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Mind WaveAI Solutions Pvt Ltd
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I applied via Naukri.com and was interviewed in Oct 2024. There was 1 interview round.
Overfitting occurs when a model learns the training data too well, leading to poor performance on new, unseen data.
Overfitting happens when a model is too complex and captures noise in the training data.
It can be detected by comparing the model's performance on training data vs. validation data.
Ways to prevent overfitting include using simpler models, adding regularization, and increasing the amount of training data.
Different types of ML algorithms include supervised learning, unsupervised learning, reinforcement learning, and deep learning.
Supervised learning: algorithms learn from labeled data, making predictions based on past examples (e.g. linear regression, support vector machines)
Unsupervised learning: algorithms find patterns in data without labeled responses (e.g. clustering, dimensionality reduction)
Reinforcement learning...
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Question was based on string . Reverse the string and count numbers and special characters
Os, cloud computing, DBMS, networks, ai and ml mcq questions were asked
I applied via Approached by Company and was interviewed in Sep 2023. There was 1 interview round.
posted on 24 Sep 2024
I applied via LinkedIn and was interviewed in Aug 2024. There were 2 interview rounds.
Closure in JavaScript is a function that has access to its own scope, as well as the outer scope in which it was defined.
A closure allows a function to access variables from its outer function even after the outer function has finished executing.
Closures are commonly used in event handlers, callbacks, and in functional programming.
Example: function outerFunction() { let outerVar = 'I am outer'; return function innerFun
Class is used to style multiple elements, while ID is used to style a single element.
Class can be used multiple times in a document, while ID should be unique
Class is denoted by a period (.), ID is denoted by a hash (#)
Class can be applied to multiple elements, ID can only be applied to one element
Question was based on string . Reverse the string and count numbers and special characters
posted on 7 Aug 2024
SQL indexing is a technique used to improve the performance of database queries by creating indexes on columns.
Indexes are created on columns in a database table to speed up data retrieval.
Indexes work similar to the index of a book, allowing the database to quickly find the desired data.
Types of indexes include clustered, non-clustered, unique, and composite indexes.
Examples of SQL indexing include creating an index o...
Os, cloud computing, DBMS, networks, ai and ml mcq questions were asked
I applied via Approached by Company and was interviewed in Sep 2023. There was 1 interview round.
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