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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 is hands-on course, students will learn the fundamentals of Python and quickly transition into learning data science, specifically processing. analyzing, and visualizing data. In the last days of the course, students will be taught advanced topics such as filtering data, cleaning data, and building models. The class will culminate in a final project with a focus on processing a real data set. For more information about the topics covered in the course, please refer to our syllabus below. 

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.
  • Python Packages such as Numerical Python, Pandas, and Sci-Kit Learn
  • Import and analyze data using Python scripts
  • Learn how to build 3-D graphs to visualize your data 
  • Build prediction models using machine-learning
View full syllabus

Python for Data Science Bootcamp Class Syllabus

Day 1
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
  • Objects
  • Types & Operators
  • Expression
  • Indexing & Slicing
Data Science Fundementals
  • Import Data
  • Functions
  • Lambda Syntax
  • Basic Data Tool
Advanced Python Fundementals
  • Lists
  • Mutating Operations
  • Tuples, Sets, Dictionaries
  • Loops
  • Control Flow
  • List Comprehension
  • Error Handeling
Day 2
Processing
  • Strings & 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
Day 3
Numerical Python
  • Arrays
  • Visualizing using Matplotlib
  • Data Shaping
  • Concatenating, Indexing, Slicing
  • Arithmetic & Boolean Operations
  • Histograms
Statistical Modeling: NUMPY 2
  • Linear Algebra
  • Saving & Loading Arrays
  • Randomness
  • Convolution
  • Statistics
Day 4
Python Data Analysis:Panda 1
  • Data Series
  • Data Frames
  • Import CSV & Excel Files
  • Organize Data Frames
  • Data Manipulation
Advanced Python
  • File Input
  • User Input
  • List Comprehension
  • Packages
Data Processing: Pandas 2
  • Cleaning Data
  • Filtering Data
  • Advanced Grouping
  • Timestamping
  • TimeDelta Objects
  • GroupBy Method
Day 5
Data Visualization
  • Visualization Overview
  • Time Series
  • Histograms & Bar Plots
  • 3D Plots
  • Contour Plots
  • Quiver Plots
Final Project
  • Curate Data
  • Import, Clean, and Merge Data
  • Analyze Data
  • Visualize Data
  • Present Results
  • 3D stats model

    Learn to turn time-series data into dynamic 3D graphs.

  • 2 graphs

    Learn to build mutiple graphs at one time!

  • gold prices

    Learn to graph financial data from the 1800s to present day!

  • double line graph

    Learn to graph two sets of data on one grid.

  • heat maps

    Learn to bulild vector maps that measure heat sensitivity.

NYC’s Best Python Bootcamp

In this hands-on Python course, students will learn skills that will allow them to leave Excel behind for Python! Students will learn how to fetch data effectively and perform a proper analysis on it in half the time Excel would take. Students will leave this course with the ability to write Python scripts to collect, clean, and visualize data. This course is perfect for anyone interested in business, technology, academia, entrepreneurship, and much more because everyone can learn a thing or two from data!  

  • “At worst, this class will get you from knowing NOTHING about coding to a point where you are proficient enough to understand what python can do and how to apply it to your job.”

    Alex

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