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Neeraj Jangid

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R Libraries: GGPLOT2 - Grammar of Layered plots for Data Visualization

Posted By Neeraj Jangid Fri September 13, 2019 11:34 PM
Found In Egroup: IBM Business Analytics \ view thread
Greetings, We, humans, are more visual as we retain visual memory longer than just observing numeric matrices. We better understand numeric relationships from plots rather than observing CSV files We can make better data-driven decisions seeing the plots and the outliers Thus, it goes unsaid ...

R Libraries: GGPLOT2 - Grammar of Layered plots for Data Visualization

Posted By Neeraj Jangid Fri September 13, 2019 11:33 PM
Found In Egroup: Global Data Science Forum \ view thread
Greetings, We, humans, are more visual as we retain visual memory longer than just observing numeric matrices. We better understand numeric relationships from plots rather than observing CSV files We can make better data-driven decisions seeing the plots and the outliers Thus, it goes unsaid ...

Caret Library: Model Training and Parameter Tuning

Posted By Neeraj Jangid Mon August 26, 2019 08:11 PM
Found In Group: Global Data Science Forum Blogs
Introduction Today, we will be using a very fascinating R library which is extensively used for automating algorithms and repeated testing of our algorithms. The CARET package ( C lassification A nd RE gression T raining). CARET is well known for streamlining and build predictive models. ...

Model Training and Parameter Tuning

Posted By Neeraj Jangid Sat August 24, 2019 03:44 PM
Found In Egroup: IBM Business Analytics \ view thread
The Datum Been a while now, you guys have seen any updates recently. It's weekend and its the time for new learnings in Data Science and Machine Learning. Up this week, we will be continuing with our 'Library Series' This week we will go through the Caret Library in R with focus on Model ...

Model Training and Parameter Tuning

Posted By Neeraj Jangid Sat August 24, 2019 03:44 PM
Found In Egroup: Global Data Science Forum \ view thread
The Datum Been a while now, you guys have seen any updates recently. It's weekend and its the time for new learnings in Data Science and Machine Learning. Up this week, we will be continuing with our 'Library Series' This week we will go through the Caret Library in R with focus on Model ...

Keras in R

Posted By Neeraj Jangid Sun August 11, 2019 07:26 PM
Found In Egroup: IBM Business Analytics \ view thread
Greetings, The Datum is starting up with the 'Library Series' wherein we can compute our algorithms straight from the documentation of various R libraries. This is because we can implement our algorithms and models better if we know the documentation of the library being used and also knowing how ...

Keras in R

Posted By Neeraj Jangid Sun August 11, 2019 07:25 PM
Found In Egroup: Global Data Science Forum \ view thread
Greetings, The Datum is starting up with the 'Library Series' wherein we can compute our algorithms straight from the documentation of various R libraries. This is because we can implement our algorithms and models better if we know the documentation of the library being used and also knowing how ...

Libraries in R

Posted By Neeraj Jangid Sun August 11, 2019 02:22 PM
Found In Egroup: IBM Business Analytics \ view thread
Neural Networks are the need of the hour in Data Science and Machine Learning. Traditional types of all the algorithms can now be best implemented using Neural Networks. Keras in R is one of the most important libraries to implement Neural Networks in R. The Datum is starting 'The Library Series' ...

R Libraries

Posted By Neeraj Jangid Sun August 11, 2019 02:21 PM
Found In Egroup: Global Data Science Forum \ view thread
Neural Networks are the need of the hour in Data Science and Machine Learning. Traditional types of all the algorithms can now be best implemented using Neural Networks. Keras in R is one of the most important libraries to implement Neural Networks in R. The Datum is starting 'The Library Series' ...

Ensemble Models

Posted By Neeraj Jangid Tue August 06, 2019 11:40 AM
Found In Egroup: IBM Business Analytics \ view thread
Data Science and Machine Learning are evolving at a huge pace, it is important that evolution is in the right contexts and for the betterment of us. One such example of applying algorithms for human betterment can be found in The Datum's blog: Diabetes Prediction with Ensemble Techniques h ...

Ensemble Models

Posted By Neeraj Jangid Tue August 06, 2019 11:39 AM
Found In Egroup: Global Data Science Forum \ view thread
Data Science and Machine Learning are evolving at a huge pace, it is important that evolution is in the right contexts and for the betterment of us. One such example of applying algorithms for human betterment can be found in The Datum's blog: Diabetes Prediction with Ensemble Techniques h ...

Diabetes Prediction with Ensemble Techniques

Posted By Neeraj Jangid Tue August 06, 2019 09:27 AM
Found In Group: Global Data Science Forum Blogs
Till your good is better and better is best! ENSEMBLE Yes, the above quote is so true. We humans have ability to rate things and find some or the other matrices to measure things and evaluate them or their performances. Similarly, in Data Science you can measure your model’s accuracy and ...

Ensemble Models

Posted By Neeraj Jangid Sun August 04, 2019 10:26 PM
Found In Egroup: Global Data Science Forum \ view thread
Till your good is better and better is best! We always set a benchmark for ourselves and try to deliver above it, we push our limits. In Data Science and Machine Learning, we have a term for this known as Ensemble. In this, we build a model, set a benchmark from its performance matrices and try to ...

Ensemble Models

Posted By Neeraj Jangid Sun August 04, 2019 10:26 PM
Found In Egroup: IBM Business Analytics \ view thread
Till your good is better and better is best! We always set a benchmark for ourselves and try to deliver above it, we push our limits. In Data Science and Machine Learning, we have a term for this known as Ensemble. In this, we build a model, set a benchmark from its performance matrices and try to ...

Ensemble Models

Posted By Neeraj Jangid Sat August 03, 2019 05:53 PM
Found In Egroup: Global Data Science Forum \ view thread
Set Standards and try to break them to achieve better. In Data Science this is called as Ensembling! Build a predictive model and set its prediction as a benchmark. Further, build new models that break the prediction accuracy of your benchmark model! Coming up next at The Datum this exciting ...

Ensemble Models

Posted By Neeraj Jangid Sat August 03, 2019 05:53 PM
Found In Egroup: IBM Business Analytics \ view thread
Set Standards and try to break them to achieve better. In Data Science this is called as Ensembling! Build a predictive model and set its prediction as a benchmark. Further, build new models that break the prediction accuracy of your benchmark model! Coming up next at The Datum this exciting ...

Ensemble Models

Posted By Neeraj Jangid Fri August 02, 2019 10:26 PM
Found In Egroup: IBM Business Analytics \ view thread
You always strive for better! A better version of everything to be above the benchmarks. Keep breaking those benchmarks and pushing yourself above them. Kind of similar phenomenon is possible in Data Science and Machine Learning as well called as Ensembling. We make models to predict set the predictions ...

Ensemble Models

Posted By Neeraj Jangid Fri August 02, 2019 10:25 PM
Found In Egroup: Global Data Science Forum \ view thread
You always strive for better! A better version of everything to be above the benchmarks. Keep breaking those benchmarks and pushing yourself above them. Kind of similar phenomenon is possible in Data Science and Machine Learning as well called as Ensembling. We make models to predict set the predictions ...

The Datum

Posted By Neeraj Jangid Thu August 01, 2019 12:59 PM
Found In Egroup: Global Data Science Forum \ view thread
You only learn skills once you start doing them. Start with The Datum for learning the logic behind Data Science and Machine Learning algorithms. The Datum comes up with weekly practical blogs where you get access to data, logic and algorithm building using R statistical language Recent ...

The Datum

Posted By Neeraj Jangid Thu August 01, 2019 12:59 PM
Found In Egroup: IBM Business Analytics \ view thread
You only learn skills once you start doing them. Start with The Datum for learning the logic behind Data Science and Machine Learning algorithms. The Datum comes up with weekly practical blogs where you get access to data, logic and algorithm building using R statistical language Recent ...