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Machine Learning with Mahout

Track :

Programming

Lessons no : 28

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What will you learn in this course?
  • Develop scalable machine learning algorithms using Apache Mahout for big data analysis and predictive modeling
  • Implement clustering, classification, and recommendation systems with Mahout in real-world applications
  • Utilize Hadoop MapReduce to optimize machine learning workflows and handle large datasets efficiently
  • Apply Mahout's machine learning techniques to solve practical problems in data science and artificial intelligence
  • Configure and tune Mahout algorithms for improved accuracy and performance in diverse data environments
  • Integrate Mahout with Hadoop ecosystem components for seamless big data machine learning solutions
  • Analyze and interpret machine learning model results to inform business decisions and data-driven strategies
  • Leverage Mahout's libraries to build scalable, efficient, and customizable machine learning models
  • Understand the architecture and core concepts of Mahout for effective algorithm development and deployment
  • Troubleshoot and optimize Mahout-based machine learning projects for enhanced scalability and reliability

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  • The Certificate is free !
Lessons | 28
Apache Mahout Tutorial 1 | Apache Mahout Tutorial for Beginners 1 | Edureka
01:13:41

Apache Mahout Tutorial 1 | Apache Mahout Tutorial for Beginners 1 | Edureka
Apache Mahout Tutorial 2 | Apache Mahout Tutorial for Beginners 2 | Edureka
02:07:51

Apache Mahout Tutorial 2 | Apache Mahout Tutorial for Beginners 2 | Edureka
Machine Learning with Mahout | Apache Mahout Tutorial | Edureka
00:34:35

Machine Learning with Mahout | Apache Mahout Tutorial | Edureka
Introduction to Apache Mahout | Edureka
00:28:41

Introduction to Apache Mahout | Edureka
What is Mahout | Edureka
00:25:42

What is Mahout | Edureka
Classification of Apache Mahout | Edureka
01:23:22

Classification of Apache Mahout | Edureka
Mahout Machine Learning | Edureka
00:06:53

Mahout Machine Learning | Edureka
Learning Techniques in Mahout | Edureka
00:19:58

Learning Techniques in Mahout | Edureka
Supervised Learning Technique In Mahout | Edureka
00:11:07

Supervised Learning Technique In Mahout | Edureka
Introduction to Recommendation Systems | Apache Mahout | Edureka
00:45:57

Introduction to Recommendation Systems | Apache Mahout | Edureka
Introduction to Pearsons Correlation | Apache Mahout | Edureka
00:16:33

Introduction to Pearsons Correlation | Apache Mahout | Edureka
Understanding Distance Measures in Apache Mahout | Edureka
00:07:09

Understanding Distance Measures in Apache Mahout | Edureka
Understanding Euclidean Distance Cosine Similarities in Mahout | Edureka
00:04:10

Understanding Euclidean Distance Cosine Similarities in Mahout | Edureka
Tanimoto Coefficient | Apache Mahout | Edureka
00:04:25

Tanimoto Coefficient | Apache Mahout | Edureka
Understanding Basics of Clustering | Clustering Basics Tutorial 1 | Edureka
00:19:16

Understanding Basics of Clustering | Clustering Basics Tutorial 1 | Edureka
Clustering Algorithms | Apache Mahout | Edureka
00:13:14

Clustering Algorithms | Apache Mahout | Edureka
ClickStream Analytics in Mahout | Edureka
00:04:26

ClickStream Analytics in Mahout | Edureka
Introduction to Fuzzy K Means | Apache Mahout | Edureka
00:04:35

Introduction to Fuzzy K Means | Apache Mahout | Edureka
Collaborative Filtering Framework | Apache Mahout | Edureka
00:20:56

Collaborative Filtering Framework | Apache Mahout | Edureka
Similarities Metrics in Mahout | Edureka
00:19:33

Similarities Metrics in Mahout | Edureka
Introduction to Myrrix and Oryx | Apache Mahout | Edureka
00:08:33

Introduction to Myrrix and Oryx | Apache Mahout | Edureka
What is Canopy Clustering | Canopy Clustering in Mahout | Mahout Clustering Tutorial | Edureka
00:36:08

What is Canopy Clustering | Canopy Clustering in Mahout | Mahout Clustering Tutorial | Edureka
What is Topic Model | Understanding LDA Latent Dirichlet Allocation | Edureka
00:26:58

What is Topic Model | Understanding LDA Latent Dirichlet Allocation | Edureka
Introduction to Clustering Techniques | Mahout Clustering techniques | Mahout Clustering Tutorial
00:20:09

Introduction to Clustering Techniques | Mahout Clustering techniques | Mahout Clustering Tutorial
Understanding Apriori Algorithm | Apriori Algorithm Using Mahout | Edureka
00:35:42

Understanding Apriori Algorithm | Apriori Algorithm Using Mahout | Edureka
Mahout Clustering | Mahout Clustering Tutorial | Apache Mahout Clustering | Edureka
01:00:45

Mahout Clustering | Mahout Clustering Tutorial | Apache Mahout Clustering | Edureka
Mahout Overview | Mahout Tutorial | Mahout Machine Learning | Edureka
00:30:41

Mahout Overview | Mahout Tutorial | Mahout Machine Learning | Edureka
Mahout Use Cases | Mahout Tutorial | Apache Mahout Tutorial | Edureka
00:25:37

Mahout Use Cases | Mahout Tutorial | Apache Mahout Tutorial | Edureka


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Apache Mahout is a powerful, scalable machine-learning library that runs on top of Hadoop MapReduce. It is an open source project that is primarily used for creating scalable machine learning algorithms.