
Domains
Agile Management
Master Agile methodologies for efficient and timely project delivery.
View All Agile Management Coursesicon-refresh-cwCertifications
Scrum Alliance
16 Hours
Best Seller
Certified ScrumMaster (CSM) CertificationScrum Alliance
16 Hours
Best Seller
Certified Scrum Product Owner (CSPO) CertificationScaled Agile
16 Hours
Trending
Leading SAFe 6.0 CertificationScrum.org
16 Hours
Professional Scrum Master (PSM) CertificationScaled Agile
16 Hours
SAFe 6.0 Scrum Master (SSM) CertificationAdvanced Certifications
Scaled Agile, Inc.
32 Hours
Recommended
Implementing SAFe 6.0 (SPC) CertificationScaled Agile, Inc.
24 Hours
SAFe 6.0 Release Train Engineer (RTE) CertificationScaled Agile, Inc.
16 Hours
Trending
SAFe® 6.0 Product Owner/Product Manager (POPM)IC Agile
24 Hours
ICP Agile Certified Coaching (ICP-ACC)Scrum.org
16 Hours
Professional Scrum Product Owner I (PSPO I) TrainingMasters
32 Hours
Trending
Agile Management Master's Program32 Hours
Agile Excellence Master's ProgramOn-Demand Courses
Agile and ScrumRoles
Scrum MasterTech Courses and Bootcamps
Full Stack Developer BootcampAccreditation Bodies
Scrum AllianceTop Resources
Scrum TutorialProject Management
Gain expert skills to lead projects to success and timely completion.
View All Project Management Coursesicon-standCertifications
PMI
36 Hours
Best Seller
Project Management Professional (PMP) CertificationAxelos
32 Hours
PRINCE2 Foundation & Practitioner CertificationAxelos
16 Hours
PRINCE2 Foundation CertificationAxelos
16 Hours
PRINCE2 Practitioner CertificationSkills
Change ManagementMasters
Job Oriented
45 Hours
Trending
Project Management Master's ProgramUniversity Programs
45 Hours
Trending
Project Management Master's ProgramOn-Demand Courses
PRINCE2 Practitioner CourseRoles
Project ManagerAccreditation Bodies
PMITop Resources
Theories of MotivationCloud Computing
Learn to harness the cloud to deliver computing resources efficiently.
View All Cloud Computing Coursesicon-cloud-snowingCertifications
AWS
32 Hours
Best Seller
AWS Certified Solutions Architect - AssociateAWS
32 Hours
AWS Cloud Practitioner CertificationAWS
24 Hours
AWS DevOps CertificationMicrosoft
16 Hours
Azure Fundamentals CertificationMicrosoft
24 Hours
Best Seller
Azure Administrator CertificationMicrosoft
45 Hours
Recommended
Azure Data Engineer CertificationMicrosoft
32 Hours
Azure Solution Architect CertificationMicrosoft
40 Hours
Azure DevOps CertificationAWS
24 Hours
Systems Operations on AWS Certification TrainingAWS
24 Hours
Developing on AWSMasters
Job Oriented
48 Hours
New
AWS Cloud Architect Masters ProgramBootcamps
Career Kickstarter
100 Hours
Trending
Cloud Engineer BootcampRoles
Cloud EngineerOn-Demand Courses
AWS Certified Developer Associate - Complete GuideAuthorized Partners of
AWSTop Resources
Scrum TutorialIT Service Management
Understand how to plan, design, and optimize IT services efficiently.
View All DevOps Coursesicon-git-commitCertifications
Axelos
16 Hours
Best Seller
ITIL 4 Foundation CertificationAxelos
16 Hours
ITIL Practitioner CertificationPeopleCert
16 Hours
ISO 14001 Foundation CertificationPeopleCert
16 Hours
ISO 20000 CertificationPeopleCert
24 Hours
ISO 27000 Foundation CertificationAxelos
24 Hours
ITIL 4 Specialist: Create, Deliver and Support TrainingAxelos
24 Hours
ITIL 4 Specialist: Drive Stakeholder Value TrainingAxelos
16 Hours
ITIL 4 Strategist Direct, Plan and Improve TrainingOn-Demand Courses
ITIL 4 Specialist: Create, Deliver and Support ExamTop Resources
ITIL Practice TestData Science
Unlock valuable insights from data with advanced analytics.
View All Data Science Coursesicon-dataBootcamps
Job Oriented
6 Months
Trending
Data Science BootcampJob Oriented
289 Hours
Data Engineer BootcampJob Oriented
6 Months
Data Analyst BootcampJob Oriented
288 Hours
New
AI Engineer BootcampSkills
Data Science with PythonRoles
Data ScientistOn-Demand Courses
Data Analysis Using ExcelTop Resources
Machine Learning TutorialDevOps
Automate and streamline the delivery of products and services.
View All DevOps Coursesicon-terminal-squareCertifications
DevOps Institute
16 Hours
Best Seller
DevOps Foundation CertificationCNCF
32 Hours
New
Certified Kubernetes AdministratorDevops Institute
16 Hours
Devops LeaderSkills
KubernetesRoles
DevOps EngineerOn-Demand Courses
CI/CD with Jenkins XGlobal Accreditations
DevOps InstituteTop Resources
Top DevOps ProjectsBI And Visualization
Understand how to transform data into actionable, measurable insights.
View All BI And Visualization Coursesicon-microscopeBI and Visualization Tools
Certification
24 Hours
Recommended
Tableau CertificationCertification
24 Hours
Data Visualization with Tableau CertificationMicrosoft
24 Hours
Best Seller
Microsoft Power BI CertificationTIBCO
36 Hours
TIBCO Spotfire TrainingCertification
30 Hours
Data Visualization with QlikView CertificationCertification
16 Hours
Sisense BI CertificationOn-Demand Courses
Data Visualization Using Tableau TrainingTop Resources
Python Data Viz LibsCyber Security
Understand how to protect data and systems from threats or disasters.
View All Cyber Security Coursesicon-refresh-cwCertifications
CompTIA
40 Hours
Best Seller
CompTIA Security+EC-Council
40 Hours
Certified Ethical Hacker (CEH v12) CertificationISACA
22 Hours
Certified Information Systems Auditor (CISA) CertificationISACA
40 Hours
Certified Information Security Manager (CISM) Certification(ISC)²
40 Hours
Certified Information Systems Security Professional (CISSP)(ISC)²
40 Hours
Certified Cloud Security Professional (CCSP) Certification16 Hours
Certified Information Privacy Professional - Europe (CIPP-E) CertificationISACA
16 Hours
COBIT5 Foundation16 Hours
Payment Card Industry Security Standards (PCI-DSS) CertificationOn-Demand Courses
CISSPTop Resources
Laptops for IT SecurityWeb Development
Learn to create user-friendly, fast, and dynamic web applications.
View All Web Development Coursesicon-codeBootcamps
Career Kickstarter
6 Months
Best Seller
Full-Stack Developer BootcampJob Oriented
3 Months
Best Seller
UI/UX Design BootcampEnterprise Recommended
6 Months
Java Full Stack Developer BootcampCareer Kickstarter
490+ Hours
Front-End Development BootcampCareer Accelerator
4 Months
Backend Development Bootcamp (Node JS)Skills
ReactOn-Demand Courses
Angular TrainingTop Resources
Top HTML ProjectsBlockchain
Understand how transactions and databases work in blockchain technology.
View All Blockchain Coursesicon-stop-squareBlockchain Certifications
40 Hours
Blockchain Professional Certification32 Hours
Blockchain Solutions Architect Certification32 Hours
Blockchain Security Engineer Certification24 Hours
Blockchain Quality Engineer Certification5+ Hours
Blockchain 101 CertificationOn-Demand Courses
NFT Essentials 101: A Beginner's GuideTop Resources
Blockchain Interview QsProgramming
Learn to code efficiently and design software that solves problems.
View All Programming Coursesicon-codeSkills
Python CertificationInterview Prep
Career Accelerator
3 Months
Software Engineer Interview PrepOn-Demand Courses
Data Structures and Algorithms with JavaScriptTop Resources
Python TutorialProgramming
4.5 Rating 19 Questions 32 mins read5 Readers

Scala is a general-purpose language that runs on JVM. It has some unique features which make it very useful for developing programs of different shapes and sizes. Starting from a small script to enterprise-level multi-module applications, Scala gives developers a lot of flexibility in design and implementation.
Inferring types, implicit conversions, and conciseness help define custom control structures and domain-specific languages. On one side, its object-oriented features help to design systems with complex entities. On the other hand, the functional programming constructs help to develop bug-free and reusable code. In short, the language fits in serving all kinds of requirements. That’s why it is called a scalable language.
This is a frequently asked question in Scala interviews.
In Scala, functions can be written as literals. They can be assigned to any variable, can be passed to another function as an argument or can be returned from a function as a value. These functions are called first-order functions. For example, in the following code snippet, x => x*x is a first-order function which has been assigned to a value named square.
val square = x => x*x
A function that takes another function as an argument or returns a function is called a higher-order function. For example, the sumApplied() function as defined below is a higher-order function.
def sumApplied(x:Int, y:Int, f:Int => Int):Int = f(x) + f(y)
Scala has a feature to define a function in the body of another function. The scope of these functions is the declaring function only. That is, they are not accessible from anywhere else in the code. These functions are called local functions.
Sometimes we need a set of small functions to define a complete functionality. Those functions are not contextual in other places. In that scenario, local functions come into the picture. Let’s take an example.
object GCD {
def gcdList(list:List[Int]):Int = {
Local function
def gcd(x:Int, y:Int):Int =
if (y == 0) x else gcd(y, x%y)
list match {
case Nil => 0
case h::t => gcd(h, gcdList(t))
}
}Here, the recursive function gcd() inside gcdList() is a local function.
Expect to come across this popular question in Spark Scala interviews.
In Scala, val and lazy val both are used to declare a value. When we declare a val and assign some expression in it, the expression is evaluated and assigned in that place. Whereas, for lazy val, the expression is evaluated and the value is assigned at the time of its first use.
Lazy vals are useful when object creation or expression evaluation is costly in terms of CPU and memory and the value may or may not be used based on some condition.
A common question in Scala interview questions for experienced, don't miss this one.
Immutability is a very important concept in software development. Immutable objects don’t change their state after construction. So they are very safe to use as a shared object in a multi-threaded environment. They also reduce the parts of code which need explicit synchronization and locks.
This improves the overall performance of the system. Immutable objects help in writing pure functions or methods. There are no side effects in pure functions. That is why they make the whole application less bug-prone and easily testable.
A function is called pure if it doesn’t have any side effect (including I/O) in its execution. The computation result of a pure function only depends on its input values and programming logic, not anything else. That’s why for a specific set of input, the output is always the same in any environment.
A pure function is less bug-prone and easily testable. Also, we can cache the results of a pure function for particular inputs and thus can improve performance.
One of the most frequently posed Scala programming interview questions, be ready for it.
Scala allows passing a block of code in a function which is evaluated only when it is used. This kind of parameter is called a by-name parameter. By-name parameters are often used while defining a new control structure. Let’s take an example.
def executionTime(f: => Any) = {
val start = System.currentTimeMillis() f
System.currentTimeMillis() - start
}
val t = executionTime { gcdList(List(18, 24, 36))
}Scala defines 3 types of access modifiers:
Default: This is equivalent to the publicin Java, i.e., accessible from anywhere.
Protected: This makes members accessible in class, companion classes, and subclasses. However, one can mention the scope within which it can be accessible.
Private: The members with this access are available only in the same class and in the companion class - not in a subclass.
We can take an example to understand the scope of private and protected:
package amt {
class A(protected[amt] val a:Int, private[this] val b:Int) package amt.sub1 {
class B {
val x = new A(10, 20) val p = x.a
val q = x.b // error: not accessible
}
}
}
In the above code, as the protected scope is bound inside package amt, the variable is accessible inside B. On the other hand, the scope of private is mentioned like this, that’s why it is not accessible outside its instance.
A staple in Scala scenario based coding interview questions, be prepared to answer this one.
Scala import provides a number of flexibilities. We can exclude certain classes while importing the whole package:
import com.xyz.abc.{Abc => _, _} // excluding the class AbcAlso, it’s possible while importing that we can rename the existing classes.
import com.xyz.abc.{Abc => Pqr, _} // renaming the class Abc