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Innovatiview India
Ltd
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I appeared for an interview before Apr 2024, where I was asked the following questions.
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I applied via Recruitment Consulltant and was interviewed before Jun 2022. There were 2 interview rounds.
RNN stands for Recurrent Neural Network, a type of neural network designed to handle sequential data by maintaining a memory of previous inputs.
RNNs have loops within their architecture, allowing information to persist.
They are commonly used in natural language processing, speech recognition, and time series analysis.
An example of RNN is predicting the next word in a sentence based on previous words.
Topic modeling is a technique used in natural language processing to discover the hidden thematic structure in a collection of texts.
Topic modeling is a type of statistical modeling that allows for the discovery of hidden patterns in a collection of documents.
It is often used in text mining to identify topics within a set of documents without the need for manual labeling.
One popular algorithm for topic modeling is Late...
I applied via Recruitment Consultant and was interviewed in Apr 2021. There were 4 interview rounds.
I applied via Naukri.com and was interviewed in Mar 2023. There were 3 interview rounds.
I applied via LinkedIn and was interviewed in Nov 2022. There were 3 interview rounds.
The project architecture end-to-end includes the overall design and structure of the project from start to finish.
The architecture should include the hardware and software components, as well as the communication protocols and data flow.
It should also consider the scalability, security, and performance of the system.
Examples of project architecture include client-server, microservices, and event-driven architectures.
Th...
Display non-repeated elements
Iterate through the elements and count their occurrences
Display only those elements with occurrence count of 1
Use a hash table or dictionary to store the counts
Time complexity: O(n)
List vs Tuple and use case for Tuple
List is mutable while Tuple is immutable
List uses square brackets while Tuple uses parentheses
Tuple is used when data needs to be protected from modification
Tuple is also used for returning multiple values from a function
I applied via Referral and was interviewed before Mar 2023. There were 3 interview rounds.
Check if a given string is a palindrome, ignoring non-alphanumeric characters and case sensitivity.
Convert the string to lowercase to ensure case insensitivity. Example: 'A man, a plan, a canal: Panama' becomes 'amanaplanacanalpanama'.
Use two pointers: one starting at the beginning and the other at the end of the string.
Skip non-alphanumeric characters while comparing the characters at both pointers.
If characters at bo...
Check if a path exists between two nodes in a graph
Use depth-first search (DFS) or breadth-first search (BFS) to traverse the graph
Start from the source node and explore all connected nodes until the destination node is reached
If the destination node is found during the traversal, return true; otherwise, return false
Store passwords securely using hashing algorithms and salt
Use strong hashing algorithms like bcrypt or SHA-256
Add a unique salt to each password before hashing
Store only the hashed password in the database
Regularly update hashing algorithms and salts for added security
In JavaScript, 'this' refers to the current object that is executing the current function.
The value of 'this' is determined by how a function is called.
When a function is called as a method of an object, 'this' refers to the object itself.
When a function is called in the global scope, 'this' refers to the global object (window in a browser, global in Node.js).
Arrow functions do not have their own 'this' value and inste...
The project involves developing a new software application for data analysis.
Developing a software application for data analysis
Utilizing programming languages such as Python and R
Implementing statistical models and algorithms
Creating visualizations and reports for data interpretation
posted on 4 May 2019
I applied via Approached by Company and was interviewed in Nov 2024. There were 4 interview rounds.
Main pillars of Project management include scope, time, cost, quality, communication, risk, and procurement.
Scope management involves defining and controlling what is included in the project.
Time management focuses on creating and maintaining a project schedule.
Cost management involves budgeting and controlling project costs.
Quality management ensures that the project meets the required standards.
Communication manageme...
I have 5 years of project management experience, including leading a team to successfully complete a software development project.
Managed cross-functional teams to ensure project milestones were met
Identified and resolved conflicts within the team to maintain productivity
Implemented Agile methodologies to improve project efficiency
Communicated project updates to stakeholders regularly
Managed project budget and resource...
I appeared for an interview in Apr 2025, where I was asked the following questions.
based on 1 interview experience
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Rating in categories
Assistant Manager
85
salaries
| ₹4 L/yr - ₹7 L/yr |
Project Coordinator
67
salaries
| ₹2.7 L/yr - ₹5.2 L/yr |
Senior Associate
55
salaries
| ₹3.2 L/yr - ₹5 L/yr |
Deputy Manager
50
salaries
| ₹5.8 L/yr - ₹8.7 L/yr |
Regional Manager
25
salaries
| ₹3 L/yr - ₹8 L/yr |
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