The Ultimate Python Progammer & Data Certification Bundle

9 Courses & 79 Hours
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Deal Price$38.97
Suggested Price$2,099.00
You save 98%

What's Included

  • Certification included
  • Experience level required: All levels
  • Access 64 lectures & 10 hours of content 24/7
  • Length of time users can access this course: Lifetime

Course Curriculum

64 Lessons (10h)

  • Introduction to Course
  • Setting up Python with Spark
  • Local VirtualBox Set-up
  • AWS EC2 PySpark Set-up
  • Databricks Setup
  • AWS EMR Cluster Setup
  • Python Crash Course
  • Spark DataFrame Basics
  • Spark DataFrame Project Exercise
  • Introduction to Machine Learning with MLlib
  • Linear Regression
  • Logistic Regression
  • Decision Trees and Random Forests
  • K-means Clustering
  • Collaborative Filtering for Recommender Systems
  • Natural Language Processing
  • Spark Streaming with Python

Spark & Python for Big Data with PySpark

JP
Jose Portilla

Instructor

Jose Marcial Portilla has a BS and MS in Mechanical Engineering from Santa Clara University and years of experience as a professional instructor and trainer for Data Science and programming. He has publications and patents in various fields such as microfluidics, materials science, and data science technologies. Over the course of his career he has developed a skill set in analyzing data and he hopes to use his experience in teaching and data science to help other people learn the power of programming the ability to analyze data, as well as present the data in clear and beautiful visualizations. Currently he works as the Head of Data Science for Pierian Data Inc. and provides in-person data science and python programming training courses to employees working at top companies, including General Electric, Cigna, The New York Times, Credit Suisse, and many more. Feel free to contact him on LinkedIn for more information on in-person training sessions or group training sessions in Las Vegas, NV.

Description

In this course, you'll learn the latest big data tech — Spark — and how to integrate it with one of the leading programming languages, Python. Companies like Google, Facebook, Netflix, Airbnb, Amazon, NASA, and more use Spark to solve their big data problems because it can perform up to 100x faster than Hadoop MapReduce. As such, it's in huge demand. This course will teach you the basics with a crash course in Python before continuing on to learn how to use Spark DataFrame with the latest Spark 2.0 syntax. By course's end, you'll have all the skills you need to solve real-world data problems.

  • Access 64 lectures & 10 hours of content 24/7
  • Understand how to use the MLlib Machine Library w/ the DataFrame syntax & Spark
  • Cover the latest Spark technologies, like Spark SQL & Spark Streaming
  • Explore advanced models like Gradient Boosted Trees

Specs

Important Details

  • Length of time users can access this course: lifetime
  • Access options: web & mobile streaming
  • Certification of completion included
  • Redemption deadline: redeem your code within 30 days of purchase
  • Updates included
  • Experience level required: all levels

Requirements

  • Internet access

Terms

  • Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.
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