Python Machine Learning Courses in NYC: Classroom & Corporate Training

Machine learning goes beyond normal coding, which requires step-by-step instructions, by using algorithms that can independently learn patterns and make decisions. This skill set is in high demand, as machine learning algorithms now run the majority of trading on Wall Street and the product recommendations at big companies like Amazon, Spotify, and Netflix.

This course will begin with linear and logistic regression, the most time-tested and reliable tools for approaching a machine learning problem. The course will then progress to algorithms with a very different theoretical basis, such as k-nearest neighbors, decision trees, and random forest. This will bring important statistical concepts to the forefront, such as bias, variance, and overfitting. You’ll also learn how to measure the accuracy of your models, as well as tips for choosing effective features and algorithms.

The course will be focused on the practical skills needed to solve real-world problems with machine learning. The mathematical foundations for each machine learning algorithm will be explained visually, but there will not be a formal math component. Entering students are expected to be comfortable with writing Python programs, as well as the Numpy and Pandas libraries.

This Python Machine Learning Bootcamp is offered at our coding school, Noble Desktop.

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Hands-on training in small groups

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Time-tested curriculum and supporting materials

Refined over many cohorts for an optimal learning experience
Learn from industry experts with teaching experience

Experienced educators who are driven to help you succeed
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Learn the concepts and skills covered in this course or your tuition is on us. See details and terms & conditions.

Excellent classes and excellent venue! It has just the right level of personal attention and class participation. I would highly recommend NYIM and look forward to taking future classes there. – Hazel S.

What You’ll Learn

How to clean and balance your data using the Pandas library
Applying machine learning algorithms such as logistic regression and random forest using the scikit-learn library
Choosing good features to use as input for your algorithms
Properly splitting data into training, test and cross-validation sets
Important theoretical concepts like overfitting, variance and bias
Evaluating the performance of your machine learning models

Course Syllabus

Download Syllabus PDF

Fundamentals

Basic Regression Analysis

Linear Regression
Mean squared error
Training set vs Test set
Cross validation

Advanced Regression Analysis

Multi-linear regression
Feature engineering
Overfitting

Classification

Logistic Regression

Regression vs Classification
Logistic Regression
Sigmoid function

K-nearest Neighbors

K-nearest neighbors
Model-based vs memory-based
Parametric vs non-parametric
Evaluating performance

Decision Trees

Decision tree
Interpretability
Bias-variance tradeoff

Random forest

Random forest
Ensemble methods
Hyperparameters

Schedule & Enrollment: Python Machine Learning Bootcamp

$1,895
30 Hours
NYC or Live Online
Free retake
Setup assistance
Expert instructors
Small classes

This course is offered by our affiliate school, Noble Desktop.
View upcoming course dates and register at nobledesktop.com

This Course is Available Live Online

You can attend this training live online at the scheduled time the course is offered (New York, Eastern Time) through screen-sharing software Zoom (free for you).
Our live online training is interactive and hands-on, just like our in-person classes. There are no extra fees and we’ll work with you to ensure your setup is perfect

Classes are activity-based and taught by a live instructor.
You can hear the instruction, ask questions, and share your screen—all in real-time.
Retake the course for free (in-person or live online) within one year.

See What Students Are Saying About Live Online

“Overall experience on Zoom was maybe even better than in IRL classroom because the instruction takes place right on your own screen, with less distraction. Great overall experience.”
“Given the fact that we had to do this entire class remotely due to Covid-19, I didn’t have very high expectations it would run so smoothly. However, I don’t think it could’ve gone any better. Not only do I feel very comfortable with the program now, but I’m actually excited to use it!”
“This was the first online class I’ve taken with ND and it was a great experience. Looking forward to the other classes I’ve signed up for!”

Learn more about how our live online training works

Online Training Demo

1-Minute Overview

Frequently Asked Questions

Does this course require any prior knowledge or experience?

Students must be comfortable using a computer. No other prior knowledge is required.
Do you offer any discounts for this course?
Discounts

We don’t currently offer discounts as we do our best to affordably prices our courses.

Take this course as part of a certificate program and save:
- Data Science Certificate
  
  Price: $3,495 | Hours: 84 Hours
- FinTech Bootcamp
  
  Price: $4,495 | Hours: 102 Hours
Do you offer payment plans or student financing for this course?

This course does not qualify for payments plans or student financing. See our Payment Plan FAQ to find related programs that qualify.
Can I take this course online (remote learning)?
You may attend this training virtually (online) at the scheduled time the course is offered (New York, Eastern Time).

How does attending “live online” work?
- Students can attend this training remotely through screen sharing software (we use Zoom).
- Participants can hear the instruction, ask questions, and even share their screen with the instructor.
- For audio you can use your computer’s microphone/speakers or call a phone number that we’ll provide.
- Classes are activity-based and taught by a live instructor, so we strongly encourage students who are local to the area to attend in person!
- You will need your own computer and copy of any required software. If you don’t have the software, you can usually do a free trial or purchase your own license. If you need assistance, contact us at contact@nyimtraining.com

Corporate & Onsite Python Training

Purchase group class vouchers at a discount for our regularly-scheduled group classes in NYC, or create a custom training program at your offices.

Private Training

Available onsite at your location
Modern computer labs available at our offices
Customize or choose from our existing courses
Free instructor consultations to finalize content

Group Class Vouchers

Send employees to our group classes
Extensive offerings and flexible scheduling
Simple billing and logistics
Computers and training resources provided

Python Machine Learning Bootcamp in NYC or Live Online

Learn the Skills Guarantee™

Hands-on training in small groups

Time-tested curriculum and supporting materials

Learn from industry experts with teaching experience

Retake the course for free within one year

What You’ll Learn