Tools for Data Science

Course Objective

  • Create a Jupyter Notebook

  • Insert code and markdown cells

  • Share your notebook through GitHub

Final Project:

Github Repository

Here is the link of the final assignment uploaded in my GitHub repository.

https://github.com/Akina-Aoki/IBM-Data-Science-Files/blob/main/DataScienceEcosystem.ipynb

VC Studio

A preview of the finished assignment imported VC Studio.

Jupyter Notebook

A preview of the same assignment, my first attempt to learn in Jupyter Notebooks.

Markdowns

  • Headings

Recall: to convert a code cell to markdown, first click inside the cell, then on the dropdown labelled "Code" in the toolbar and select "Markdown".

You can create headings by adding a # sign before a word or a phrase. There are six levels of headings. The number sign # indicate the level of heading for example # Hello corresponds to level 1,the highest level heading.

  • Display the following text using six different heading levels.

Bold Text

You can create bold text by adding two asterisks or underscores before and after a word, phrase, or a sentence.

Italic Text

You can display text in italics by adding a single asterisk or underscore before and after a word, phrase, or a sentence.

You can create a hyperlink in the following format.'

  • Name of the link is the clickable link text

  • Link url is the web address of the url which will be directed on clicking the link.

  • To display a clickable link without a name, enclose the link in angle brackets. <>

Images

Images can be rendered in the following format.

Create Tables in Markdown

To create tables, use:

  • hyphens(----) for column headers

  • pipes| to separate each column

  • Text on a new line to separate each row

      | Country Name | Capital |
      | -------------| ------ |
      | United States | Washington DC |
      | Australia | Canberra |
      | India | New Delhi |
    

Unordered List

An unordered list is also referred to as a bulleted list.

You can create an unordered list by adding dashes (-), asterisks (*), or plus signs (+) in front of line items.

Ordered List

We can create an ordered list by adding line items with numbers followed by periods.


Source Disclosure:

In this blog post, I discussed some basic key concepts from the IBM Data Science Professional Certificate by IBM and Coursera. The course provided valuable insights into the programming languages used by the data scientists, such as python, popular data science tools such as GitHub, jupyter notebook, and R studio. Throughout this post, I referenced and built upon the ideas presented in the course. You can find more information about the course Tools for Data Science | Coursera.