Python for Data Science

Python for Data Science

Request more information

Time: February – March 2023

Cost: $1450

Location: 430 Marrett Rd Suite 1 Lexington MA 02420

Requirements: Bachelor degree or equivalent, no coding experience is required, bring your own laptop.

Certificate: Course completion certificate

If you’re new to programming and ready to immerse yourself, this is the course for you.

During the course, we’ll cover main data types and their behavior, common libraries and popular algorithms. You’ll also learn how to professionally structure your programs and solve real world challenges by creating objects in Object-Oriented Programming.

We’ll also discuss the most common coding interview questions and demonstrate the best programming practices used by professionals.

Throughout this course, you’ll practice these new skills by working on real life projects. By the end of this course, you’ll have a portfolio and code samples on GitHub to show to employers.

Covered topics:

  • Python fundamentals: Learn basic Python syntax, to use control flow and loops and work with functions and data structures. You will also learn how to recognize possible errors, their causes and how to handle them.
  • Programming paradigms: Learn about the paradigms of procedural programming and the associated logical concepts. You’ll explore functional and object-oriented programming, and get an introduction to algorithms.
  • Modules, libraries and tools: Supercharge your coding environment with popular modules, libraries and tools for Python. You’ll also learn about the different types of testing.
  • Data Handling: Numpy and Pandas. Python has many useful packages for data creation, integration, and manipulation. You are going to learn NumPy and Pandas, the most widely used two packages for data science.
  • Data visualization: You will be able to generate powerful reports that will help people make decisions and take action based on their business data using Matplotlib, one of the most widely used Python visualization package.
  • Final Project: This course will walk you through a hands-on real life project suitable for a portfolio. You will be shown how to manipulate and analyze data using Python.

 

Register now