Apache Mahout

Apache Mahout Training

Duration: 2 Days

Course fee:$299.00 (₹19583.01)

The training is an ideal choice for people who are looking to gain knowledge of the techniques like Mahout on Amazon EMR and Mahout with Apache Hadoop technology.

Product Description

The training is an ideal choice for people who are looking to gain knowledge of the techniques like Mahout on Amazon EMR and Mahout with Apache Hadoop technology

Objective

  • To offer hands-on training designed mainly for exclusive domain of academics and corporations with decent research budgets
  • To offer sound knowledge of library for scalable machine-learning algorithms with the Map Reduce paradigm
  • To proffer sound knowledge for machine-learning techniques like clustering, Mahout with Apache Hadoop along with collaborative filtering
  • To offer intelligent applications to learn from data and user inputs

Advantages Of Apache Mahout Training

  • Offers user and item based recommenders with matrix factorization
  • Clustering always manages particular items with the same class and also organizes them into naturally occurring groups
  • Clear understanding of Mahout on Amazon EMR with latest features
  • Sound knowledge of latest release as like Singular Value Decomposition and Logistic regression classifier

Additional Information

Day 1

1. Intro towards recommendation systems

2. Recommendation Engine

3. Collaborative filtering

4. Content Based

5. Mahout Optimizations that are user based

6. Threshold

7. Item based

8. Overview of the recommendation platform

9. Manhattan distance & Similarity measures

10. Euclidean distance

11. Pearson’s Correlation Similarity

12. Cosine Similarity

13. Loglikihood Similarity

14. Tanimoto

15. Evaluating Recommendation engines

16. Online and offline

Day 2

1. Introduction to Clustering and its Common Clustering Algorithms

2. Fuzzy K-means, Mean Shift and K-means

3. Feature Selection with data representation

4. Vectorization

5. Intro to Classification

6. Representing Vectors

7. Basics

8. Mahout on Hadoop

9. Mahout on Amazon EMR

10. Common Algorithms

11. Apache Mahout & Myrrix

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