Data Science and Machine Learning Bootcamp with R هذه الدورة تدرس باللغة الإنجليزية

تفاصيل الدورة

Have you ever thought of the scenario where all the cars will be moving without a driver that means something like automated machines say for example automatic washing machine.

But there is a difference.

1. For automatic washing machine,we can write programs for the washing machine functionality.

2. For automated cars without drivers in high traffic.Just imagine ,how complex and dangerous it will be when someone starts coding /programming for such functionalities.For cars to automate we would require something which is called "Machine Learning "

In this course, we are first going to first discuss  

Data Structures,etc. in R  like :

1. Vectors

2. Matrices

3. Data Frames

4. Factors 

5. Numerical/Categorical Variables

6. List

7. How to convert matrix into data frame

In this course, we are also going to first discuss  

1. "how to work in R" 

2. How to manipulate data in R

3. Advanced R Features

Then implementation/working of models like

1. Linear Regression

2. Decision Tree

3. Random Forest

4.Neural Networks

5. Deep learning 

6. H2o framework

7. Cross validation /How to avoid Over fitting

8. Dimensionality Reduction Techniques

All the materials for this course are FREE. You can download and install R,  with simple commands on Windows, Linux, or Mac.

This course focuses on "how to build and understand", not just "how to use".It's not about "remembering facts", it's about "seeing for yourself" via experimentation. It will teach you how to visualize what's happening in the model internally. 

This Course is for those who have basic knowledge of Machine Learning and Machine Learning Algorithms like Decision Tree,etc. and wants to learn how to apply those algorithms in R.

This course is for those  :

1. Who wants to be Data Scientist

2. Who are working as analyst but wants to be  Data Scientist

This course is designed for both complete beginners with no programming experience or experienced developers looking to make the jump to Data Science!

Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! 

Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!

Enroll in the course and become a data scientist today!