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Ncessary skills for MS in data science?

@manoj099 wrote: I want to pursue MS in data science, but I don’t know the what are the things to be done to get into one of the elite universities and also what the University expects from the...

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Is it required to remove correlated variables before performing PCA?

@adityaroyal54321 wrote: Is it required to remove correlated variables before performing PCA, I don’t think it is necessary but it is mentioned as necessary in question10 of "40 Interview Questions...

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Create a report by using macros

@pawan23 wrote: SAS Macro Test.pdf (145.9 KB) Hi all, i started learning SAS recently and i’m stuck at a situation of producing a summary report with a single macro. Please find the file in the above...

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Algorithm to use for below problem

@abraham30 wrote: Hi Expert, I am learning algorithm through self tutorial. I am not able to decide which algorithm can be used for below scenario. Could you please help me. Suppose a patient took...

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Forecasting using ARIMA after series has been transformed

@v.vicky000 wrote: Hi, I have transformed my series using log and diff to make it stationary and now I want to forecast using the model but the otuput is coming as transformed i.e. original series was...

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How to find internship in Data Science?

@Priyanka2 wrote: I have completed Jons Hopkins University’s ‘data science specialisation’. How can I find internship/job in the field of data science or analytics? What salary can I expect? Posts: 1...

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How to make final submission, if code file is not submitted already

@munitech4u wrote: Hi, If we hit the maximum submission limit, how to set the final submission, if code file is not submitted already? I can’t find any option to upload code file against the...

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Some error occured. Please try after some time

@chiragbhattad wrote: Every time i try to submit my solution for the McKinsey hackathon, i receive the error: “Some error occured. Please try after some time.” What is the problem? Please resolve it...

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Predict values in Multidimensional Scaling (MDS) in R

@irambach wrote: Hi, I’m trying to use multidimensional scaling (MDS) in R. Can I predict new values on test set based on the values that I receive from my training set? I’m looking for something...

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Unable to find the dataset

@mansiag wrote: I was following this blog to get started into data science. But I am unable to find the dataset in the link mentioned in the blog.Please help. I really want to do that. Posts: 2...

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How to Find 90% or 95% conf Interval , and a suitable length L

@arunak1 wrote: I am trying to implement an model that finds a 90% or 95% conf Interval , and a suitable length L ( ie number of measures in sample space) to narrow down the confidence interval to 1.3...

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Difference between Gradient Boosting and Adaboost?

@raviteja1993 wrote: What are the main differences between Adaboost and Gradient Boosting Posts: 5 Participants: 3 Read full topic

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How to make sure my data is ready before choosing any algorithm for modelling...

@akshay.kotha wrote: Looking for an intuitive answer rather than an answer mentioning technical activity(doing some outlier treatment, missing value treatment,…) to be done. Also, at the outset if I...

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Where can one access the code for the lead solutions to McKinsey's hackathons...

@filipponeri wrote: Dear Sir, thank you for your amazing work in popularizing data science among the interested researchers. As a academic research, I was very impressed by the hackathons that you...

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Data Linking in R

@ajay_prakash wrote: Dear All, Is there is any way to link an files in R and can analysis on them like working with Cygwin command like Wc-l, split etc. Thanks Posts: 3 Participants: 2 Read full topic

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Overfitting on a model

@swarup17 wrote: Correct me if I am wrong, Overfit is the issue where the train model learns by heart without learning the patterns which affects the test to generalize the data set. If it is so then...

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13 Common Mistakes Amateur Data Scientists Make and How to Avoid Them?

@datascience221 wrote: Hi All, The attached PDF infographic shows some of the most common mistakes I have seen aspiring data scientists make (I’ve made some of them myself). Along with the mistakes, I...

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Machine learning

@Shrikantai wrote: Suppose I have a classification problem. How do I know when to use which algorithm to use like whether to use cat boost, lightgbm, xgboost, random forest, SVM etc. If my dataset has...

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How to improve use of data augmentation

@arpitkh96 wrote: Hi I am training a model to detect arrowheads from drone aerial view as shown in the image below. I had a very small dataset of just 50 images. So I performed data augmentation by...

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Need help working on data science projects

@winter022 wrote: Hi All, I am new to Analytics Vidhya and Data Science and this is my very first post on this site. I am a working professional working on different databases from last 8 years and...

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