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Data Science made easy with Python and Spark

Python is one of the most powerful programming languages today and it has gained a lot of traction in the industry. Python is the most preferred language for Data Science and Machine Learning. Want to learn Python? Come join this full day pre-conference workshop where we cover everything right from basic to advanced level. Along with Python we will also dive into handling big data with Spark.

Python Basics

  • Data Types and Variables
  • Python Lists
  • For Loops
  • While Loops
  • Fun with strings & Functions

Python Data Structures

  • Dictionaries
  • Sets
  • Tuples
  • Classes
  • Generators
  • Decorators
  • Building Linked Lists
  • Trees

Python Advanced

  • Glipmse of competitive coding and advanced data structures with Python
  • Collections
  • Trie
  • BFS/DFS

Big data with Spark and Python

  • Intro to Python with Spark
  • Functional programming in spark using Lambda function in Python
  • Hands on Spark
    • Basic word count using Spark from very large file
    • Min Max weather temperature data from various weather stations consisting > 10 million rows
    • Movie lens data analytics using Spark
    • Social Media friends by average number friends by age using Spark

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