Designed by the OK Google Developer, this course will help you master the most popular and highly-demanded programming language Python along with Data Structures and Machine Learning. Create your own Machine Learning applications by the end of this course.
This course includes important Data Science topics such as Data Collection, Data Visualization, Data Preprocessing, Machine Learning.
In this course you will learn the basics of Python Programming required for Data Science and Important Python Libraries required for Data Science.
After completing these modules you will learn how to use your knowledge of Data Science in Projects. This course includes Capstone Projects including Building a Movie Recommendation System, Cancer Prediction, etc.
Importance of Python
Describe the basics of the Python programming language
Install Python and write your first program
Use variables and constants to store, retrieve and calculate information
Utilize core programming tools such as functions and loops
Accomplish multi-step tasks like sorting or looping using tuples
Create programs that are able to read and write data from files
Store data as key/value pairs using Python dictionaries
Start with basics of Object Oriented Programming
Understanding class and object
Encapsulation, abstraction, inheritance and polymorphism
Using Scikit Learn in Machine Learning Techniques like Regression, Classification, Clustering, Recommender Systems
Doing basic project in Python
Select and process the data
Process data using Graphs Library in Python
Creating capstone project on Machine Learning using TensorFlow in Python
Usage of Python Libraries
The course has been designed by the Perfect Plan B Mentor team. Our mentors are alumni of NIT & IIT with 8+ years of industry experience working with Google, Adobe and Flipkart.
We at Perfect Plan B are working towards eradicating the financial hurdles from education with our Learn Now, Pay Later initiative. This course will not only help you in getting industry specific knowledge but will also help you achieve your career goals with right training and mentoring from P2B team.