COVID-19 Outbreak Prediction

Offered byGreat Learning

COVID-19 Outbreak Prediction
at
Great Learning
Overview

Duration	1 hour
Total fee	Free
Mode of learning	Online
Difficulty level	Beginner
Official Website	Explore Free Course
Credential	Certificate

COVID-19 Outbreak Prediction
at
Great Learning
Highlights

Earn a certificate of completion

COVID-19 Outbreak Prediction
at
Great Learning
Course details

What are the course deliverables?

Random Forest Regressor
EDA
Seaborn
Pandas

More about this course

In this course, we will be working on a covid-19 dataset and understand the spread of the disease
We will start off by building graphs for number of confirmed cases, cured cases and deaths using Seaborn library
Then, we will also analyze the spread of the virus across individual states
Finally, we will be building random forest regressor on top of the data to predict the number of confirmed cases with respect to date
Here, we will see how to build this algorithm and understand what is the efficacy of this
This course will also help you to improve your Exploratory Data Analysis skills as we will be extracting and working with a lot of individual records and variables from the given dataset

COVID-19 Outbreak Prediction
at
Great Learning
Curriculum

Agenda

What is Machine Learning?

Categories of Machine Learning

Unsupervised Learning

Linear Regression

Demo

COVID-19 Outbreak Prediction
at
Great Learning
Faculty details

Mr. Bharani Akella

Designation : Data Scientist Description : Bharani has been working in the field of data science for the last 2 years. He has expertise in languages such as Python, R and Java. He also has expertise in the field of deep learning and has worked with deep learning frameworks such as Keras and TensorFlow. He has been in the technical content side from last 2 years and has taught numerous classes with respect to data science.