An online course designed to provide a blend of Machine learning & Big Data and where Mahout fits in the Hadoop Ecosystem.
About The Course:
This course covers the fundamentals of machine learning techniques ranging from various algorithms of Support Vector Machines, k-means clustering, Random Forests, Collaborative filtering to recommendation system, Mahout on Hadoop and Amazon EMR, etc.
Course Objectives:
After the completion of Apache Mahout Course at Edureka, you should be able to:
1. Gain an insight into the Machine Learning techniques.
2. Understand the algorithms of SVM, Naive Bayes, Random Forests,etc.
3. Implement these using 'Apache Mahout'
4. Understand the recommendation system
5. Learn Collaborative filtering, Clustering and Categorization
6. Analyse Big Data using Hadoop and Mahout
7. Implementing a recommender using MapReduce
8. Introduction to tools like Weka, Octave, Matlab, SAS
Pre-requisites:
The basic Java and Hadoop knowledge is recommended and not mandatory as these concepts will also be covered during the course.
Why Learn Machine Learning with Mahout?
In the modern information age of exponential data growth, the success of companies and enterprises depends on how quickly and efficiently they turn vast amounts of data into actionable information. Whether it's for processing hundreds or thousands of personal e-mail messages a day or driving user intent from petabytes of weblogs, the need for tools that can organize and enhance data has never been greater. Therein lies the premise and the promise of the field of machine learning and Apache Mahout.
Course Duration:
You will undergo self-paced learning where you will get an in-depth knowledge of various concepts that will be covered in the course.
Real-life Case Studies:
Towards the end of the course, you will be working on a project where you are expected to implement the techniques learnt during the course.
Assignments:
Each module will contain practical assignments, which can be completed before going to the next module.
Lifetime Access:
You will get lifetime access to all the videos,discussion forum and other learning contents inside the Learning Management System.
Certification:
Edureka certifies you as an expert in Machine Learning with Mahout based on the project reviewed by our expert panel.
Forum:
We have a community forum for all our customers that further facilitates learning through peer interaction and knowledge sharing.
There are countless online education marketplaces on the internet. And there’s us. We are not the biggest. We are not the cheapest. But we are the fastest growing. We have the highest course completion rate in the industry.
And the reason is, we don’t give up. When a student commits to a course, we commit to the student. We are not going to sugar coat it - we will make you complete, come what may. You may not have given much thought to what you are signing up for, but we believe you are signing up for knowledge that is useful and complete.
And what we do, we do to make that belief a reality. We are ridiculously committed to our students. Be it constant reminders, relentless masters or 24 x 7 online support - we will absolutely make sure that you run out of excuses to not complete the course.
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