INE - Data Analysis, Visualization and Predictive Modeling

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 16 Lessons (9h 19m) | Size: 1.5 GB
This interactive course will lead students through the fundamentals of data analysis and modeling using Python data science libraries. We will focus on the Pandas data frame library as a means of reading, cleaning, and organizing data and explore the Python programming language that underlays its framework. We will explore visualization capabilities, both within Pandas and using the Seaborn statistical visualization library. On the final day, you will learn how to model data using basic linear regression techniques within Pandas and scikit-learn, with an introduction to the sophisticated scikit-learn machine learning framework.
LEARNING OBJECTIVES

https://my.ine.com/DataScience/courses/a09737d9/data-analysis-visualization-and-predictive-modeling