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4 Students
18 Lessons
Beginner

What Will You Learn?

  • You'll build two mini projects in Apache Spark using Databricks Notebook
  • You'll be able to launch Apache Spark clusters
  • You'll learn to process data using Machine Learning model

Curriculum

2hr 54min
Section 1: Introduction
34:21
Download Resources
Introduction to Spark
04:17
Free Account creation in Databricks
01:52
Provisioning a Spark Cluster
02:15
Introduction to Machine Learning
08:29
Basics about notebooks
07:29
Dataframes
04:47
Section 2: Heart Disease Prediction Project
1:21:26
Project Explanation Part 1
02:31
Project Explanation Part 2
19:42
Project Explanation Part 3
35:12
Project Explanation Part 4
22:01
Project Explanation Part 5
02:00
Section 3: Diabetes Prediction Project
59:12
Project Explanation Part 1
01:26
Project Explanation Part 2
15:13
Project Explanation Part 3
15:25
Project Explanation Part 4
26:48
Project Explanation Part 5
00:20

Description

Requirements

  • Apache Spark and Scala basics
  • SQL and Machine Learning basics
  • The latest version of any popular web browser

About the Instructor

Reviews 0
Students 5
Courses 5

I am Solution Architect with 12+ year’s of experience in Banking, Telecommunication and Financial Services industry across a diverse range of roles in Credit Card, Payments, Data Warehouse and Data Center programmes

My role as Bigdata and Cloud Architect to work as part of Bigdata team to provide Software Solution.

Responsibilities include,

- Support all Hadoop related issues
- Benchmark existing systems, Analyse existing system challenges/bottlenecks and Propose right solutions to eliminate them based on various Big Data technologies
- Analyse and Define pros and cons of various technologies and platforms
- Define use cases, solutions and recommendations
- Define Big Data strategy
- Perform detailed analysis of business problems and technical environments

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