Discover Classes. Earn 10% Rewards.

Python for Data Science Bootcamp

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.

  • All levels
  • 18 and older
  • $1,495
  • Earn 10% Rewards
  • Price Lock
  • 185 Madison Ave, New York, NY & Virtually Online
Book at School

Express Checkout – $1,495


Proceed to Checkout

No Booking Fees. Lowest Price Guaranteed. Earn 10% Rewards.

Give as a Gift

Start Dates (7)

  • $1,495
20 left
Book
Show all 5 sessions
  • Mon, Jun 17 at 10:00am - 5:00pm
  • Tue, Jun 18 at 10:00am - 5:00pm
  • Wed, Jun 19 at 10:00am - 5:00pm
  • Thu, Jun 20 at 10:00am - 5:00pm
  • Fri, Jun 21 at 10:00am - 5:00pm
20 left
Book
Show all 10 sessions
  • Thu, Aug 15 at 6:00pm - 9:00pm
  • Tue, Aug 20 at 6:00pm - 9:00pm
  • Thu, Aug 22 at 6:00pm - 9:00pm
  • Tue, Aug 27 at 6:00pm - 9:00pm
  • Thu, Aug 29 at 6:00pm - 9:00pm
  • Tue, Sep 03 at 6:00pm - 9:00pm
  • Thu, Sep 05 at 6:00pm - 9:00pm
  • Tue, Sep 10 at 6:00pm - 9:00pm
  • Thu, Sep 12 at 6:00pm - 9:00pm
  • Tue, Sep 17 at 6:00pm - 9:00pm
20 left
Book
Show all 5 sessions
  • Mon, Aug 19 at 10:00am - 5:00pm
  • Tue, Aug 20 at 10:00am - 5:00pm
  • Wed, Aug 21 at 10:00am - 5:00pm
  • Thu, Aug 22 at 10:00am - 5:00pm
  • Fri, Aug 23 at 10:00am - 5:00pm
20 left
Book
Show all 5 sessions
  • Mon, Sep 16 at 10:00am - 5:00pm
  • Tue, Sep 17 at 10:00am - 5:00pm
  • Wed, Sep 18 at 10:00am - 5:00pm
  • Thu, Sep 19 at 10:00am - 5:00pm
  • Fri, Sep 20 at 10:00am - 5:00pm
20 left
Book
Show all 5 sessions
  • Sat, Sep 28 at 10:00am - 5:00pm
  • Sat, Oct 05 at 10:00am - 5:00pm
  • Sat, Oct 19 at 10:00am - 5:00pm
  • Sat, Oct 26 at 10:00am - 5:00pm
  • Sat, Nov 02 at 10:00am - 5:00pm
Showing 15 of 7

Class Description

Description

What you'll learn in this python class:

In this hands-on course, students will quickly go from learning the fundamentals of Python to analyzing real-world datasets.

Our Python for Data Science Bootcamp is meant to go from the very basics of Python programming to the start of machine learning with Python. In this Bootcamp, you’ll learn how and why Python is used for data science, how to create programs, work with data in Python, create data visualizations, and use statistics to create machine learning models.

Python Fundamentals

The course will start with the fundamentals of Python, including writing basic statements and expressions, creating variables, understanding different data types, working with lists, indexing and slicing lists, using functions and methods, and more. Concepts such as object-oriented programming and IDLE programming are introduced.

Once a learning environment has been set up, we will work with different data types such as strings, lists, dictionaries, and tuples. Each data type has its own particular purpose and knowing when to use each one will be essential.

Structuring Programs

The second part of the course covers conditional statements and control flow tools. This includes the If/Else Statements, Boolean Operations, and different types of loops. These topics create a large portion of the logic in your code and this course will help you master these concepts. Learn to work with dictionaries, create functions, write for loops to iterate through data, and work with packages in Python.

Arrays & Dataframes

The third part of the course introduces operations and tools for data science. We will learn how to import and clean data using NumPy and Pandas. You’ll learn to work with Pandas dataframes, wrangle data, and get descriptive statistics for your data.

Analyzing & Visualizing Data

You’ll learn to analyze and visualize data with key data science libraries including Pandas, NumPy, and Matplotlib. Learn to filter and clean data, group and pivot data, and start generating insights from your data with exploratory data analysis. Then create visualizations including bar charts, histograms, and advanced visualization for easy interpretation and sharing of your data insights.

Linear Regression

Once we know how to clean our data and conduct EDA, the course will cover data science workflows and fundamental statistics. These topics are critical in ensuring that the data you are using to train your models is not biased. You’ll learn how to use statistics to develop machine learning models. Start building models and evaluating them on your way to machine learning.

Next Steps

After learning all the foundational Python programming and data analysis skills in this Bootcamp, you will be ready to dive fully into machine learning.

Our Python Machine Learning Bootcamp builds off this foundational knowledge to turn you into a full machine learning data scientist. Pick up right where the Python for Data Science Bootcamp left off with advanced statistics and create machine learning models with logistic regressions, k-nearest neighbors, and decision trees.

Learn more about Python for Data Science Bootcamp at Noble Desktop.

Syllabus

Python Fundamentals

Data Types & Variables

  • Statements & Expressions
  • Variables
  • Integers & Floats
  • Strings

Data Structures & Attributes

  • Functions & Methods
  • Lists
  • Indexing & Slicing
  • Booleans

Structuring Programs

Complex Data Structures & Control Flow

  • Dictionaries
  • Conditional Statements
  • For Loops
  • Creating Functions

Packages & Object Oriented Programming

  • Classes & Objects
  • Modules & Imports
  • Packages & Documentation

Arrays & Dataframes

Numpy

  • Arrays
  • Universal Functions
  • Boolean Indexing

Pandas

  • Pandas Dataframes
  • Pandas Series & dtypes
  • Column Manipulation
  • Descriptive Statistics

Analyzing & Visualizing Data

Data Analysis

  • Filtering & Cleaning Data
  • Groupby Operations
  • Pivot Tables

Data Visualization

  • Plotting with Matplotlib
  • Bar Charts
  • Scatter Plots
  • Histograms
  • Customizing Visualizations

Refund Policy

  • Students may cancel up to 14 days before the class/program start date and receive a refund, less the registration fee (10% of the undiscounted course price). 
  • Cancellations within 14 days are not permitted, but students may reschedule up to three business days before the class start date.
  • For cancellations and reschedules, please email us at [email protected]"

Reviews of Classes at Noble Desktop (374)

Questions & Answers (0)

Get quick answers from CourseHorse and past students.

Noble Desktop

Noble Desktop is a renowned educational institution that specializes in providing comprehensive training in various creative and technology-related fields. Established in 1990 and headquartered in New York City, Noble Desktop has earned a stellar reputation for its high-quality courses and innovative...

Read more about Noble Desktop

CourseHorse Approved

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

Noble Desktop

Noble Desktop

All classes at this location

We are located in New York City on 34th street and Madison Avenue, a few blocks from Penn Station, Port Authority and Times Square. You may also attend this class live online (virtual training) via Zoom. We will reach out with additional information, including the Zoom info and class files.

Also available virtually online

Reviews of Noble Desktop at coursehorse.com

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 Coding Group Events

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

  • Price Lock Guarantee

    Secure your booking now and we'll match any price drop within 48 hours across all booking platforms, ensuring you never miss out on savings!

  • Earn 10% Reward Points

    Maximize your savings with every purchase. Unlock rewards on every transaction, ensuring you get the most value out of your experience!

  • No Added Fees

    Enjoy hassle-free transactions without worrying about additional charges. With us, what you see is what you pay - no surprises!

  • Curated Courses

    Discover a curated selection of courses handpicked by experts in the field. Dive into quality content that suits your learning needs and interests!

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...