Discover Classes. Earn Rewards.

Data Science with Python: Machine Learning is unfortunately unavailable

Thankfully we have 52 other Data Science Classes for you to choose from. Check our top choices below or see all classes for more options.

Python for Data Science Bootcamp

Noble Desktop - Virtually Online

Uncover the power of Python for analyzing real-world data sets in this hands-on course at Noble Desktop. Explore Python fundamentals and learn how to create programs, work with data, visualize insights, and develop machine learning models. Elevate your data science skills with the Python for Data Science Bootcamp.

(372) All levels 18 and older
$1,495

5 sessions

Gift it!

Python Developer Immersive

Practical Programming - Virtually Online

Embark on a transformative journey into the world of Python development with a comprehensive curriculum designed to elevate your coding skills to new heights.

(378) All levels 18 and older
$3,995

15 sessions

Gift it!

Python Data Visualization & Interactive Dashboards

Noble Desktop - Virtually Online

Master the art of visualizing data and creating interactive dashboards using Python. Gain hands-on experience with popular libraries such as NumPy, Pandas, Matplotlib, Seaborn, Plotly, and Dash Enterprise. Impress potential employers with your data science skills by working on real-life projects and demonstrating your coding and analytical abilities.

(372) All levels 18 and older
$1,695

10 sessions

Gift it!

Python for Data Science Immersive

Practical Programming - Virtually Online

Unlock the power of Python and dive into the world of data science with this immersive course. Gain practical skills in programming, data analysis, and visualization, and become a valuable asset in high-growth industries. Start your journey towards a career in data science today.

(378) Beginner 18 and older
$1,495

5 sessions

Gift it!

Python Immersive

Practical Programming - Virtually Online

Immerse yourself in a hands-on beginner Python programming course to master programming fundamentals, create objects in Object-Oriented Programming, and tackle real-world challenges. Gain practical experience with coding exercises and build a portfolio of projects to showcase your skills.

(378) Beginner 18 and older
$1,495

5 sessions

Gift it!
See all Data Science classes Online

Data Science with Python: Machine Learning

Learn the principles of machine learning algorithms and implement them to analyze complex datasets and make predictions using Python modules like Scikit-Learn. Gain the skills necessary to apply simple and multiple linear regressions, classification methods, cross-validation, feature selection, regularization, principal component analysis (PCA), and clustering algorithms.

  • Intermediate
  • 18 and older
  • $1,890.50
  • Online
  • 44 hours over 11 sessions

Start Dates (0)

  • $1,890.50
  • Online
  • 44 hours over 11 sessions
  • Early Bird Price
Showing 10 of 0

Class Description

Description

What you'll learn in this data science course:

This 20-hour Machine Learning with Python course covers all the basic machine learning methods and Python modules (especially Scikit-Learn) for implementing them. 

The five sessions cover: 

  • simple and multiple Linear regressions;
  • classification methods including logistic regression, discriminant analysis and naive bayes, support vector machines (SVMs) and tree based methods; 
  • cross-validation and feature selection; 
  • regularization; 
  • principal component analysis (PCA) and clustering algorithms. 

After successfully completing of this course, you will be able to explain the principles of machine learning algorithms and implement these methods to analyze complex datasets and make predictions in Python.

Prerequisites

  • Knowledge of Python programming
  • Able to munge, analyze, and visualize data in Python

Syllabus

Unit 1: Introduction and Regression

  • What is Machine Learning
  • Simple Linear Regression
  • Multiple Linear Regression
  • Numpy/Scikit-Learn Lab

Unit 2: Classification I

  • Logistic Regression
  • Discriminant Analysis
  • Naive Bayes
  • Supervised Learning Lab

Unit 3: Resampling and Model Selection

  • Cross-Validation
  • Bootstrap
  • Feature Selection
  • Model Selection and Regularization lab

Unit 4: Classification II

  • Support Vector Machines
  • Decision Trees
  • Bagging and Random Forests
  • Decision Tree and SVM Lab

Unit 5: Unsupervised Learning

  • Principal Component Analysis
  • Kmeans and Hierarchical Clustering
  • PCA and Clustering Lab

Final Project

After 20 hours of structured lectures, students are encouraged to work on an exploratory data analysis project based on their own interests. A project presentation demo will be arranged afterwards.

Recommended Readings

  • An Introduction to Statistical Learning, by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
  • Applied Predictive Modeling, by Max Kuhn and Kjell Johnson
  • Machine Learning for Hackers, by Drew Conway, John White

Remote Learning

This course is available for "remote" learning and will be available to anyone with access to an internet device with a microphone (this includes most models of computers, tablets). Classes will take place with a "Live" instructor at the date/times listed below.

Upon registration, the instructor will send along additional information about how to log-on and participate in the class.

School Notes: We offer a certification licensed by the NYS Board of Education.

Refund Policy

Any student wishing to withdraw from a program must notify CourseHorse in writing. The date of withdrawal for refund purposes is the last date of physical attendance. The failure of a student to notify us in writing of withdrawal may delay refund of tuition due pursuant to Section 5001 and 5002 of the Education Law.

Any student requesting cancellation within seven days after signing the Enrollment Agreement but before instruction begins will be refunded all money paid less 5% cancellation fee. Thereafter, in the event of cancellation or termination by the school, refunds will be prorated based on the student's last date of attendance.

Reviews of Classes at NYC Data Science Academy (31)

(4.4-star rating across 31 reviews)
  • Data Science with Python: Machine Learning

    Anonymous review on 5/17/2021
    This was a very good introductory class. The instructor was always available to answer questions in and out of class.
  • Data Science with Python: Machine Learning

    Reviewed by Rachael R. on 10/19/2015
  • Data Science with Python: Machine Learning

    Reviewed by Melanie K. on 10/19/2015
See reviews for other classes at NYC Data Science Academy
loading...
Hide Reviews

Review Summary by CourseHorse

Students report gaining valuable skills in Machine Learning and Python while attending classes at Data Science with Python: Machine Learning. Reviewers note the comprehensiveness of the courses, as well as the in-depth introduction to specific tools and predictive modeling methods. They acquired abilities to use tools like pandas, matplotlib, statsmodels, and scikit-learn, most of which they had previously been unfamiliar with. Several students cited the value of these newly acquired skills in their professional environment. Each review mentioned the high quality of instruction and teacher availability. Many recommended these classes to others interested in pursuing advanced analytics skills. "I highly recommend these classes to anyone who wants to take their analytics skills beyond Excel, pivot tables, and averages and into more advanced predictive modeling methods." "The courses have given me a comprehensive and yet in-depth introduction to Machine Learning and Python. And these skills turn out to be invaluable at work." "I learned so much from both of the instructors I had. They really really do care about you and give you a lot of individual attention."

Similar Classes

Benefits of Booking Through CourseHorse

  • Booking is safe. When you book with us your details are protected by a secure connection.
  • Lowest price guaranteed. Classes on CourseHorse are never marked up.
  • This class will earn you 18905 points. Points give you money off your next class!

Questions & Answers (1)

Get quick answers from CourseHorse and past students.

Question from Anonymous
Would this specific class be appropropriate for a person who knows SAS and has good command of statistics?
Answer from Brenda L. CourseHorse StaffCourseHorse Staff
Data Science with Python: Data Analysis & Visualization (https://coursehorse.com/nyc/classes/tech/it/big-data/data-science/data-science-with-python-data-analysis-visualization1) or Introductory Python (https://coursehorse.com/nyc/classes/tech/programming-coding/programming-languages/introductory-python) will be more suitable courses to do for your background.
Answer Show answer
Cancel

NYC Data Science Academy

NYC Data Science Academy is a program designed to teach those who wish to learn.

Through hands-on projects and real-world applications, our students develop the skills they will need to pursue data science as both a hobby and profession. We also organize the NYC Open Data Meetup, which means that by...

Read more about NYC Data Science Academy

CourseHorse Approved

This school has been carefully vetted by CourseHorse and is a verified Online educator.

NYC Data Science Academy

Give This Course as a Gift Card

  • Thousands of classes
  • No expiration
  • Unique and memorable gifts for any occasion
  • Personalized
  • Explore a passion, gain a new skill, discover a new hobby, engage in a memorable experience
  • Instant delivery
  • Lock in a price with the Inflation Buster Gift Card Price Adjuster™

Buy a Gift Card

Book this Class as a Group Event

Booking this class for a group? Find great private group events

Or see all Professional Group Events

Explore group events and team building activities ranging from cooking, art, escape rooms, trivia, and more.

CourseHorse Gift Cards

  • Creative & unique gift for any occasion
  • Thousands of classes & experiences
  • No expiration date
  • Instant e-delivery (or choose a date)
  • Add a personalized message
  • Lock in a price with the Inflation Buster Gift Card Price Adjuster™
Buy a Gift Card
gift card with the CourseHorse logo gift card with the CourseHorse logo
Loading...