Data science is that field of engineering, where data get process with knowledge of domain, statistics, programming and also little bit of Math. Its comprises of Artificial Intelligence, Machine Learning, deep Learning. This course is applicable those who have worked in Python for at least 6 months.
The journey of this entire course begin with data type in PYTHON and end at building a model based on the given problem. At the initial level of this course, I will try to teach about different Machine Learning Model with example, then considering one problem from each category and analyse that problem in the context ML and data analytics.
After end of one complete problem solution, student will understand , which features of the database related to this problem is irrelevant while making classifier for that problem.
Student also understand how the data type of attribute need to be change and why to change to bring solution.
Entropy and information gain will be discuss with example while making solution for attribute reduction.