• Tip: Apply for a Twitter Developer Account now!
• Getting the Most From This Course
• Warning about Java 11 and Spark 2.4!
• Introduction, and Getting Set Up
• [Activity] Create a Histogram of Real Movie Ratings with Spark!

• [Activity] Scala Basics, Part 1
• [Exercise] Scala Basics, Part 2
• [Exercise] Flow Control in Scala
• [Exercise] Functions in Scala
• [Exercise] Data Structures in Scala

• Introduction to Spark
• The Resilient Distributed Dataset
• Ratings Histogram Walkthrough
• Spark Internals
• Key / Value RDD’s, and the Average Friends by Age example
• [Activity] Running the Average Friends by Age Example
• Filtering RDD’s, and the Minimum Temperature by Location Example
• [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum
• [Activity] Counting Word Occurrences using Flatmap()
• [Activity] Improving the Word Count Script with Regular Expressions
• [Activity] Sorting the Word Count Results
• [Exercise] Find the Total Amount Spent by Customer
• [Exercise] Check your Results, and Sort Them by Total Amount Spent
• Check Your Results and Implementation Against Mine

• [Activity] Find the Most Popular Movie
• [Activity] Use Broadcast Variables to Display Movie Names
• [Activity] Find the Most Popular Superhero in a Social Graph
• Superhero Degrees of Separation: Introducing Breadth-First Search
• Superhero Degrees of Separation: Accumulators, and Implementing BFS in Spark
• Superhero Degrees of Separation: Review the code, and run it!
• Item-Based Collaborative Filtering in Spark, cache(), and persist()
• [Activity] Running the Similar Movies Script using Spark’s Cluster Manager
• [Exercise] Improve the Quality of Similar Movies

• Activity] Using spark-submit to run Spark driver scripts
• [Activity] Packaging driver scripts with SBT
• Introducing Amazon Elastic MapReduce
• Creating Similar Movies from One Million Ratings on EMR
• Partitioning
• Best Practices for Running on a Cluster
• Troubleshooting, and Managing Dependencies

• Introduction to SparkSQL
• [Activity] Using SparkSQL
• [Activity] Using DataFrames and DataSets
• [Activity] Using DataSets instead of RDD’s

• Introducing MLLib
• [Activity] Using MLLib to Produce Movie Recommendations
• [Activity] Linear Regression with MLLib
• [Activity] Using DataFrames with MLLib

• Spark Streaming Overview
• [Activity] Set up a Twitter Developer Account, and Stream Tweets
• Structured Streaming

• GraphX, Pregel, and Breadth-First-Search with Pregel.
• [Activity] Superhero Degrees of Separation using GraphX

Pioneer in online instruction for IT courses, New Courses Online is an association which trained more than 50,000 students effectively and proceeding to do so. We have 300+ master mentors with involvement of around 15+ years in various spaces of the IT business. This skill enables our students to take in the course they select for, with no stone unturned. With well-ordered direction in lab sessions and practicals, our mentors at Big Classes enable the understudies with an indistinguishable eagerness from they to convey the classes, which promises you 100% incentive for the cash you pay.

Yes, you will have access to a demo session video of a brief length on the landing page of this course, where you will become more acquainted with the nature of course we offer. It would be ideal if you take note that the demo video is just for an applicant reference and just enables the student to comprehend the look and feel of our course interface.

We give access to all of our students for all the course material for any of our courses for a time of 365 days from the day of enrollment.

Students can interface with our mentors through email, the details of which will be given toward the beginning of the course and anyplace in the middle. You can rely on us for any questions that you look all through the course, till you finish it.

We are more than willing to help the students as far as we can; however, at the present time we don’t give any placement assistance. In any case, we are relying on the administration to start this facility sooner than later. We will update you as often as possible as and when we present the situation help include.

Trainers at NCO have experience of over 15 years in an assortment of spaces of the IT business.

Yes, yet the student must pay an additional expense for this change to happen. The charge contrast would be the same as given at the time of the application.

Yes. Our trainers can be contacted through email, the details of which will be given toward the beginning of the course and anywhere throughout the course. You can rely on us for any questions that you look all through the course, till you finish it.