Real World Data Science Case Studies, Projects Using Python

Solve business problems using data science, machine learning practically and build real world projects using python

Data Science is not like any other technology, but it is in many cases the only technology that can solve certain problems. We need to ensure that all people involved in the project have a common understanding of what is required, how the process works, and that we have a realistic view of what is possible with the tools at hand. To boil down all this to its core components we could consider a few important rules:

What you’ll learn

  • Build machine learning models.
  • Exploratory data analysis.
  • Feature Engineering.

Course Content

  • Introduction –> 1 lecture • 1min.
  • Case Study-1 Bangalore house price prediction –> 9 lectures • 1hr 1min.
  • Case Study-2 Zomato Restaurant Data Analysis –> 8 lectures • 38min.
  • Case Study-3 Indian Patient Liver Data Analysis –> 8 lectures • 44min.
  • Case Study-4 Predicting The Income Level Based On U.S Census Data –> 7 lectures • 37min.

Real World Data Science Case Studies, Projects Using Python

Requirements

  • Knowledge Of Machine Learning.
  • Knowledge Of Python.

Data Science is not like any other technology, but it is in many cases the only technology that can solve certain problems. We need to ensure that all people involved in the project have a common understanding of what is required, how the process works, and that we have a realistic view of what is possible with the tools at hand. To boil down all this to its core components we could consider a few important rules:

  • create a common ground of understanding, this will ensure the right mindset
  • state early how progress should be measured
  • communicate clearly how different machine learning concepts works
  • acknowledge and consider the inherited uncertainty, it is part of the process

In this course, we are going to work on the following projects

  1. Bangalore House Price Prediction Using Machine Learning.
  2. Zomato Restaurant Data Analysis
  3. Indian Liver Patient Data Analysis
  4. Predicting The Income Level Based On U.S Census Data.