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- 371,561
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- 103,505
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- 4,522
  Fans (30 days)

1546016666300
1546016666300 Thanks for the suggestion! I’ll have to check out the book: I enjoyed the TED talk by Sir Robinson. View story Details | 663 views | 66 reads | 100100% ratio | 00 fans
1545956166580 Thanks Omar! View story Details | 223 views | 22 reads | 100100% ratio | 00 fans
1544900197536 Thanks for your kind words! View story Details | 334 views | 33 reads | 100100% ratio | 00 fans
1544899943523 Aaron Swartz’s story is a tragedy, especially because he was motivated by trying to make… View story Details | 12125 views | 1212 reads | 100100% ratio | 00 fans
1544739752439 There are plenty of people more prolific than me! View story Details | 332 views | 33 reads | 100100% ratio | 00 fans
1544739409641 Thanks Leandro, it means a lot when I’m able to help others. View story Details | 662 views | 66 reads | 100100% ratio | 00 fans
1543714250845 These API’s are really fun (and sometimes useful)! View story Details | 10521K views | 905905 reads | 86.0266159695817586% ratio | 00 fans
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1543453502529 I wrote another article about deploying this to the public on AWS here. View story Details | 427427 views | 335335 reads | 78.454332552693278% ratio | 11 fan
1543453300532 Thanks! I’m glad that others find my work useful. View story Details | 257257 views | 220220 reads | 85.6031128404669286% ratio | 11 fan
1543452266105 This wasn’t entirely serious, but I do think academics have a tendency to overcomplicate things. View story Details | 3030 views | 3030 reads | 100100% ratio | 1313 fans
1542582927668 If you run the app usingapp.run(host='0.0.0.0', View story Details | 18891.8K views | 15991.5K reads | 84.6479618845950285% ratio | 22 fans
1540757276329
1540757276329 Those basic skills go a long way. View story Details | 545545 views | 503503 reads | 92.2935779816513892% ratio | 11 fan
1540757183482 Great points. View story Details | 2323 views | 2323 reads | 100100% ratio | 00 fans
1540756791480 There’s nothing wrong with getting a start in academia, there are just different standards required… View story Details | 7878 views | 7777 reads | 98.7179487179487299% ratio | 00 fans
1540756553381 Thank you for your kind words! View story Details | 3838 views | 2727 reads | 71.0526315789473771% ratio | 11 fan
1540593776827 Great points. View story Details | 242412 views | 2323 reads | 95.8333333333333396% ratio | 33 fans
1539633326842 My approach may not be best for all projects: for example, if you only need a few articles, then… View story Details | 184184 views | 151151 reads | 82.0652173913043482% ratio | 00 fans
1539633238985 Yep, breaking one big problem into smaller manageable tasks is an effective method for tackling… View story Details | 147147 views | 126126 reads | 85.7142857142857186% ratio | 00 fans
1539547638227 You’re absolutely right! I corrected the article and thanks for the proof-reading. View story Details | 109109 views | 9595 reads | 87.155963302752387% ratio | 11 fan
1539541558022 Your passion for writing and data science definitely show through! View story Details | 9898 views | 8282 reads | 83.673469387755184% ratio | 11 fan
1539526125951 Thank you! View story Details | 462462 views | 395395 reads | 85.497835497835585% ratio | 00 fans
1539525954928 I’m still learning these concepts myself, and writing articles helps the writer understand an idea… View story Details | 375375 views | 332332 reads | 88.5333333333333389% ratio | 00 fans
1538573095078 Thanks for sharing, I was not aware of DBPEDIA. View story Details | 10101 views | 1010 reads | 100100% ratio | 00 fans
1538572104721 It’s always good to have a well-laid plan! View story Details | 1111 views | 1111 reads | 100100% ratio | 00 fans
1538571714793 Thank you for the kind words! View story Details | 13441.3K views | 10041K reads | 74.7023809523809575% ratio | 88 fans
1538531331715 Yes, one of the most common use cases for embeddings is word embeddings used for natural language… View story Details | 938938 views | 803803 reads | 85.6076759061833786% ratio | 11 fan
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1538139163562 Yes, there is quite a lot of other information to be gleaned from Wikipedia. View story Details | 1313 views | 1313 reads | 100100% ratio | 11 fan
1537885172380 Keras has more articles on Medium yet a lower weighted score for Medium. View story Details | 19191.91K views | 14661.4K reads | 76.3939551849921876% ratio | 22 fans
1536509392152 Great work! I’m always glad to see another contributor to the data science community. View story Details | 212212 views | 182182 reads | 85.8490566037735986% ratio | 00 fans
1536509275150 Yes, the struggle against perfection is real! View story Details | 771 views | 77 reads | 100100% ratio | 22 fans
1536508914086 That’s a great point! View story Details | 221 views | 22 reads | 100100% ratio | 22 fans
1536160231478 These are all good points to keep in mind for our daily life! View story Details | 20202 views | 1818 reads | 9090% ratio | 11 fan
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1535676412522 Yes, it’s very difficult to get everything perfect the first time! View story Details | 10102 views | 99 reads | 9090% ratio | 00 fans
1535676011029 That looks correct although this competition uses the Macro average F1 Score because it’s a… View story Details | 577577 views | 501501 reads | 86.8284228769497487% ratio | 11 fan
1535675856373 Thanks for sharing this resource. View story Details | 549549 views | 508508 reads | 92.5318761384335293% ratio | 11 fan
1535675740597 Thanks for the kind words. View story Details | 8282 views | 6767 reads | 81.7073170731707382% ratio | 33 fans
1535675310323 No problem. Although don’t thank me, thank the folks at repl.it! View story Details | 125125 views | 9797 reads | 77.678% ratio | 11 fan
1534695859785 Thanks for sharing your story! View story Details | 15921.5K views | 12441.2K reads | 78.1407035175879478% ratio | 22 fans
1534434138691 While the features are not “obvious” they are all interpretable because DFS combines (stacks)… View story Details | 1717 views | 1717 reads | 100100% ratio | 00 fans
1534267898171 Feature engineering is crucial and you’re right that if we have better features, we don’t need such… View story Details | 77 views | 77 reads | 100100% ratio | 00 fans
1534267670407 One of the best parts about Featuretools is that it’s not constrained by human limits on creativity… View story Details | 3535 views | 3131 reads | 88.5714285714285789% ratio | 22 fans
1534266904261 Yes, I’ve done some work on feature selection. View story Details | 4848 views | 4545 reads | 93.7594% ratio | 22 fans
1534266268681 I’ve used TPOT several times and while it does have functionality for feature preprocessing, such… View story Details | 145145 views | 134134 reads | 92.4137931034482792% ratio | 33 fans
1533849265638 This post doesn’t go too far into the details, but Featuretools has extensive support for… View story Details | 128128 views | 127127 reads | 99.2187599% ratio | 00 fans
1533848835599 Yes, automated feature engineering is a technique that’s only increasing in importance! View story Details | 797797 views | 672672 reads | 84.3161856963613684% ratio | 11 fan
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1530403441081 This is a must read for anyone doing any work in Pandas. View story Details | 8383 views | 7676 reads | 91.5662650602409792% ratio | 00 fans
1530234268406 Thanks! I think this is a good start for feature selection, but there are still plenty of more… View story Details | 28032.8K views | 23802.3K reads | 84.9090260435247985% ratio | 33 fans
1530026253736 This is a very good point: any feature selection (or feature engineering) you do to a dataset… View story Details | 9797 views | 9595 reads | 97.938144329896998% ratio | 1010 fans
1530026007746 Cross validation with a large number of folds (10+) is what I most commonly see recommended to… View story Details | 11591.1K views | 10071K reads | 86.8852459016393587% ratio | 11 fan
1529019468212 Working on it right now! View story Details | 754754 views | 682682 reads | 90.4509283819628790% ratio | 33 fans
1529019318009 Python! It’s your best bet for anything data science. View story Details | 680680 views | 590590 reads | 86.7647058823529487% ratio | 22 fans
1529019239008 Featuretools is very easy to use, but you’re right, it creates a significant number of features. View story Details | 14111.4K views | 12681.2K reads | 89.8653437278525990% ratio | 22 fans
1528668345431 As far as I know, there aren’t any automated feature selection libraries. View story Details | 354354 views | 332332 reads | 93.7853107344632894% ratio | 33 fans
1528240918478 Featuretools can be used at an enterprise level! View story Details | 417417 views | 405405 reads | 97.1223021582733897% ratio | 66 fans
1528240544788 Thanks for sharing. View story Details | 17601.7K views | 14701.4K reads | 83.5227272727272784% ratio | 33 fans
1528240373138 Featuretools is a great library and I’m excited to use it on some more projects to avoid so much… View story Details | 21222.1K views | 17621.7K reads | 83.0348727615457183% ratio | 00 fans
1527853816806 You are right, Scikit-Learn no longer requires numpy arrays for training and testing. View story Details | 45924.5K views | 39543.9K reads | 86.1062717770034986% ratio | 22 fans
1527853713099 This is only the first of three parts! View story Details | 454454 views | 444444 reads | 97.7973568281938398% ratio | 1919 fans
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1527817491615 The Order is actually used as one of the predictor variables. View story Details | 5757 views | 4949 reads | 85.9649122807017586% ratio | 00 fans
1527636242064 Thanks, I’m glad to help expand access to these tools! View story Details | 446446 views | 393393 reads | 88.1165919282511388% ratio | 11 fan
1527436510345 I hadn’t thought about the effects of GDPR on machine learning, but since it gives parties a “right… View story Details | 5050 views | 4848 reads | 9696% ratio | 00 fans
1527436002501 If you have the time and computational resources, then you would want to try hyperparameter tuning… View story Details | 2121 views | 2121 reads | 100100% ratio | 22 fans
1527435745336 Yes, grid search results in a very large number of hyperparameter combinations. View story Details | 838838 views | 642642 reads | 76.610978520286477% ratio | 33 fans
1527435553693 The random search tuning gives a best result of 500 trees. View story Details | 681681 views | 582582 reads | 85.4625550660792985% ratio | 00 fans
1527435423417 If you submit an issue on the GitHub repo I can try to see what is going wrong. View story Details | 19661.96K views | 17571.7K reads | 89.3692777212614489% ratio | 11 fan
1527201954898 Thanks! Let me know if you have any problems following the code or using the Google Colab notebook. View story Details | 735735 views | 635635 reads | 86.3945578231292586% ratio | 11 fan
1527201872844 You were right on both counts! I have fixed the mistakes in the article. View story Details | 6464 views | 6161 reads | 95.312595% ratio | 22 fans
1526866370804 I would try running the model with and without the variable to assess the effect on performance. View story Details | 24842.4K views | 20552K reads | 82.7294685990338283% ratio | 00 fans
1526866230724 Thanks, I’m glad to hear you got something out of it! View story Details | 12631.2K views | 996996 reads | 78.8598574821852879% ratio | 33 fans
1526475987320 I agree, regex are difficult to understand when you’re just starting out and it doesn’t help that… View story Details | 1919 views | 1919 reads | 100100% ratio | 00 fans
1526475802779 Yes, I definitely made this project more difficult than it had to be to get a little extra practice… View story Details | 980980 views | 788788 reads | 80.4081632653061380% ratio | 33 fans
1526475711674 Thanks for the kind words Mike! View story Details | 4747 views | 4646 reads | 97.8723404255319298% ratio | 00 fans
1525276600228 Jason, thanks for your take. View story Details | 3939 views | 2626 reads | 66.6666666666666767% ratio | 00 fans
1525194150775 That’s certainly a different take on things. View story Details | 9999 views | 7777 reads | 77.7777777777777778% ratio | 00 fans
1525193890002 The analysis is conducted on the student-mat dataset! Here I read in the data from the math class: View story Details | 198198 views | 191191 reads | 96.4646464646464696% ratio | 11 fan
1525193510147 Good question! View story Details | 731731 views | 594594 reads | 81.2585499316005481% ratio | 11 fan
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1523823192338 Great to hear this was helpful! View story Details | 222222 views | 220220 reads | 99.0990990990990999% ratio | 99 fans
1523045996314 It should be modifiable. View story Details | 26732.6K views | 23232.3K reads | 86.9060980172091387% ratio | 00 fans
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1520706127724 Thank you! Mohammed was entirely correct and I fixed the mistake so feel free to share. View story Details | 3030 views | 3030 reads | 100100% ratio | 00 fans
1520705480589 Spot on catch! View story Details | 37513.7K views | 30483K reads | 81.2583311117035481% ratio | 33 fans
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1518635620218 Thanks for the clarification. View story Details | 139139 views | 138138 reads | 99.2805755395683599% ratio | 22 fans
1518374082889 Great advice! View story Details | 6565 views | 6565 reads | 100100% ratio | 77 fans
1518373586970 You’ll have to create a folder called ‘images’ in the same folder where you are running the script! View story Details | 603603 views | 537537 reads | 89.0547263681592189% ratio | 11 fan
1518373441802 I agree my title overstated the usefulness of Python. View story Details | 973973 views | 793793 reads | 81.500513874614682% ratio | 77 fans
1518373195075 My title does overstate the applicability of Python, and I agree with your point. View story Details | 709709 views | 544544 reads | 76.7277856135401977% ratio | 33 fans
1518372921722 Fanaticism? View story Details | 17861.7K views | 15781.5K reads | 88.353863381858988% ratio | 2121 fans
1518272059422 Sorry for not explaining things well enough! View story Details | 21272.1K views | 18681.8K reads | 87.8232251998119488% ratio | 22 fans
1517860470281 I enjoy hearing about others applying these concepts! View story Details | 16661.6K views | 13061.3K reads | 78.3913565426170578% ratio | 33 fans
1517860077848 Great feedback, I appreciate it! View story Details | 649649 views | 550550 reads | 84.745762711864485% ratio | 00 fans
1517859931763 You are right, the central limit theorem applies to the sample mean not the data points. View story Details | 775775 views | 692692 reads | 89.2903225806451789% ratio | 11 fan
1517859769067 Great point about the sample size. View story Details | 740740 views | 630630 reads | 85.1351351351351385% ratio | 22 fans
1517858474727 Nice catch! View story Details | 621621 views | 554554 reads | 89.210950080515389% ratio | 11 fan
1517673951544 Thank you for pointing out my mistake! View story Details | 161161 views | 147147 reads | 91.3043478260869591% ratio | 99 fans
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1517450556147 If you can’t interpret a plot, that is not your problem, but the fault of whoever made the plot! View story Details | 218218 views | 186186 reads | 85.321100917431285% ratio | 1010 fans
1517366091878 Great work on the blog, thanks for sharing! View story Details | 1010 views | 1010 reads | 100100% ratio | 33 fans
1517365672173 Any particular data science methods you would like to see explained? View story Details | 519519 views | 392392 reads | 75.5298651252408576% ratio | 11 fan
1517188774805 Our education system was optimized to teach as many students as possible during the Industrial… View story Details | 44 views | 44 reads | 100100% ratio | 11 fan
1517188406401 The internet hasn’t quite delivered on everything it promised us, but I do believe it has been… View story Details | 4545 views | 3636 reads | 8080% ratio | 00 fans
1517159040044 The internet is like any other tool: it can be used for good or bad. View story Details | 5959 views | 4949 reads | 83.0508474576271183% ratio | 11 fan
1517151789778 I appreciate the fact checking. View story Details | 99 views | 99 reads | 100100% ratio | 22 fans
1516476626695 I wouldn’t consider humans’ tendency to seek patterns as a complete flaw. View story Details | 2525 views | 2424 reads | 9696% ratio | 77 fans
1516476062860 All the analysis and prediction for Stocker is done using additive models with the Prophet package… View story Details | 17741.7K views | 14881.4K reads | 83.878241262683284% ratio | 2727 fans
1516374094474 Yes, the entire project is available on GitHub. View story Details | 49974.99K views | 44854.4K reads | 89.7538523113868490% ratio | 88 fans
1516025080320 Matt, that is great to hear! View story Details | 58185.8K views | 46094.6K reads | 79.2196631144723379% ratio | 11 fan