Machine Learning with Python

Description

This comprehensive course on Machine Learning with Python will deepen your understanding on this topic.

After successful completion of this course you can acquire the required skills in this sector. This Machine Learning with Python comes with accredited certification, which will enhance your CV and make you worthy in the job market.

So enrol in this course today to fast track your career ladder.

You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate.

There is no experience or previous qualifications required for enrolment on this Machine Learning with Python. It is available to all students, of all academic backgrounds.

Our Machine Learning with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G.

There is no time limit for completing this course, it can be studied in your own time at your own pace.

Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc.

4 sections • 21 lectures • 01:34:00 total length

•Introduction to types of ML algorithm: 00:02:00

•SVM - Python Implementation: 00:06:00

•Introduction to types of ML algorithm: 00:02:00

•Importing a dataset in python: 00:02:00

•Resolving Missing Values: 00:06:00

•Managing Category Variables: 00:04:00

•Training and Testing Datasets: 00:07:00

•Normalizing Variables: 00:02:00

•Normalizing Variables - Python Code: 00:03:00

•Summary: 00:01:00

•Simple Linear Regression - How it works?: 00:04:00

•Simple Linear Regreesion - Python Implementation: 00:07:00

•Multiple Linear Regression - How it works?: 00:01:00

•Multiple Linear Regression - Python Implementation: 00:09:00

•Decision Trees - How it works?: 00:05:00

•Random Forest - How it works?: 00:03:00

•Decision Trees and Random Forest - Python Implementation: 00:04:00

•kNN - How it works?: 00:02:00

•kNN - Python Implementation: 00:10:00

•Decision Tree Classifier and Random Forest Classifier in Python: 00:10:00

•SVM - How it works?: 00:04:00