Python Data Science & Machine Learning High School Program NYC

Age Requirement: The program is ideal for high school students (ages 13-18). College students may also attend.

Python is the leading language used by programmers today! It is the ideal language for beginners because it's both powerful and easy to learn.

In the first half of this hands-on Python course, you will begin by learning the fundamentals of Python code and then transition into more complicated programming tasks. The second half of the course focuses primarily on data science using Pandas, Matplotlib, and Sci-Kit learn. These packages will teach you how to input, analyze, and graph data.

This course will be held in-person in NYC over the two weeks in the summer (10am-4pm each day with one hour for lunch). This Python summer course is also available live online.

Prerequisites & Ages: The program is ideal for high school students with a strong interest in coding. Prior coding/programming experience is not required, but students should be comfortable with computer basics. This course is great for any teen interested in coding, finance, journalism, marketing, and communication.

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Schedule & Enrollment: Python Data Science & Machine Learning High School Program NYC

45 Hours
$2,495

Policies

NYC or Live Online
Free retake
Setup assistance
Expert instructors
Small classes

Dates & times are listed in

Not currently scheduled.

Email hello@nobledesktop.com to request this course.

Similar course for more scheduling options:

Want to attend the virtual class? Register to take this course live online.

Python Data Science & Machine Learning High School Live Online

45 hours $1,999

Tuition

As one of our smaller courses, tuition for this course is due in full before the start date. The best way to save on this course is to take it as part of a certificate program.

Full Tuition

$2,495
Due before the class starts

What’s Included

45 hours of hands-on instruction
Live, project-based training from experts
Proprietary workbook included
Retake for free within 1 year
Verified digital certificate of completion
Small class sizes

What’s included with my tuition?

A hands-on learning experience working on projects and exercises, which is proven to boost comprehension, retention, and engagement
Expert instructors who are industry professionals and experienced educators that are driven to help you succeed
Top-notch curricula that have been tried and tested over many cohorts and are consistently improved for an optimal learning experience
Supplemental materials to assist both during and after the course - please refer to specific course pages to see what supplemental materials are offered
A 1-year free retake policy which allows students to retake any part of the course or program for free to refresh the materials and gain additional practice
A certificate of completion to verify your accomplishment

Are there any additional fees or expenses?

There are no extra fees or taxes for our courses. The price you see on this page is the maximum you’ll pay us.

However, if you plan to take the course live online, you may need to obtain required software. We’ll help you get set up with a free trial of paid software prior to the class. Most of our coding classes utilize freely-available open-source software. For most of our design and motion graphics courses, we will help you get set up with a free trial of Adobe Creative Cloud. If you attend the course in-person, we will have a computer already set up for you with all of the required software for no additional cost.

Do you offer any discounts for this course?

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:

Computer Science High School Summer Program NYC

Price: $4,495 | Hours: 95 Hours

Learn the Skills Guarantee™

Learn the concepts and skills covered in this course or your tuition is on us. See details and terms & conditions.

Hands-on training

Work on projects proven to boost retention

Several students, sitting at computers, looking at the front of the classroom

Time-tested curriculum

Refined over many cohorts for an optimal learning experience

The teaching method at Noble Desktop is perfect and the classes provide you with infinite knowledge that makes you eager to take everything they offer. I love Noble!
—Ivonne Ackerman

Learn from experts

Experienced educators who are driven to help you succeed

Retake for free

Refresh the materials for free within one year

Interactive Training

Learn in Real-Time with Small Class Sizes

Attend this course in-person in NYC or Live Online via Zoom. Engage with expert instructors, ask questions, and get feedback on your exercises and projects.

Unlike other providers, these are not mass open-enrollment classes. At Noble Desktop, you’ll learn in small groups (typically 8-15 students) and receive personalized attention.

On Campus in NYC 185 Madison Ave, NYC

Get face-to-face interaction with an instructor and other students when you learn at our NYC campus. Courses are hands-on with a computer and software provided.

Live, interactive class
Experienced instructor in the room with you
Computer and software provided

More about our campus

Live Online Remote, from anywhere

Get the same interactivity and access to the instructor as in-person students. There are no extra fees and we’ll work with you to ensure your remote setup is perfect.

Live, interactive class
Experienced instructor teaching over Zoom
Remote setup assistance provided

More about live online training

photo of instructor leading a class in person

student taking a class live online, seated on their living room floor, leaning against a couch

Earn a Certificate of Completion

Upon completion of this course, you’ll receive an official certificate testifying to your mastery of the curriculum. We’ll send you a link where you can download your certificate, share it online with your friends, post it to your professional network on LinkedIn, and view all your earned certificates. Congratulations on your achievement!

Shareable on

Sample credential for completion of Python Data Science & Machine Learning High School Program NYC

Free Retake & Class Recordings

Missed a session or need a refresher? We have you covered!

Free Retake

We offer a single free retake of the class within a year.

Class Recordings

You can also access recordings of each session in your student portal within one business day of the session’s end. Recordings are available for one month after the session.

See terms and conditions.

Python Data Science & Machine Learning High School Program NYC Curriculum

What You’ll Learn at a Glance

Programming fundamentals in Python
How to write conditional statements in Python
Input data using the Pandas package
Clean and wrangle data
Visualize and understand complex data
Use machine learning algorithms

Course Syllabus

Download Syllabus PDF

Introduction to Programming

History of Python
Understanding Hardware
Anaconda Distribution
Jupyter Notebook Fundementals
Writing First Program (“Hello World”)

Terminal Commands

Navigate & Manipulate Directory Strcutres
Edit Files
Basic Scripting

Python Fundamentals

Data Types
Operators
Expression
Indexing & Slicing
Strings
Conditionals
Functions
Control Flow
Nested Loops
Sets & Dictionaries

Data Science Fundementals

Import Data
Functions
Basic Data Tool

Advanced Python Fundementals

Lists
Mutating Operations
Tuples, Sets, Dictionaries
Loops
Control Flow
List Comprehension
Error Handeling

Processing

String Methods
Read & Write to Text Files
Natrual Language Processing
Mini Project

Object Oriented Programming

Classes
Constrcutors
Object Methods
Writing Modules
Advanced Scripting
Terminal & Socket Connection

Numerical Python

Arrays
Universal Functions
Concatenating, Indexing, Slicing
Arithmetic & Boolean Operations

Python Data Analysis:Pandas 1

Data Series
Data Frames
Import CSV & Excel Files
Organize Data Frames
Data Manipulation
Descriptive Statstics

Advanced Python

File Input
User Input
List Comprehension
Packages

Data Analysis

Cleaning Data
Filtering Data
Advanced Grouping
Pivot Tables

Data Visualization

Plotting with Matplotlib
Scatter Plots
Histograms & Bar Plots
Custom Visualizations

Machine Learning 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

Final Project

Details

Curate Data
Import, Clean, and Merge Data
Analyze Data
Visualize Data
Present Results

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 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)?

Sorry, but this training is not available online.

What happens if I need to miss a session?

You have some options:

You can watch a recording of the session. We will provide any course materials.
If you can’t come into the classroom but can still attend remotely, we will provide you with the Zoom login information.
You can use your free retake to make up any missed class time.

Installments
	10% non-refundable deposit
$2,495.00	Total You Pay