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Data science online training

Data science online training

Data Science Online Training Course Content:
Introduction to Data Science
Introduction to Data Science
Data
Big Data
Data Science Deep Dive
Intro to R Programming & Advanced R Programming
Introduction to R
R Programming Concepts
Data Manipulation in R
Data Import Techniques in R
Exploratory Data Analysis (EDA) using R
Data Visualization in R
Python Programming & Machine Learning
Big Data and Hadoop Introduction
Map Reduce Concepts
PIG
HIVE
Sqoop
Statistics
Statistics basics
Machine Learning using R & Python
Introduction
ML Fundamentals
Understanding Supervised and Unsupervised Learning Techniques
Clustering
Implementing Association rule mining
Understanding Process flow of Supervised Learning Techniques
Decision Tree Classifier
Random Forest Classifier
What is Random Forests
Naive Bayes Classifier.
Project Discussion
Problem Statement and Analysis
Linear Regression
Logistic Regression
Text Mining
Sentimental Analysis
Support Vector Machines
Deep Learning
Time Series Analysis
Apache Spark using Python
Apache Spark
Spark Core Architecture
Spark Internals Detailed
Intro to Spark Streaming
Intro to Spark GraphX Programming
Intro to Spark Mllib

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Data science online training

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