watching now
4 Students
13 Lessons
Beginner

What Will You Learn?

  • You will implement Spark Machine Learning project for house price prediction
  • You will learn to launch an Apache Spark cluster
  • You'll practice processing data using a Machine Learning model (Spark ML Library)
  • You'll have a hands-on learning experience

Curriculum

1h 28m
Section 1: Introduction
1:28:40
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
Regression Model
01:42
Explanation of few terms used in Model
02:34
File Content
Project Explanation
36:19
Important Lecture
00:20

Description

Requirements

  • Basics of Apache Spark, fundamental Scala knowledge, SQL basics, and Machine Learning basics needed

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

BitDegree platform reviews

Our students say Excellent
4.5 out of 5
trustpilot logo 1 trustpilot logo