Data Science With Python(E-Learning)
In Partnership with Simplilearn
This is an ONLINE course. Participants are able to access to the online course upon completion of registration.
Once activated, the licenses will be valid for ONE YEAR from the date of activation.
The Python Data Science Course teaches you to master the concepts of Python programming. Through this Python Data Science training, you will gain knowledge in data analysis, Machine Learning, data visualization, web scraping, and Natural Language Processing. Upon course completion, you will master the essential tools of Data Science with Python.
The demand for Data Science professionals has surged, making this course well-suited for participants at all levels of experience. This Data Science with Python training is beneficial for analytics professionals willing to work with Python, software and IT professionals interested in the field of analytics, and anyone with a genuine interest in Data Science
To best understand the Data Science with Python course, it is recommended that you begin with the courses including, Python Basics, Math Refresher, Data Science in Real Life, and Statistics Essentials for Data Science. These courses are offered as free companions with this program.
Lesson 00 – Course Overview
Lesson 01 – Data Science Overview
Lesson 02 – Data Analytics Overview
Lesson 03 – Statistical Analysis and Business Applications
Lesson 04 – Python Environment Setup and Essentials
Lesson 05 – Mathematical Computing with Python (NumPy)
Lesson 06 – Scientific computing with Python (Scipy)
Lesson 07 – Data Manipulation with Pandas
Lesson 08 – Machine Learning with Scikit–Learn
Lesson 09 – Natural Language Processing with Scikit Learn
Lesson 10 – Data Visualization in Python using matplotli
Lesson 11 – Web Scraping with BeautifulSoup
Lesson 12 – Python integration with Hadoop MapReduce and Spark