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I applied via Recruitment Consulltant and was interviewed in Jan 2022. There were 2 interview rounds.
Optimizers exist in FFNs to update weights, but many exist due to different optimization techniques and trade-offs.
Different optimizers use different optimization techniques such as momentum, adaptive learning rates, and regularization.
Optimizers have different trade-offs such as convergence speed, generalization, and robustness to noisy data.
The choice of optimizer depends on the specific problem and data set.
Examples...
Layer normalisation is a technique used to normalise the inputs to each layer of a feedforward neural network.
It is similar to batch normalisation but normalises the inputs to each layer instead of the entire batch.
It helps in reducing the internal covariate shift problem.
It can be applied to any type of activation function.
It is particularly useful in recurrent neural networks.
Example: LayerNorm in PyTorch.
Build an airline system to recommend routes from city 1 to city 2 with direct and connecting flights.
Create a graph with cities as nodes and connections as edges
Use Dijkstra's algorithm to find shortest path between city 1 and city 2
For connecting flights, find all possible paths with one or more stops
Sort and recommend routes based on total distance and number of stops
This function takes a string input and returns all possible combinations of characters in that string without repeated letters.
Use the itertools module to generate all possible permutations of the string.
Filter out the permutations that have repeated letters using a set.
Convert the filtered permutations into a list of strings.
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I appeared for an interview before Jun 2016.
I applied via Naukri.com and was interviewed in Oct 2021. There was 1 interview round.
I appeared for an interview in Feb 2025, where I was asked the following questions.
I appeared for an interview in Dec 2024, where I was asked the following questions.
I applied via Naukri.com and was interviewed in Aug 2021. There was 1 interview round.
I applied via Company Website and was interviewed in Jul 2023. There were 4 interview rounds.
Such like blood relation questions, graph, alphabet and numeric values etc
Related to operators, oop concepts
I applied via Naukri.com and was interviewed in Sep 2021. There were 4 interview rounds.
Easy reasoning questions
Basic coding multiple choice questions
Exception handling, stored procedures, indexing, and OOP concepts are important in software engineering.
Exception handling is the process of handling errors that occur during program execution.
Stored procedures are pre-written SQL code that can be executed with a single command.
Indexing is the process of optimizing database performance by creating indexes on frequently queried columns.
OOP concepts include encapsulation...
I keep myself updated by attending conferences, reading blogs, and taking online courses.
Attend conferences and workshops to learn from experts
Read blogs and articles to stay updated on latest trends
Take online courses and tutorials to gain practical knowledge
Experiment with new technology by building projects
Collaborate with peers to learn from their experiences
I applied via Recruitment Consultant and was interviewed in Oct 2021. There were 3 interview rounds.
HCL is a global IT services company providing software engineering and consulting services.
HCL is a multinational company headquartered in India.
They offer a wide range of IT services including software development, testing, and maintenance.
HCL has a strong presence in various industries such as healthcare, finance, and manufacturing.
They have partnerships with leading technology companies like Microsoft, IBM, and Orac...
Some of the top questions asked at the Senseforth RND Engineer interview -
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