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Learn Big Data(Spark) for Data Science–Machine Learning &NLP

Learn Big Data - Hadoop-Spark/PySpark & Data Science from basics of Stats,Machine Learning,NLP using Spark :AllLevels
Course from Udemy
 127 students enrolled
 en
Understand Data Science & Machine Learning
Need of Big Data and Distributed systems
Big Data Overview
Hadoop, YARN - Architecture
Spark / PySpark - Over View and Architecture
RDD and Data Frame Hands on Practices using PySpark - Spark Core, Spark SQL
Statistics & Mathematics Basics using Spark
Machine Learning Algorithms (Deeper Insights - Master Level ) - Linear Regression, Linear Regression Assumptions , Logistic Regression,AUC & ROC Curves , Decision_Trees, Clustering and More...
Implementing Machine Learning Algorithms using Spark (Big Data) - Spark MLlib
Natural Language Processing(NLP), Text Mining
NLP using Spark
Deep Learning
End to End Implementation and Maintenance of Data Science / Machine Learning Algorithms in Production
How to attend Data Science Interviews and build your CV

This Course is designed for Beginners to start learning/Understanding Big Data & Data Science from the basics of Mathematics , Statistics, Machine Learning , NLP (Text Mining) & Deep Learning using Big Data technologies like Hadoop Spark/PySpark- MLib etc..

I will be teaching everything from scratch for any person to learn all Data Science related topics in detail from Scratch including Multiple Use cases with hands-on.

Also , Will be providing multiple use cases and Practical assignments for Spark Programming to Learn  Machine Learning and Text Mining Etc..

Learn Big Data(Spark) for Data Science–Machine Learning &NLP
$ 19.99
per course
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