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Top 10 Interview Questions and Answers for Senior Software Engineers at Infosys

As a Senior Software Engineer at Infosys, you will be expected to have a broad knowledge of software development, system design, and team leadership.

November 11, 2024

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React 19 Update - Unlocking Performance and Developer Experience

Let's delve into the exciting new additions in React 19 and explore how they can empower you to create exceptional web applications.

March 20, 2024

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Debouncing in React 19 - Optimizing User Input and API Calls

Debouncing is a powerful technique that delays the execution of a function until a certain amount of time has passed since the last user interaction.

March 20, 2024

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Building a Two-Way Binding Hook for React

we can create a custom hook to build a simple two-way binding hook for React similar to Angular ngModel.

December 18, 2023

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Streamlining Your Angular Development with Angular 17's Automatic Migration

Angular 17 automatic migration schematic is a testament to Angular's commitment to ease of use and developer-friendly practices

December 10, 2023

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Embracing the Future of Coding with Angular 17's New Control Flow Syntax

The new control flow syntax in Angular 17 brings a modern and streamlined approach to handling common coding structures.

December 10, 2023

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Exploring the Exciting New Features of Angular 17 - A Comprehensive Guide

Angular 17, packed with exciting features and enhancements staying updated with the latest technologies is crucial

December 10, 2023

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Deferred Loading with Angular 17 - Enhancing Web Application Performance

Angular 17 performance optimization reaches new heights with the introduction of the defer feature.

December 8, 2023

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Creating a Custom Alert in React with TypeScript

Here's a custom alert component without using any external libraries, just using React and TypeScript.

July 25, 2023

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Building a Custom React Accordion Inspired by Material-UI

Creating a custom accordion that looks similar to the Material UI (MUI) Accordion can be achieved by adapting the styles to match the Material-UI design.

July 24, 2023

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Fix Failure of Keras Model.fit with Mirrored Strategy

To resolve failures encountered when using the mirrored strategy in Keras with the model.fit() function. It covers potential causes such as TensorFlow version, GPU availability, batch size compatibility, and model setup.

June 23, 2023

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InvalidArgumentError Unsupported 'dtype' Value bfloat16

Understanding how to optimize the rendering performance of components in Svelte.js by using efficient fragment creation.

June 23, 2023

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Error - Check Failed in tensorflow/core/util/gpu_launch_config.h:129

This error occurs when there is a check failure related to the number of work elements.

June 23, 2023

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TensorFlow error message - "InvalidArgumentError Graph execution error"

To resolve this issue, you need to ensure that all tensors in your training dataset have the same shape. You can achieve this by resizing or cropping the images to a consistent size before batching them.

June 22, 2023

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Fix error "CUDA_ERROR_LAUNCH_FAILED - Unspecified launch failure" and "CUDNN_STATUS_INTERNAL_ERROR" in TensorFlow

This error could be caused by various factors, including incorrect CUDA or GPU driver installation, insufficient GPU memory, or an issue with the code or model you are running.

June 21, 2023

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Fix Error - Could not load dynamic library 'libnvinfer_plugin.so.6'

The error "Could not load dynamic library 'libnvinfer_plugin.so.6'" indicates that a program or application is unable to locate or load the shared library file 'libnvinfer_plugin.so.6', which is typically associated with NVIDIA TensorRT for deep learning inference optimization.

June 10, 2023

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Untraced Functions Warning during Model Saving

When saving a TensorFlow model, the warning message "Found untraced functions such as lstm_cell_2_layer_call_fn, lstm_cell_2_layer_call_and_return_conditional_losses, lstm_cell_2_layer_call_fn, lstm_cell_2_layer_call_and_return_conditional_losses, lstm_cell_2_layer_call_and_return_conditional_losses while saving" may appear.

June 10, 2023

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Troubleshooting IDE Auto-Completion Failure for tensorflow.keras

Fix IDE Auto-Completion Failure for tensorflow.keras.

June 8, 2023

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Relationship between TF.Slim, TF High-Level API, and Keras

TF.Slim, TF High-Level API (tf.keras), and Keras are frameworks built on TensorFlow. TF.Slim provides tools for computer vision tasks, tf.keras is a user-friendly API within TensorFlow, and Keras is a separate framework compatible with TensorFlow.

June 8, 2023

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Fix error - ImportError- Cannot Import 'abs'

This error typically occurs due to a conflict with a user-defined variable or function named 'abs' or a circular import issue.

June 8, 2023

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Building a Convolutional Neural Network for Image Classification with Swift API for TensorFlow

The Swift API for TensorFlow provides an intuitive and efficient way to leverage TensorFlow's powerful deep learning capabilities while taking advantage of Swift's safety and expressiveness.

June 8, 2023

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Resolve 'ImportError - libcublas.so.9.0 - cannot open shared object file No such file or directory'

This error occurs when a required shared library file named "libcublas.so.9.0" is either missing or inaccessible.

June 7, 2023

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Fixing the "Could not load dynamic library 'libcudart.so.11.0'" Error

The error message you provided suggests that a dynamic library called 'libcudart.so.11.0' could not be loaded. This library is typically associated with the CUDA runtime, which is used for GPU acceleration in certain applications or frameworks.

June 7, 2023

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How to Change default types globally in tensorflow?

Customize TensorFlow's default data types globally to set precision for operations, enhancing numeric handling across CPU and GPU computations.

June 6, 2023

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Fixing TensorFlow's Failure to Detect CUDA Installed via Conda - Detailed Solution

Troubleshoot and resolve TensorFlow's failure to detect CUDA installed through Conda, enabling GPU utilization.

June 6, 2023

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What are the GPUOptions for Go binding in TensorFlow?

Optimize GPU utilization with TensorFlow's Go binding using GPUOptions. Control memory allocation, growth, and device selection for efficient computations.

June 6, 2023

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How to handle class weight for multiple outputs in keras?

Weighting Classes in Multiple Output Models with tf.keras - Custom Loss and Sample Weights Solution

June 6, 2023

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How to assign value to a EagerTensor slice?

EagerTensor Slicing in TensorFlow - How to Assign Values and Modify Data with Ease for Efficient Data Manipulation"

June 6, 2023

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Tensorflow Lite conversion output vs. Tensorflow output - Differences and Benefits Compared

The advantages of TensorFlow Lite's optimized model size, execution efficiency, and supported operations for mobile and embedded deployments.

June 6, 2023

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How to clear GPU memory in tensorflow 2?

Clear GPU memory in TensorFlow 2 by enabling memory growth or setting memory limits. Optimize performance with these simple techniques.

June 6, 2023

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How to modify complex store data in sveltejs ?

A practical example to understand how to update specific properties of complex store data, ensuring optimal performance and reactivity in your Svelte.js applications.

May 26, 2023

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Efficient Fragment Creation in Svelte.js - Optimize the rendering performance of components

Understanding how to optimize the rendering performance of components in Svelte.js by using efficient fragment creation.

May 25, 2023

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Understanding the Error Handling API in Svelte Components

Discover how to implement graceful error handling using the Error Handling API, allowing you to handle and display meaningful error messages, fallback content, or perform error logging within your Svelte applications.

May 25, 2023

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How to set slots after component instance is created in Svelte.js?

Explore the powerful capabilities of Svelte.js in dynamically setting slot content within components even after their instance creation.

May 24, 2023

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Creating a Custom Filter in ag-Grid

Creating a custom filter for ag-Grid. Custom filters allow you to implement advanced filtering logic tailored to your specific requirements, enabling you to provide a seamless data filtering experience for your users.

May 21, 2023

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How to fix error unable to retrieve jdbc result set for SELECT * FROM TABLE?

Fix error unable to retrieve jdbc result set for

January 21, 2023

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How to convert a date to Unix epoch time in Python?

To convert a date to Unix epoch time in Python using the time module

January 11, 2023

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How to fix TypeError - Can only concatenate str (not "NoneType") to str?

This error occurs when you are trying to concatenate a string with a "NoneType" object

January 10, 2023

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Understanding Inheritance in Python - How does inheritance work in Python?

Explanation of what inheritance is and why it's important in object-oriented programming

January 9, 2023

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Object-Oriented Programming in Python Understanding Classes and Objects.

Python Classes and Objects Building Blocks of Object-Oriented Programming

January 9, 2023

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Understanding Polymorphism in Python - How to Write Reusable Code

Polymorphism in Python refers to the ability of a derived class to be used in the same way as its base class. This allows for more flexibility and code reuse

January 8, 2023

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OOPS Concept In Python interview questions

OOPS, or Object-Oriented Programming Systems, is a programming paradigm that is based on the concept of objects, which have properties and methods.

January 7, 2023

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A guide to the data science life cycle

An overview of the data science life cycle

January 5, 2023

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Seaborn for Data Visualization in Python

Seaborn is a Python data visualization library based on matplotlib

January 5, 2023

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Correlation is a part of multivariate analysis? Explained

Correlation is a measure of the relationship between two variables

January 4, 2023

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What happens in anomaly detection?

Anomaly detection is the process of identifying unusual patterns or events in data that do not conform to an expected behavior

January 4, 2023

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Forms of Discriminant Analysis Explained in Details

Discriminant Analysis is a powerful tool for understanding and predicting the relationships between variables

January 3, 2023

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How to fix AttributeError- 'Int64Index' object has no attribute 'month'?

To fix this error, you will need to make sure that you are only trying to access the month attribute of objects that have this attribute

January 3, 2023

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How to Append Multiple Excel Files together in python?

Append multiple Excel files together using Python

January 2, 2023

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How to fix Error 524 while running jupyter lab in google cloud platform?

Here are a few things you can try to fix error 524

January 2, 2023

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A tutorial on how to extend Apache Airflow with custom Operators and Tasks, including examples of how to create and use these custom elements in your workflows.

Apache Airflow is a powerful platform to schedule and orchestrate workflows

January 1, 2023

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How to set up Apache Airflow on your local machine?

To set up Airflow, you'll need to have Python and a few other dependencies installed on your machine.

December 29, 2022

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A beginner's guide to Apache Airflow, including an overview of the tool's main features and a tutorial on how to set it up and run your first workflow.

Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows.

December 28, 2022

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Pandas drop rows vs filter with examples

Explained Pandas drop rows vs filter with examples

December 27, 2022

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How to implement custom loss function in scikit-learn?

To implement a custom loss function in scikit-learn, we'll need to use the make_scorer function

December 25, 2022

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How to use XGBoost in Python?

Here is an example of how to use XGBoost in Python

December 24, 2022

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What is the difference between 'transform' and 'fit_transform' in sklearn?

Understanding the difference between transform and fit_transform is important for effectively using sklearn to prepare your data for modeling

December 21, 2022

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How to load a model from an HDF5 file in Keras?

In this post, we will look at how to load a model from an HDF5 file in Keras

December 21, 2022

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Difference between StratifiedKFold and StratifiedShuffleSplit in sklearn

StratifiedKFold and StratifiedShuffleSplit are two types of stratified sampling techniques that can be used to split a dataset into train and test sets in scikit-learn

December 20, 2022

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How to plot multiple pandas columns

Here is example of how to plot multiple columns from a Pandas DataFrame

December 19, 2022

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How can repetitive rows of data be collected in a single row in pandas?

Collecting repetitive rows of data into a single row can be useful for data cleaning and data analysis purposes.

December 18, 2022

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Getting started with PyTorch

Here is a basic tutorial on getting started with PyTorch

December 17, 2022

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Fix Firebase code 400 "message" - "CONFIGURATION_NOT_FOUND" error

How to fix Firebase code 400 message - CONFIGURATION_NOT_FOUND error

November 6, 2022

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How to install wget in macOS?

Ways to install wget

October 22, 2022

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How to fix Python ImportError: lxml not found, please install it

Python: ImportError: lxml not found, please install it

October 20, 2022

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How to fix Python AttributeError: module 'pexpect' has no attribute 'TIMEOUT'

Python: AttributeError: you may need to restart the kernel to use updated packages.

October 20, 2022

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How to fix SettingWithCopyWarning in Pandas?

How to solve SettingWithCopyWarning in Pandas? Explained

October 16, 2022

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Max retries exceeded with URL in requests in Python

In this article, we will learn how to solve Max retries exceeded with URL in requests error in python

October 14, 2022

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How to use ternary conditional operator in Python?

In Python, you can use the ternary conditional operator to write a condition that may be true or false

October 14, 2022

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Testing Pipes in Angular With Jasmin And Karma

Testing Pipes in Angular With Jasmin And Karma: A Walkthrough

October 13, 2022

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How To Write Unit Tests For Angular Attribute Directives

Unit test case example of Attribute Directives in Angular: A Step-By-Step Guide

October 12, 2022

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How to fix Refused to set unsafe header Origin while making XMLHttpRequest

Ways to fix Refused to set unsafe header Origin error

October 11, 2022

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How to excludes files from Angular Unit test code coverage

How to excludes mock files from ng test --code-coverage

October 5, 2022

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Learn Angular 14 Unit testing code coverage using Karma

Angular CLI can run unit tests and create code coverage reports for your angular projects.

October 4, 2022

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Sequential Promise using reduce method.

Resolve multiple promises in sequence and return a promise using reduce method

September 27, 2022

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Rotate Image

You are given an n x n 2D matrix representing an image. Rotate the image by 90 degrees (clockwise).

September 26, 2022

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Given a set of distinct integers array, return all possible subsets.

Given a set of distinct integers array ```myArray```, return all possible subsets (the power set).

September 25, 2022

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Missing Number In An Array

Given an array containing n distinct numbers taken from 0, 1, 2, ..., n, find the one that is missing from the array.

September 24, 2022

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Create User a Function User with username and password property and method checkPassword

set a username and password property on the user object that is created,create a method on User called `checkPassword`

September 17, 2022

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How to Square numbers in Array

should return square array.

September 15, 2022

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Truth Check using Javascript

Check if the predicate (second argument) is truthy on all elements of a collection (first argument).

September 14, 2022

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Merge Intervals using Javascript

Given a collection of intervals, merge all overlapping intervals.

June 14, 2021

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Group Anagrams using Javascript

Given an array of strings strs, group the anagrams together.

May 22, 2021

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