Certified Python Programmer for Data Science

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Overview

Are you planning to become a data scientist? If yes, then you have to learn Python programming language. Why? Python is the number one programming language in the world of data scientists. It emphasises on code readability and clear programming on both small and large scales, allowing you to focus on your research, product, or project.

In this 4-day journey, you will be exposed to multiple development environments so you can choose the best one for you. You will be taught step-by-step how to program in Python. You will go through all the steps of a Data Science project starting from data importing, data cleaning, data analysing, to data visualisation which reveals new insights.

In summary, you will gain a complete understanding of Python with Data Science from the ground up.

Who Should Attend

This workshop is intended for individuals who are interested in learning Data Science, or who want to begin their career as a data scientist.

Prerequisites

All participants should have a basic knowledge of programming in any language (Java, C, C++, Pascal, Fortran, Javascript, PHP, Python, etc.)

Course Outline

  • Introduction to Programming
  • Python Basics
  • Jupyter Notebook
  • Pythonic Programming
  • Working with Files
  • Functions
  • Modules and Packages
  • Object-Oriented Programming
  • OS Module
  • Working with JSON Data
  • Web Scraping (BeautifulSoup
  • Introduction to Matrix Processing (NumPy)
  • Data Analysis (Pandas)
  • Data Visualisation (Matplotlib)
  • Introduction to Applied Machine Learning (Scikit-learn)
  • Capstone Project

Course Summary

Class Duration
40 Hrs (2 ½ months)
Faculty
Technology
Level
Advance
Entry Requirements
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We show our students that there are no barriers to their success. There are opportunities waiting for you right here at AIMS because we understand that your ambition will only keep growing. Just like our passion for excellence.

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