Offered By: IBMSkillsNetwork
Data Science Project: Hands-on with Python
Get hands-on practice applying your Python skills for data analysis in a project you can talk about in interviews.
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Course
Python
At a Glance
Get hands-on practice applying your Python skills for data analysis in a project you can talk about in interviews.
Get ready to showcase your foundational Python skills for working with data!
During this course, which is also part of the IBM Data Analyst Professional Certificate, you’ll assume the role of a Data Scientist or a Data Analyst. You’ll immerse yourself in a real-world scenario where you’re given a real-world data set, and your task will be identifying patterns and trends.
You’ll perform specific data science and analytics tasks such as extracting data, web scraping, visualizing data, and creating a dashboard to achieve this. You’ll also demonstrate your proficiency with Python and use libraries such as Pandas and Beautiful Soup within a Jupyter Notebook.
Once you’ve successfully completed the course, you’ll have an impressive project to add to your job portfolio.
Enroll today and get ready to add valuable practical experience to your resume that employers look for!
Course Syllabus
Module 1 - Intro to Web Scraping (optional)
Module 2 - Final Project: Analyzing Stock Performance and Building a Dashboard
Module 2 - Final Project: Analyzing Stock Performance and Building a Dashboard
Learning Objectives
- Demonstrate Python skills for data science challenges.
- Scrape data from web pages.
- Extract and display data with Pandas.
- Create a KPI dashboard from a specific dataset.
Recommended Skills Prior to Taking this Course
To take this course, you need to have completed the Python for Data Science, AI, and Development course from IBM or have equivalent proficiency in Python and data manipulation.
Estimated Effort
8 Hours
Level
Intermediate
Skills You Will Learn
Data Analysis, Data Science, Jupyter Notebooks, Pandas, Python
Language
English
Course Code
PY0220EN