Data Science with Python

Course Information

Start DateAnytime
End Date1 Year Access
ModeSelf-Paced E-Learning
Fee$899 (excluding GST)
Contact6720 3333 (Ms Rina) training.aventis@gmail.com
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LIVE Stream

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.

Course include 68 hours of learning.

Course Overview

The Python Data Science course teaches you to master the concepts of Python programming. Through this Python for Data Science training, you will gain knowledge in data analysis, machine learning, data visualization, web scraping, & natural language processing. Upon course completion, you will master the essential tools of Data Science with Python.

Eligibility

The demand for Data Science professionals has surged, making this course well-suited for participants at all levels of experience. This Python for Data Science 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.

Pre-requisites

To best understand the Python Data Science course, it is recommended that you begin with the courses including, Introduction to Data Science in Python, Math Refresher, Data Science in Real Life, and Statistics Essentials for Data Science. These courses are offered as free companions with this program.

Course Content

Data Science with Python

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 matplotlib

Lesson 11 – Web Scraping with BeautifulSoup

Lesson 12 – Python integration with Hadoop MapReduce and Spark

Practice Projects

Free Course

  • Math RefresherPreview

Free Course

  • Data Science in Real lifePreview

Free Course

  • Python for Data SciencePreview

Free Course

  • Statistics Essential for Data Science