Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
Big Data Analysis with Scala and Spark is an online course offered by Coursera that has been taken by 100,599 learners so far. The certificate programme is part of the 5-course Functional Programming in Scala Specialization which is administered by cole Polytechnique Fédérale de Lausanne (EPFL). Big Data Analysis with Scala and Spark Certification Course is prepared and delivered by Prof. Heather Miller who is an assistant professor at Carnegie Mellon University.
Offered by Coursera, Big Data Analysis with Scala and Spark Training will provide a thorough understanding of big data analysis with the help of Spark and Scala, Scala Programming, SQL, Big Data, Apache Spark, the programming model of Spark, and many more. Big Data Analysis with Scala and Spark Certification by Coursera will also provide a practical understanding of Spark and Scala with hands-on examples.
The Highlights
- Provided by Coursera
- Offered by EPFL
- Intermediate Level Course
- Self-Paced Learning Option
- 100% Online Course
- Around 27 Hours to Complete
- Flexible Deadlines
- Shareable Certificate
- Financial Aid Available
Programme Offerings
- English videos with multiple subtitles
- Shareable Certificate
- Financial aid available
- Shareable Certificates
- Self-Paced Learning Option
- Course Videos & Readings
- practice quizzes
- Graded Assignments with peer feedback
- graded Quizzes with feedback.
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Coursera |
The Big Data Analysis with Scala and Spark Certification Fee will vary based on the number of months the learners are onboard. The month-wise course fee is structured as one month, three months, and six months. The learners have the option of paying the fee using the EMI option.
Big Data Analysis with Scala and Spark Fee Structure
Duration | Amount in INR |
1 Month | INR 4,117 |
3 Months | INR 8,234 (INR 2,745/month) |
6 Months | INR 12,352 ( INR 2,059/month) |
Eligibility Criteria
To be eligible for the Big Data Analysis with Scala and Spark online course, the learners should have a minimum of one-year programming experience and familiarity with using the command line. It is also recommended for the students to have expertise in Java or C# and experience with programming languages of C/C++, Python, Javascript, or Ruby.
Certification Qualifying Details
The certification of big data analysis with scala and spark Coursera programme will be given to the learners after they successfully complete their course proceedings and pay the fee prescribed by Coursera.
What you will learn
Through the Big Data Analysis with Scala and Spark Certification Syllabus, the learners will be able to get an in-depth understanding of scala and spark for big data analytics. Plus, the students will attain the capacity for data manipulation with Spark and Scala, come up with algorithms for the data analysis, the process of loading data into Apache Spark, and the like.
Who it is for
Big Data Analysis with Scala and Spark Classes is a suitable programme for people like Big Data Developer, Big Data Engineer, and Big Data Analytics engineers.
Admission Details
Step 1 -Browse the official URL
https://www.coursera.org/learn/scala-spark-big-data
Step 2- By clicking on ‘Enroll Now’, the learners can pursue the programme.
The Syllabus
Videos
- Introduction, Logistics, What You'll Learn
- Data-Parallel to Distributed Data-Parallel
- Latency
- RDDs, Spark's Distributed Collection
- RDDs: Transformation and Actions
- Evaluation in Spark: Unlike Scala Collections!
- Cluster Topology Matters!
Readings
- Working on Assignments
- Tools Setup (Please read)
- Scala 3 REPL and Worksheets
- Cheat Sheet
- SBT tutorial and Submission of Assignments (Please read)
- Learning Resources
- Scala Style Guide
Programming Assignments
- Example
- Wikipedia (audit)
- Wikipedia
Videos
- Reduction Operations
- Pair RDDs
- Transformations and Actions on Pair RDDs
- Joins
Programming Assignments
- StackOverflow (2 week long assignment) (audit)
- StackOverflow (2 week long assignment)
Videos
- Shuffling: What it is and why it's important
- Partitioning
- Optimizing with Partitioners
- Wide vs Narrow Dependencies
Videos
- Structured vs Unstructured Data
- Spark SQL
- DataFrames (1)
- DataFrames (2)
- Datasets
Programming Assignments
- Time Usage (audit)
- Time Usage
Instructors
Swiss Federal Institute of Technology Lausanne Frequently Asked Questions (FAQ's)
To be eligible for the programme the learners must have one-year programming experience aligned with their acquaintance with using the command line.
The intermediate learners who are interested in learning big data analysis can join the online Coursera big data analysis with scala and spark programme.
You can finish the programme successfully within about 27 hours at the minimum.
Yes, non-English speaking learners can also join the course as the subtitles are given in the languages of Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, and Spanish other than English.
Yes, the EMI payment option is available for the learners to pay the fee.