This course is about the fundamental concepts of machine learning, facusing on neural networks. This topic is getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking. Learning algorithms can recognize patterns which can help detect cancer for example. We may construct algorithms that can have a very good guess about stock prices movement in the market.
Section 1:
R basics
data visualization
machine learning basics
Section 2:
linear regression and implementation
Section 3:
logistic regression and implementation
Section 4:
k–nearest neighbor classifier and implementation
Section 5:
naive bayes classifier and implementation
support vector machines (SVMs)
Section 6:
tree based approaches
decision trees
random forest classifier
Section 7:
clustering algorithms
k means clustering and hierarchical clustering
boosting
Section 8:
neural networks in R
feedforward neural networks and its applications
credit scoring with neural networks
Thanks for joining the course, let’s get started!
Instructor Details
Courses : 24
Specification: Introduction to Machine Learning in R
|
9 reviews for Introduction to Machine Learning in R
Add a review Cancel reply
This site uses Akismet to reduce spam. Learn how your comment data is processed.
Price | $12.99 |
---|---|
Provider | |
Duration | 8 hours |
Year | 2020 |
Level | All |
Language | English |
Certificate | Yes |
Quizzes | No |
$94.99 $12.99
Chaitanya Gayke –
Comprehensive curriculum.
Glenn McGregor –
It seems to be a good match. Very basic, but good.
Anuja Nair –
The course is alright so far! It gives a good idea on how to build models and predict values. However, I found that one of the datasets for challenger example is missing from the data.zip file.
Ivana Kristofova –
I really enjoy the sequence of the theory from the easier models to more complicated. It was explained in very understandable way. And supported by codes that are well commented and good to follow. I am ready to start to play with data : ). Thank you!
Ruparna Saigol –
It’s too dumbed down
Isaac Lynn –
Very good, sometimes code is out of date
Robert Cordrey –
Using the console as the place to type the script makes it nearly impossible to read. I would have my money refunded if it was within the 30 day window. After trying to watch the first couple of lessons, I stopped. It was no longer interesting.
Sanjeet Mohanta –
give some example for practice
Maria Swapna Murari –
very helpful for a beginner like me