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

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

• Created by Srini E
• English [Auto]

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What you'll learn

• 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

Description

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..

Who this course is for:

ANY ONE who want to learn Big Data & Data Science (IT & Non-IT professionals)

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