500038.00 Dollar US$ Machine Learning Training Hyderabad
- Location: Hyderabad, Hyderabad, Andhra Pradesh > Hyderabad, India
Data Science & Machine Learning
Introduction to Data Science
• Introduction
• Understanding Big Data
• Understand how different companies use big data for their business need
• Big Data Challanges
• Introduction to Data Science
• Types of Data Scientists
• Data Science Components
• Data Science Use Cases
• Introduction to R and Hadoop
• R and Hadoop Integration
• Machine Learning with Mahout
Hadoop Architecture HDFS & Map Reduce
• HDFS- Hadoop Distributed File System
• Assumptions and Goals
• CAP principle
• Anatomy of Hadoop Cluster
• Anatomy of a File Write
• Anatomy of a File Read
• Map Reduce Framework Architecture
• Hadoop Processes
• Understanding Various configuration Properties of Hadoop
Data Manipulation Using R
• Introduction to R
• Describe why R is Used?
• Implement R programing concepts
• Learn Data Import techniques
• Analyze the processing of the Data
Statistics and Probability
• Observation and Experiments
• Sampling Methods
• Quantitative Variables
• Skewness,Modality and Measures of Centre
• Variance, Standard Deviation, Interquartile Range
• Probability Rules
• Disjoint, Non Disjoint events, Independence
• Conditional Probability
• Probability Distributions
Machine Learning Techniques - Part 1
• Understand Machine Learning
• Use Cases Walkthrough
• Machine Learning Techniques
• Describe Clustering
• Analyze Clustering Scenarios using Clustering Algorithms
• Learn TF-IDF and cosine Similarity
Machine Learning Techniques - Part 2
www.futurepointtech.com
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