San Francisco Hadoop Users Message Board › E-Learning Programs on Predictive Analytics and Big Data - Conducted by Ment

E-Learning Programs on Predictive Analytics and Big Data - Conducted by Mentors with PhDs from Stanford, Carnegie Mellon and Johns Hopkins Universities

A former member
Post #: 17
International School of Engineering is launching E-Learning Programs on Predictive Analytics & Big Data which are certified for quality of content, pedagogy and assessment by the Language Technologies Institute (LTI) of Carnegie Mellon University (CMU).

Program 1: Essential Predictive Analytic Techniques: What Every Aspiring Data Scientist Must Know

This course thoroughly trains candidates on the following techniques:

• This course thoroughly trains candidates on the following techniques:
• Pre-processing Techniques: Graphical Visualization, Handling Missing Values, Data Standardization
• Predictive Models: Naive Bayes Classifier, Decision Trees, Linear Regression, Logistic Regression
• Model Selection Techniques: Concepts of Overfitting, Bias and Variance; Cross Validation; Error metrics like Accuracy, Precision and Recall.
• Introduction to solving analytics problems using R.

This course introduces students to R and R codes for a host of problems that will be discussed in the program.

For more details on the curriculum, fees, admission criterion and to register, please visit: http://goo.gl/0nmCg


Program 2: Engineering Big Data with R and Hadoop Ecosystem

This course thoroughly trains candidates on the following techniques:

• Hadoop and MapReduce
• NOSQL, HDFS
• Hadoop Ecosystem: HBase
• Hive, Pig, Oozie, Hama and Mahout
• Writing Map Reduce tasks directly in R

In addition, all the essential content required to build powerful Big Data processing applications and to acquire respected industry certifications like Cloudera's Apache Hadoop Developer certification will be covered in the course.

For more details on the curriculum, fees, admission criterion and to register, please visit: http://goo.gl/2D4Pb

For any queries mail us at elearning@insofe.edu.in or call us at +91 8106848586.


Regards
Team INSOFE
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