An online course designed to provide a blend of Machine learning & Big Data and where Mahout fits in the Hadoop Ecosystem.
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.
After the completion of Apache Mahout Course at Edureka, you should be able to:
Gain an insight into the Machine Learning techniques.
Understand the algorithms of SVM, Naive Bayes, Random Forests, etc.
Implement these using 'Apache Mahout'
Understand the recommendation system
Learn Collaborative filtering, Clustering, and Categorization
Analyse Big Data using Hadoop and Mahout
Implementing a recommender using MapReduce
- Introduction to tools like Weka, Octave, Matlab, SAS
Who should go for this course?
This course is designed for all those who are interested in learning machine learning techniques in big data domain and write intelligent applications using Apache Mahout. The following professionals can go for this course :
Data Scientists looking to hone their machine learning skills
Software Developers and Architects
Business Analysts wanting to learn Mahout for ML implementation
Professionals working with R, Matlab, Python, etc.
Statisticians looking to learn machine learning techniques
- Graduates aspiring to take a leap in analytics domain
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 organise and enhance data has never been greater. Therein lies the premise and the promise of the field of machine learning and Apache Mahout.
Once you are successfully through the project (Reviewed by an edureka expert), you will be awarded edureka’s Machine Learning with Mahout Expert Certificate.
edureka certification has industry recognition and we are the preferred training partner for many MNCs e.g.Cisco, Ford, Mphasis, Nokia, Wipro, Accenture, IBM, Philips, Citi, Ford, Mindtree, BNYMellon etc. Please be assured.
This school offers programs in:
Last updated February 17, 2018