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Python for Data Science Bootcamp

Python Courses & Bootcamps NYC

Python is the fastest-growing and most popular language used by programmers for data science, web applications, and game development. Python is considered a high-level programming language as it uses the English language, making it very easy for beginners to learn quickly.

In this hands-on Python course, you will begin by learning the fundamentals of Python code and transition into more complicated programming tasks. The class will culminate in a final project with a focus on data science.

This course is designed for beginners who are new to the powerful world of coding, and is a great fit for students with a clearly defined learning goal of using Python for data science. There is no math/coding requirement necessary.

  • 30 Hours
  • Mac or PC provided
  • Book included
  • Free retake

Register for a class

$1595 Discounts Policies

594 Broadway, NYC or Live Online

What You’ll Learn

  • Data types within Python which include strings, integers, list, floats, etc.
  • Control flow, looping, and function which will allow you to create powerful programs.
  • Object-Oriented Programming which will allow for the creation of reusable programs.
  • Combine these skills into a special project in data science.
View full syllabus

Python for Data Science Bootcamp Class Syllabus

Section 1
Introduction to Programming
  • History of Computers
  • Understanding Hardware
  • Writing First Program (“Hello World”)
Variables & Data Types
  • Strings, Integers, Integers, Floats, Boolean, etc.
  • Assigning Variables
  • Operators
Section 2
Control Flow
  • Define motivation behind control flow
  • If, If-Else, Elif, Switch Statements
Complex Data Types
  • Initializing Lists
  • Printing Lists
  • List functions such as length, append, pop, etc.
  • Introduction to Dictionaries & their structures
Loops
  • Define the motivation behind using a loop
  • For, While, Do-While, For Each loops
  • Error Handling
Functions
  • Identify when to use a function
  • Syntax & Implementation
  • Arguments & Return values
Section 3
Object Oriented Programming
  • Introduction to O.O.P paradigm
  • Introduction to Objects, Classes,Instances
  • Inheritance, Abstraction, and Sets
Section 4
Advanced Python
  • File Input
  • User Input
  • List Comprehension
  • Packages
Section 5
Data Science
  • Introduction to Data Science
  • Review Python Fundamentals
  • Understanding the data science discipline
  • Pandas
  • Data set reading
  • Filtering, Cleaning, Manipulating Data
  • Excel vs Python
Data Visualization
  • Matplotlib Package
  • Understanding motivations between different graphs
Machine Learning
  • Sci-Kit Learn package
  • Understand motivation and definition of machine learning
Section 6
Web Application
  • Intro to Python for Web Development & Web Applications
  • Exploring Django & Flask
  • Understand basic HTML/CSS principles
Flask
  • Understanding Flask
  • Creating simple websites using Flask
  • Creating Routes using Flask
Advanced Flask
  • Using Templates with variables
  • Flask Requests using APIs
  • Develop a working web app

NYC’s Best Python Bootcamp

Learn the foundation of Python programming at Noble Desktop’s highly-rated coding school. In our Python coding course, you’ll learn the fundamentals of Python, and learn to apply your new coding skills to data science. Learn through hands-on instructor training, and step-by-step exercises.

Great Introduction to Coding

In this class, students will be introduced to advanced coding topics in a short period of time with no pre-requisites needed. This is a great introductory course for anyone who wants to learn to speak to a programmer and gain programming skills themselves.

Student learning to code Python

Hands-on Python Training

In our Python classes, students will dive into coding within the first 10 minutes of class. First, the instructor will demonstrate an exercise, then you’ll practice on projects which include college choice algorithm, temperature converter, stock data analysis, back-end web building, and more. 

Student coding Python for data science

Register for Python for Data Science Bootcamp

$1595 Discounts Policies

594 Broadway, NYC or Live Online