Spark & Scala Course in Pune

Spark & Scala Course in Pune

Our Spark and Scala course is expected to take two months with a total 16-18 classes which includes practical Scala and Spark training, each class is having three-four hours training. It majorly covers : Scala Programming, Spark programming, Advanced Examples of Spark Programs, Running Spark on a Cluster, Spark DataFrames and Datasets, Regression with Spark, Classification with Spark, Model Evaluation, Clustering with Spark etc

Lectures: 8-9 WeekendsDuration: 54-60 hours

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Spark & Scala Course Training in Pune

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  • Introduction to Scala and Spark
  • Arithmetic and Numbers
  • Values and Variables
  • Booleans and Comparison Operators
  • Strings and Basic Regex
  • Tuples
  • Scala Basics – Assessment Test Exercises
  • Intro to Collections
  • Lists
  • Arrays
  • Sets
  • Maps
  • Collections – Assessment Test Exercise
  • Flow Control
  • For Loops
  • While Loops
  • Functions
  • Scala Programming Exercises
  • The Resilient Distributed Dataset
  • Ratings Histogram Walkthrough
  • Spark Internals
  • Key / Value RDD’s, and the Average Friends by Age example
  • [POC] Running the Average Friends by Age Example
  • Filtering RDD’s, and the Minimum Temperature by Location Example
  • [POC] Running the Minimum Temperature Example, and Modifying it for Maximum
  • [POC] Counting Word Occurrences using Flatmap()
  • [POC] Improving the Word Count Script with Regular Expressions
  • [POC] Sorting the Word Count Results
  • [Exercise] Find the Total Amount Spent by Customer and Sort Them by Total Amount Spen
  • [POC] Find the Most Popular Movie
  • [POC] Use Broadcast Variables to Display Movie Names
  • [POC] 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()
  • [POC] Running the Similar Movies Script using Spark’s Cluster Manager
  • [Exercise] Improve the Quality of Similar Movies
  • [POC] Using spark-submit to run Spark driver scripts
  • [POC] 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 Spark DataFrames
  • DataFrames Overview
  • Spark DataFrame Operations
  • GroupBy and Aggregate Functions
  • Missing data
  • Date and Timestamps
  • DataFrame Project Exercises
  • [POC] Using DataSets instead of RDD’s
  • Introduction to Linear Regression
  • Introduction to Regression Section
  • Linear Regression Documentation Example
  • Alternate Linear Regression Data CSV File
  • Linear Regression Walkthrough Part 1
  • Linear Regression Walkthrough Part 2
  • Linear Regression Exercise Project
  • Introduction to Classification
  • Classification Documentation Example
  • Spark Classification – Logistic Regression Example – Part 1
  • Spark Classification – Logistic Regression Example – Part 2
  • Logistic Regression Project Exercise
  • Model Evaluation Overview
  • Spark Model Evaluation – Documentation Example
  • Spark – Model Evaluation – Regression Example
  • Introduction to Clustering with Spark
  • KMeans Theory Lecture
  • Example of KMeans with Spark
  • Clustering Project Exercise Overview
  • PCA Theory Overview
  • PCA with Spark – Project Exercise
  • PCA with Spark – Documentation Example
  • Databricks Overview
  • Introduction to Spark Recommendation Systems
  • Spark Recommender System Implementation
  • Zeppelin Notebooks on AWS Elastic MapReduce.

Spark Streaming Overview

[POC] Set up a Twitter Developer Account, and Stream Tweets

Structured Streaming


Live Twitter Sentiments Analysis using Spark

Yelp Data Processing Using Spark and Hive Part 1

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Spark & Scala Course Features

Classroom Sessions

Ethans Pune offers highly professional and advanced training as per the industry need with a special focus on 100% practical and project based program, interactive sessions with Individual focus, online doubt clearing sessions, backup online recorded session, forum access for doubts and questions.

Flexi Pass

Eight months free rejoining option within the same branch and same trainer from date of joining. Option available for branch change with minimum charges according to institute’s norms. Special discounts on joining multiple courses and referral bonus can also be availed. Lifetime WhatsApp technical discussion/placement group access.


Hands-on assignments on each topic and modules, trainers provide these assignments according to the student's skill set and project requirements. Assignment duration will be approximately an hour a day. Assignment focuses on real time companies projects. Complementary Study Material with every course.


We are ISO 9001:2015 certified. Our certificate is recognised in many top companies. Increase the weightage of your resume by obtaining a course completion certificate on successful completion of the course and practical based projects.

Real-life Case Studies

Ethans provides multiple use cases on real time projects. It helps students to understand the business requirements, analysis of requirements and challenges on real time implementation. We make them industry ready.

Job Assistance Program

On successfully completing a course with Ethans, you could be eligible for a job assistance program. Under this program we help students to build a perfect resume and optimize online profiles for job calls. Alumni group of 5000+ students help share the opportunities. 3000+ freshers/professionals received jobs in top companies in India or across India with good salary packages.

Spark & Scala Course FAQs

It will be highly appreciated to have knowledge of SQL,UNIX and programming languages like Python or Java. If you are a beginner, you need not worry. Program starts from scratch and contains basic foundation concepts of Database and programming at the start.

This course is suggested to Data analysts and Data scientists or ETL and Data Warehousing Professionals. Spark and Scala is a demanding skill in the industry. Python with Spark is a deadly combination to go for.

You will have access to the technical discussion forum lifetime, which will help you in resolving most of your doubts and queries. Eventually, you can connect with your respective faculty directly, else reach out to the nearest Ethans help desk for further assistance.

Our faculties are all extensively experienced IT Industry experts and real time corporate trainers from renowned MNC’s with marvelous knowledge in the subject matter. In addition to their standard duties of imparting knowledge, faculties also undertake consulting assignments for leading Indian and Multinational Companies that gives practical exposure based on real time scenarios from their world of experience. Ethanians that upskill are able to vividly recall classes even after years. Such is the impact of our remarkable trainers on the students.

Yes, Ofcourse. You will be provided with both, hard copies of the study material upon enrollment and soft copies will be shared by the respective faculties over the cloud during the program.

Ethans is a Market leader in Cloud, Automation and Analytics (such as Python, Data Science – Machine Learning, Artificial Intelligence, AWS, Azure, GCP, DevOps, Hadoop, Selenium, Robotics Process Automation, etc.) helps working professionals and freshers in enhancing skills in multiple technologies as per the market demand.

Yes. Ethans being one of the top notch institutes, has a wide network in the market. We do have collaboration with multiple companies that helped 3000+ freshers to get place and working professionals to switch their domains in top companies across India. On course completion, one becomes eligible for the placement assistance.

There are multiple institutes which are providing software training courses, but only Ethans offers professional training on various demanding technologies with flexible timings over the weekdays as well as on weekends depending on the requirements of working professionals.

We have a big pool with a strong and renowned team of professionals having extensive expertise in the technology they deliver. Our trainers are quite supportive and render an amicable learning environment which invigorates the student’s growth in an optimistic way. They are all with huge industry and teaching experiences. Some of them hold more than two decades of experience of the same industry.

We are open for both, lump sum and installments. Best to pay it in one go, but we avail maximum two installments. First installment is to be cleared on the very first day of the class and the second one, within 21 days from the batch commencement date.

No. Fees once paid is non-refundable and non-transferable at any case, as we assure best training quality at Ethans Tech. We do not let go of any of our valuable students and ensure to deliver the quality that meets one’s requirements and is worth it. Each one of you is important to us.

Yes, Obviously. It’s mandatory and your right to know everything regarding our institute before enrolling. We keep on conducting multiple free demo sessions on numerous technologies every week at all the respective branches of Ethans. It gives you awareness, knowledge, makes things crystal clear and also helps one to decide upon the technology he/she wishes to opt for.

As of now, Ethans has presence at three locations in Pune (Pimple Saudagar/Kharadi/Baner) and in Noida as well. Looking forward to expanding gradually across India with all your support. Ethans has state-of-the-art-infrastructure that accelerates a pleasant and academically vigorous and stimulating environment for the students and the faculty.

Yes. Ethans renders Online training too. It’s a virtual and absolutely interactive training by the identical faculties that educate at our different branches with the help of a specific software which is best to intercommunicate online. You will be obtaining uniformly the same study material and assessment in online training as in the classroom. Educating yourself from Ethans Tech either by classroom or online means is the same, as the instructors don’t change. Now, it depends on the students, which mode to prefer based on their comfort levels.

Sorry. Although we have crowds coming from different states, we don’t have any such hostel or PG facility as of now, but yes, we help them in finding one for themselves near the institute as there are many good options available that a student can choose as per his/her convenience and reside comfortably.

On enrollment at Ethan’s Tech, you are provided with a flexi pass that avails eight months free re-joining option within the same branch and under the same trainer from the date of enrollment. We also provide online recorded sessions as backups. Options available for branch change with nominal charges as per the norms and regulations of the institute.

Yes. Certificate is issued to the respective student, after the course completion and assessment which is valid in multiple companies and apparently, it becomes an edge in your curriculum vitae in order to showcase your skill set.

Yes, we are frequently engaged in corporate training being the market leader with a big pool of corporate trainers having a wide network with collaboration with several top MNC’S that ultimately becomes an add-on for placing our students with such references.

Basically, there are two ways of registering with Ethans Tech, Online and Offline. In terms of Online, you just need to visit the enrollment tab on your website – which will redirect you to the enrollment form, wherein you need to fill all your essential details and proceed further by paying Rs. 2000/- as the registration fees (inclusive of your standard course fees) For Offline admission, you can can contact and visit any of your nearest Ethans branch and carry out the further formalities under the guidance of the team at Ethans Desk.


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Ethans Tech – Wakad

Office 304, 305 Pride Purple Square, Above Maharashtra Electronics Kalewadi Phata - Wakad Pimpri-Chinchwad, Maharashtra 411057


Ethans Tech – Kharadi

Office 101, Below Hotel Classic Residency, next to Shell Petrol Pump, Durvankur Society Rakshak Nagar, Kharadi, Pune, Maharashtra 411014


Ethans Tech – Baner

Office No.: 3B, 3rd floor, Vasuda House, Near COSMOS Bank, Baner, Pune, Maharashtra


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A137, Sector 63, Near Sector 62 Metro Station, Noida (U.P.)


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