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Recent questions
1
1 vote
1
answers
1 answer
2.0k
2.0k views
What are the best tools and resources for learning programming?
I am wondering if anyone can suggest the best resources and tools for learning programming?
askdatascience
1.0k
points
12
13
16
asked
Aug 26, 2018
Programming
books
resources
apps
programming
+
–
10
10 votes
2
answers
2 answers
4.9k
4.9k views
How to use LinkedIn Learning (formerly Lynda.com) for free?
I heard some people use Lynda.com resources for free. Could someone let me know how does it work?
tofighi
116k
points
73
79
101
asked
Sep 16, 2018
General
linkedin-learning
lynda
video-tutorial
tutorials
+
–
0
0 votes
1
1 answer
1.7k
1.7k views
How to reshape in pandas dataframe?
Dataframe looks like belowI have dataframe like above. which I want to a~t reshape (a~t, 1)I want to reshape dataframe like below ( b~t column is go to under the a column...
kmr1994
210
points
4
4
7
asked
Apr 5, 2019
General
pandas
dataframe
+
–
0
0 votes
1
1 answer
566
566 views
Is digital marketing and marketing internships worth it for a data science student?
it's about data science career
Skander Borgi
120
points
1
1
3
asked
Apr 4, 2019
General
data-science
career
+
–
3
3 votes
2
answers
2 answers
8.4k
8.4k views
How to calculate Softmax Regression probabilities in this example?
The scatter plot of Iris Dataset is shown in the figure below. Assume Softmax Regression is used to classify Iris to Setosa, Versicolor, or Viriginica using just petal le...
tofighi
116k
points
73
79
101
asked
Apr 4, 2019
Machine Learning
machine-learning
softmax-regression
softmax
ml-exercise
ml-midterm
ml-final
ele888-midterm
ele888-final
ai-final
+
–
3
3 votes
1
answers
1 answer
9.4k
9.4k views
How to calculate feed-forward (forward-propagation) in neural network?
In the figure below, a neural network is shown. Calculate the following:1) How many neurons do we have in the input layer and the output layer?2) How many hidden layers d...
tofighi
116k
points
73
79
101
asked
Apr 4, 2019
Machine Learning
machine-learning
feed-forward
forward-propagation
deep-learning
ml-exercise
ml-final
ele888-midterm
ele888-final
ml-midterm
+
–
1
1 vote
1
1 answer
2.7k
2.7k views
How do I reduce RMSE in a Random Forest Regressor?
I preprocessed the data, normalized the numerical features, and did one hot encoding for the categorical ones. I end up with a model with R^2=0.7 and RMSE which is 15% of...
engy.abdelazeez
190
points
3
3
5
asked
Apr 3, 2019
Machine Learning
random-forest
data-science
machine-learning
+
–
1
1 vote
1
1 answer
851
851 views
What is the problem of putting a laptop hdd to desktop computer?
Can i put laptop hdd to desktop and what problem makes
Yazmyrat
130
points
1
1
3
asked
Mar 30, 2019
Human Computer Interaction
computer
+
–
2
2 votes
1
answers
1 answer
6.6k
6.6k views
How to update weights using gradient decent algorithm?
For the below neural network, imagine we are going to use the backpropagation algorithm to update weights. If the Bias (b) in this problem is always 0 (ignore bias when y...
tofighi
116k
points
73
79
101
asked
Mar 28, 2019
Machine Learning
machine-learning
deep-learning
gradient-decent
backpropagation
cost-function
linear-regression
ml-exercise
ele888-final
+
–
1
1 vote
0
0 answers
7.8k
7.8k views
Looking for guidance on whether I have the necessary data to answer a Regression question
Hi everyone.I'm currently working on my final project for a Data Science degree and after a month of literature review, exploratory analysis and model testing, I'm not su...
TomGoncalves
130
points
1
1
3
asked
Mar 24, 2019
Machine Learning
machine-learning
statistics
linear-regression
random-forest
decision-tree
+
–
3
3 votes
1
answers
1 answer
10.8k
10.8k views
How to calculate Softmax Regression probabilities?
The scatter plot of Iris Dataset is shown in the figure below. Assume Softmax Regression is used to classify Iris to Setosa, Versicolor, or Viriginica using just petal le...
tofighi
116k
points
73
79
101
asked
Mar 21, 2019
Machine Learning
machine-learning
softmax-regression
softmax
ml-exercise
ele888-midterm
ele888-final
ml-midterm
ai-final
+
–
1
1 vote
1
1 answer
586
586 views
model.predict is abnormal
the code is import numpy as np import pandas as pd from keras.models import Sequential from keras.layers import Dense, LSTM, Dropout from keras.layers.core import Dense, ...
kmr1994
210
points
4
4
7
asked
Mar 20, 2019
Machine Learning
lstm
machine-learning
+
–
1
1 vote
1
1 answer
1.3k
1.3k views
Determine weights on the paths that connect to the different data points in a neural network?
How do you determine the weight values that connect to the other data points when solving for our output in neural networks?
mcneils
130
points
1
1
3
asked
Mar 18, 2019
Machine Learning
data-science
machine-learning
deep-learning
+
–
3
3 votes
1
answers
1 answer
7.4k
7.4k views
How to calculate LogLoss in logistic regression?
The dataset of pass/fail in an exam for 5 students is given in the table below. If we use Logistic Regression as the classifier and assume the model suggested by the opti...
tofighi
116k
points
73
79
101
asked
Mar 18, 2019
Machine Learning
machine-learning
logistic-regression
loss
ml-exercise
ele888-midterm
ml-midterm
+
–
2
2 votes
1
answers
1 answer
13.3k
13.3k views
How to calculate probability in Logistic Regression?
The dataset of pass/fail in an exam for 5 students is given in the table below. If we use Logistic Regression as the classifier and assume the model suggested by the opti...
tofighi
116k
points
73
79
101
asked
Mar 18, 2019
Machine Learning
machine-learning
logistic-regression
probability
odds
ml-exercise
ml-midterm
+
–
0
0 votes
1
1 answer
901
901 views
How to open Jupyter notebook files on Windows or Mac without web browser?
tofighi
116k
points
73
79
101
asked
Mar 16, 2019
General
python
jupyter-notebook
programming
+
–
0
0 votes
2
answers
2 answers
1.1k
1.1k views
Who can write a recursive Python program for Fibonacci sequence 0,1,1,2,3,5,8,...?
Please also check if the fibo(7) = 8
tofighi
116k
points
73
79
101
asked
Mar 15, 2019
Python
math
python
recursive
+
–
1
1 vote
1
1 answer
548
548 views
I fit a many different models to my data set and I still get horrible accuracy. Any suggestions?
I'm trying to create a regression with a data set that does not contain any nulls and has a very few outliers. I fit a linear regression, a random forest, and a gbm model...
engy.abdelazeez
190
points
3
3
5
asked
Mar 7, 2019
Machine Learning
data-science
+
–
1
1 vote
1
1 answer
602
602 views
What to install on a Linux VPS to remotely work with it?
interview
1.4k
points
11
19
23
asked
Mar 2, 2019
Cloud Computing
vps
linux
ubuntu
remote-desktop
+
–
1
1 vote
1
1 answer
1.1k
1.1k views
How do you visualize/present the predicted output of a random forest model with large trees?
I’ve heard that it’s hard to visualize the output of random forest models with large trees/forest but I’m finding it hard to understand what the use case for the model i...
engy.abdelazeez
190
points
3
3
5
asked
Feb 28, 2019
Machine Learning
data-science
random-forest
visualization
+
–
1
1 vote
1
1 answer
2.3k
2.3k views
Do you have a cheatsheet for Data Science?!
interview
1.4k
points
11
19
23
asked
Feb 26, 2019
Data Science Interview Questions
data-science
cheat-sheet
interview
+
–
1
1 vote
1
1 answer
1.1k
1.1k views
How to use Watson Assistant V2 in my nodejs code?
I wanted to use Watson Assistant V2 in my following nodejs code, but it cannot be found and gave me error.var AssistantV2 = require('watson-developer-cloud/assistant/v2')...
tofighi
116k
points
73
79
101
asked
Feb 23, 2019
Javascript
watson-assistant
cognitive-computing
nodejs
+
–
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