Author Archives: Ajitesh Kumar

Ajitesh Kumar

I have been recently working in the area of Data analytics including Data Science and Machine Learning / Deep Learning. I am also passionate about different technologies including programming languages such as Java/JEE, Javascript, Python, R, Julia, etc, and technologies such as Blockchain, mobile computing, cloud-native technologies, application security, cloud computing platforms, big data, etc. For latest updates and blogs, follow us on Twitter. I would love to connect with you on Linkedin. Check out my latest book titled as First Principles Thinking: Building winning products using first principles thinking. Check out my other blog, Revive-n-Thrive.com

18 Microsoft Data Science Interview Questions

microsoft data science interview

This is a list of 18 questions which has been asked in several Microsoft data science / machine learning interviews. These questions have been compiled from Glassdoor and other sources. We shall be posting a series of related objective questions (capsule) quizzes in very near future. Can you explain the Naive Bayes fundamentals? How did you set the threshold? Can you explain SVM? How do you detect if a new observation is outlier? What is bias-variance trade off ? Basic statistical questions such as define variance, standard deviation etc Discuss how to randomly select a sample from a product user population. Describe how gradient boost works. What is L1 and …

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Machine Learning (Hypothesis Testing) Interview Questions

interview questions, practice tests on unit testing

This page represents a list of questions which can be used for preparation of machine learning interviews. The following are some of the areas covered in this set of questions: Null Hypothesis; Another page which explains the concept in decent manner is Null Hypothesis definition and examples, how to state. P-value; In simple words, p-value represents likelihood (in terms of probability) of sample results occurring if the null hypothesis is assumed to be true. For example, a p-value of 0.03 would mean that given the null hypothesis is true, the probability that results occur in the sample is 0.03 which is very less. Thus, the alternate hypothesis can be true. Thus, …

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Amazon Machine Learning Interview Questions Set 2

amazon interview questions

This page lists down second set of objective questions which represents interview questions that have been asked in various amazon machine learning interviews. Here is the first set of questions. These questions have been gathered from sources such as Glassdoor and other places on the internet. Following areas are covered in this set of questions: Generative and discriminative algorithms Gradient descent vs stochastic gradient descent (SGD) Cost functions

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Amazon Machine Learning Interview Questions Set 1

amazon interview questions

This page lists down a set of objective questions which represents interview questions that have been asked in various amazon machine learning interviews. These questions have been gathered from sources such as Glassdoor and other places on the internet. Following areas are covered in this set of questions: Gradient descent vs stochastic gradient descent (SGD) Logistic regression vs neural networks Support Vector Machine (SVM) vs logistic regression

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Angular Router Interview Questions – Set 2

This page represents questions in relation with Angular Router. Test Your Knowledge of Angular Router In case you are developing web apps using Spring and Angular, check out my book, Building web apps with Spring 5 and Angular. Grab your ebook today and get started.

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Machine Learning (Descriptive Statistics) Quiz 1 by DeepAlgorithms.in

Logistic regression quiz question and answers

This quiz is sponsored by DeepAlgorithms.in, a leading data science / machine learning training/consultancy provider (classroom coaching / online courses) based out of Hyderabad, India. Contact DeepAlgorithms to know details about their upcoming classroom/online training sessions. These questions can as well be used for checking/testing your for knowledge on data science for upcoming interviews. Following are some of the topics which are covered as part of this quiz: Data summary Inferential test

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Angular Router Interview Questions – Set 1

This page represents questions in relation with Angular Router. Test Your Knowledge of Angular Router In case you are developing web apps using Spring and Angular, check out my book, Building web apps with Spring 5 and Angular. Grab your ebook today and get started.

Posted in AngularJS, Career Planning, Interview questions, Javascript, Web. Tagged with , , , .

Angular 5 Bootstrap 4 Web App Template in 10 Minutes

This blog represents tips/concepts and code samples in relation with a quick starter web app project template using Angular 5 and Bootstrap 4. The following are key points described in this blog: Setup Angular development environment Create a new Angular template project Create components Add bootstrap file entries in index.html Place code in NavBar Component’s template Place code in Homepage Component’s template Run and Test the app Once done with the instructions, you should be able to get an Angular app such as that shown in the following screenshot, up and running in no time: Setup Angular Development Environment Install NodeJS and NPM if not present on your machine. Install …

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Introduction to Machine Learning (Set 1) Interview Questions

machine learning test

This quiz covers some of the following machine learning topics: Supervised vs unsupervised learning Introductory concepts on classification, regression, clustering etc. These questions can be used as practice tests for checking your basic-level knowledge in machine learning. They can also useful as interview questions for certification exams. Please feel free to suggest.

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Upcoming Online Demos on AI/Data Science (13th – 18th Nov)

The following is the list of upcoming online demos on AI/Data Science in this week (13th – 18th Nov 2017). Company Topic Date/Time Details AI/Data Science Online Demo 18th Nov (11:00 AM) Drop us an email Data Science – Machine Learning with Python 18th Nov (11:00 AM to 12:00 PM) Register

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Angular – Whether use Http or HttpClient Service

This blog represents tips and concepts on the whether to use Http or HttpClient service in your Angular app. Prior to Angular 4.3 versions, Angular Http service got used to invoke the server APIs to get the data. That meant inclusion of HttpModule for using Http Service. In Angular 4.3, HttpClient service (as part of HttpClientModule) got shipped in @angular/common as a smaller, easier, and more powerful way to make web requests in Angular. This got great acceptance in Angular developers community. From Angular 5.0.0 onwards, Angular has decided to deprecate Http service and recommends using HttpClient service for all applications. In order to start using HttpClient service, the following …

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AI & Other Courses Starting this Week (13th Nov – 19th Nov)

Take a Course

The page represents a list of courses related with some of the following areas, which are starting this week (13th Nov 2017): Artificial intelligence Social & Mobile [tabs ] [/tabs]

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Machine Learning (Decision Trees, SVM) Quiz by DeepAlgorithms.in

Logistic regression quiz question and answers

This quiz is sponsored by DeepAlgorithms.in, a leading data science / machine learning training/consultancy provider (classroom coaching / online courses) based out of Hyderabad, India. Contact DeepAlgorithms to know details about their upcoming classroom/online training sessions. These questions can as well be used for checking/testing your for knowledge on data science for upcoming interviews. Following are some of the topics which are covered as part of this quiz: Classification Decision trees Ensemble model SVM KNN

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Machine Learning (Regression) Quiz by DeepAlgorithms.in

machine learning interview questions

This quiz is sponsored by DeepAlgorithms.in, a leading data science / machine learning training/consultancy provider (classroom coaching / online courses) based out of Hyderabad, India. Contact DeepAlgorithms to know details about their upcoming classroom/online training sessions. These questions can as well be used for checking/testing your for knowledge on data science for upcoming interviews.

Posted in Data Science, Interview questions, Machine Learning, Quiz. Tagged with , , , .

Angular Services Related Interview Questions

This page represents a set of questions which would test your knowledge related to Services in Angular (Angular 2, Angular 4, Angular 5). It touched upon some of the following concepts: How to create a service in Angular How to inject a service within a component Take a Test on Angular Services Concepts

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Angular – Setup Unit Test for Components using External Template

This blog represents techniques to setup unit testing environment for doing unit tests for Angular components with external template and CSS files. The blog is applicable for Angular 2/Angular 4/Angular 5 versions. Two BeforeEach Methods to Load Testing Module Asynchronously and Create Component Synchronously Using first technique, BeforeEach method is called for two times: Firstly, BeforeEach handles asynchronous compilation. async method is passed as an argument to beforeEach method. It enables the creation of TestBed in async test zone. TestBed.configureTestingModule returns TestBed on which method compileComponents is invoked to compile the components asynchronously. Secondly, beforeEach method is invoked synchronously. This is used to create the component. One BeforeEach Async Method …

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