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Multiple replacement in R

@premsheth wrote: Hi, I am trying to do multiple replacement with single function. I want to replace some words with 1 category word For example: “Scrubs & Body Treatments”,"Exfoliators, Polishes...

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Error while installing new package from Github

@premsheth wrote: Hi, I am trying to install Indicoio package. I tried to install package through some suggestion but I am getting following error: library(devtools) library(EBImage)...

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Is it required to learn data science before machine learning?

@sngr wrote: I’m a beginner who wants to start in ML field and I read here that “machine learning is a field of data science”. I’m wondering whether should some one learn data science before machine...

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Multiplying Probabilities

@Blackberry wrote: Hi Guys, Why do we multiply probabilities to get the probabilities of two consecutive events e.g. A box has 2 red and one black ball to get the probability if we pick first ball is...

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RSTAN package instillation issue

@sushilsingh8853 wrote: can anyone tell me how to install RSTAN package in Linux machine. When i install that package then it’s give error non-zero exist ERROR: dependency ‘bayesplot’ is not available...

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Career change - 5 years of experience

@chaitanyakanth wrote: I have work experience of 5 years as full stack developer and web developer and earning decent package. I am looking for career change to Data Science. I am planning to pursue a...

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Reshaping Data in R

@deepak0singh wrote: I have a data in following Format on R ID Product A p1 B p1 B p2 C p1 C p2 C p3 and i want to output to shown like ID A p1 B p1 p2 C p1 p2 p3 HOw can i do that in R ? or can we do...

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How to optimize prediction using Keras package?

@premsheth wrote: Hi, I am working on case studies from below link: https://www.r-bloggers.com/deep-learning-for-brand-logo-detection/ I gone through all steps and try to get prediction from sample...

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Matt Whiteny U test Vs T test

@mukundgnana wrote: Hello fellow data scientists, Problem definition: I need to test whether the difference between the “mean” utilization metrics of two machines is statistically significant. Given...

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Using customer relationships to create groups

@Shaina_M wrote: Doc1.pdf (205.9 KB) Hi, I have a database of about 20,000 business customers that is growing. But many of these customers are part of a larger business entity and I need to identify...

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Data issue for forecast daily sales

@sushilsingh8853 wrote: I have less than 1 year data, When i forecast next 7 days sells and match actual sell then difference between forecast sell and actual sell is very high. I used prophet package...

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Vietoris-Rips complex for n-dimensional point cloud

@suravi2016 wrote: I am studying about Vietoris-Rips complexes, and I have some doubt regarding the dimension of the spheres (balls) involved in its construction. For example, is it so that for a...

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Data mart practie problem code causing error when imputing data

@kevinkingsman wrote: Hey, this is article link: https://www.analyticsvidhya.com/blog/2016/02/bigmart-sales-solution-top-20 I’m facing an error while trying to perform imputation for Item_Weight as...

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Is linear regression fit for this data

@shounakrockz47 wrote: I am predicting the number of vehicles in 4 traffic junctions. So, I have following columns in my dataset : DateTime Junction_ID Number_of_vehicles At the first glance, this...

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What are your favourite R hacks and why?

@vsagar19 wrote: What are your favourite R hacks on daily use? Posts: 1 Participants: 1 Read full topic

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How to do condition based sells forecasting

@sushilsingh8853 wrote: Can any one tell me how to do conditional forecasting. Means daily sells is depend on different-2 factor. Like i forecast any cinema food & beverage sells then FNB sell is...

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Need Help in understanding a code snippet from Titanic Passenger Survival...

@mohitvarma wrote: Hello, I have picked uo the following code snippet from titanic passenger survival project on Kaggle I would like to know the role of “IsAlone” feature/field in the following...

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Apriori and FP-Growth Algorithms

@kgrahim99 wrote: hi guys could you please help me to find Frequent item sets for the following transactions using (Apriori and FP-Growth Algorithms). Use minimum support = 20%. DATA SET : [Album]...

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Time series analysis with python

@ssonia wrote: data = pd.read_csv(‘AirPassengers.csv’, parse_dates=‘Month’, index_col=‘Month’,date_parser=dateparse) Reading Time series analysis with python article by Analytics vidhya, i’m getting...

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Dealing with negative values

@jayad wrote: Hi I am trying to predict the electricity usage of heating and cooling appliances in a household based on internal and external temperatures. my data set includes negative values. how i...

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