERMEDIATE - ADVANCED Use ML algorithms, modeling and analysis to make better decisions with data. Ranked Top 3 Data Science course in 2021 based on SwitchUp reviews! Learn Data Science + Machine Learning Online

12 weeks, 5-15 hours/week

1 capstone project + 12 mini projects

Requires Python / OOP coding skills

See Course Syllabus

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

You know that data holds valuable information, but aren’t sure of the best way to extract it. Perhaps you’ve tried to set up a machine learning project, but get errors or don’t understand the output. Learn practical data science and ML techniques, so you can build your own projects, navigate decision-making processes, and tap into the vast career opportunities for data science & machine learning.

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.

What our students say

Ranked Top 10 Code School in the world for 2021.

Read all of our 5-Star reviews on SwitchUp.

Average Review Rating:

By Anonymous

“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.”

By Simon B.

“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.”

By Donda S.

“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.”

By Bryce L.

“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.”

By Natalie W.

“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…”

By Anonymous

“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!”

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

1. Start for free

Get to know our curriculum and style by previewing our Data Science + Machine Learning course for free.

Start for Free

2. Unlock the full course

Subscribe to the Content + Forum to complete on your own schedule, or

Enroll in an Intensive Program to learn faster with 1:1 support.

Option A

Content + Forum: Self-paced

  • Access the full course content with a monthly subscription.
  • Learn at your own pace and on your own schedule, with no time commitments or limits.
  • Ask technical questions on our forum to be answered by our team.

Option B

Intensive Program: Mentored

  • Work with our mentorship team on a monthly basis.
  • Weekly 1:1 mentor screenshare calls to review your code, and ensure you fully understand technical concepts.
  • Unlimited access to reach out to your mentor anytime via chat, forum or additional calls.

Considering an Intensive Program and want to speak with a mentor?

Speak with our team

Course Price

What’s included in every program:

  • 180 hour Data Science + Machine Learning course curriculum
  • 60 highly focused and digestible explanation videos
  • 120+ written documentation pages
  • 24 quizzes to check your understanding of concepts
  • 12 DSML labs to put your skills to work
  • 1 capstone machine learning project by the time you complete the course
  • Access to our members-only forum where you can ask technical questions and search our Q&A database

Monthly access to Data Science + Machine Learning course content and our members-only forum.

  • Ideal for students who prefer to study at your own pace.
  • Get your technical questions answered on our forum, and learn alongside our friendly and inclusive community!

By enrolling you accept the Terms of Use and Privacy Policy.

Complete access to ALL coding courses + members-only forum.

  • Complete access to 10+ coding courses, with more on the way! Become a programming polyglot.
  • Get your technical questions answered on our forum, and become part of our friendly and fun community!

By enrolling you accept the Terms of Use and Privacy Policy.

Go faster and deeper with dedicated mentor support.

  • Pro tip: keep your costs low by starting with Content + Forum, and getting as far as you can before joining an Intensive Program.
  • Includes everything from our 3 month intensive:

    • Meet weekly on 1:1 screen shares with your personal mentor, and reach out anytime in between meetings.
    • Don’t waste hours on a single tricky problem! Get 24/7 support from our global team of mentors via Slack, forum, and additional meetings.
    • Be proud to showcase your projects by getting custom code reviews, feedback and guidance.

By enrolling you accept the Terms of Use and Privacy Policy.

Most students finish in 3 months by working 10-20 hrs/week with mentor support.

  • Ideal for students who are serious about learning fast, now.
  • Perfect your portfolio projects, and gain a deeper understanding of complex concepts with extensive mentor support.
  • Meet weekly on 1:1 screen shares, and reach out anytime in between meetings.
  • Don’t waste hours on a single tricky problem! Get 24/7 support from our global team of mentors via Slack, forum, and additional meetings.

By enrolling you accept the Terms of Use and Privacy Policy.

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.

Speak with a mentor before signing up

Embarking on a journey into data science / machine learning takes commitment.

Before investing in any course, get technical advice from an engineer.

Speak with our team

Learn the skills, tools and mindset to make smarter decisions with data.

Start learning Data Science + Machine Learning today.

If you’d like technical advice to ensure this course is the right fit for your goals, schedule a call to speak with our team.

Start for Free
Speak with our team