Data Science with Python: Machine Learning

at NYC Data Science Academy - Midtown

(45)
Course Details
Price:
$1,890.50 10 seats left
Start Date:

Sun, Oct 27, 1:00pm - Dec 08, 5:00pm (5 sessions)

Next start dates (2)

Location:
Midtown, Manhattan
500 8th Ave Ste 905
Btwn W 35th & W 36th Streets
New York, New York 10018
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Important:
No class on Nov 10th & Dec 1st
Purchase Options
Description
Class Level: Intermediate
Age Requirements: 18 and older
Average Class Size: 15
Teacher: Michael Zhao

What you'll learn in this data science course:

This class will introduce you a wide range of machine learning tools in Python. The main focus is on how to use those tools to solve real world problems. Machine learning is a combination of statistical models with programming.

After successful completion of this course, students will be able to carry out your experiments with the public available algorithms or develop your own algorithm. Specifically, students will:
  • Be fluent with popular machine learning techniques with the scikit learn module
  • Be aware of other available machine learning modules
  • Explain and adopt the machine learning algorithm
Week 1: Introduction
  • What is Machine Learning
  • Mathematics review
  • Linear Regression, Bayesean Classifiers, K-Nearest Neighbors
  • Numpy/Scikit-Learn lab
Week 2: Regressions and Classification
  • Multivariate linear regression
  • Logistic Regression
  • Linear Discriminant Analysis
  • Supervised Learning lab
Week 3: Resampling and Model Selection
  • Cross-Validation
  • Bootstrap
  • Feature selection
  • Model selection and regularization lab
Week 4: Support Vector Machines and Decision Trees
  • Support Vector Machines
  • Decision Trees
  • Forests
  • Decision Tree and SVM lab
Intended Audience and Prerequisite:
Practitioners who wish to learn how to execute on predictive analytics by way of the Python language; anyone who wants “to turn ideas into software, quickly and faithfully.”

The students who have taken NYC Data Science Academy’s “Data Science with Python: Data Analytics” course or for those who already have a firm understanding of Python and are looking to extend those Python skills to machine learning and advanced statistical methods. 

The goal of this course is to bring the students to near-expert level in this field. Be sure to read the course syllabus above to ensure your level is appropriate.
School Notes: We offer a certification licensed by the NYS Board of Education.

Still have questions? Ask the community.

Refund Policy
We offer full refund if you are not happy with the first class and decide to drop it.

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Start Dates (3)
Start Date Time Teacher # Sessions Price
1:00pm - 5:00pm Michael Zhao 5 $1,890.50
This course consists of multiple sessions, view schedule for sessions.
Sun, Nov 03 1:00pm - 5:00pm Michael Zhao
Sun, Nov 17 1:00pm - 5:00pm Michael Zhao
Sun, Nov 24 1:00pm - 5:00pm Michael Zhao
Sun, Dec 08 1:00pm - 5:00pm Michael Zhao
1:00pm - 5:00pm Michael Zhao 5 $1,990
This course consists of multiple sessions, view schedule for sessions.
Sun, Nov 03 1:00pm - 5:00pm Michael Zhao
Sun, Nov 17 1:00pm - 5:00pm Michael Zhao
Sun, Nov 24 1:00pm - 5:00pm Michael Zhao
Sun, Dec 08 1:00pm - 5:00pm Michael Zhao
1:00pm - 5:00pm Michael Charles & Michael Zhao 5 $1,890.50
This course consists of multiple sessions, view schedule for sessions.
Sun, Jan 26 1:00pm - 5:00pm Michael Charles & Michael Zhao
Sun, Feb 02 1:00pm - 5:00pm Michael Charles & Michael Zhao
Sun, Feb 09 1:00pm - 5:00pm Michael Charles & Michael Zhao
Sun, Feb 16 1:00pm - 5:00pm Michael Charles & Michael Zhao

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Questions & Answers (1)

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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.
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Reviews of Classes at NYC Data Science Academy (28)

(28 Reviews)
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
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