Hello friends...
Another topic that we would like to present in our QUICK READS is another important technique that is used in data pre processing...
"Discretisation" https://quickdatascienceds.blogspot.com/2021/11/discretisation.html?m=1
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Another topic that we would like to present in our QUICK READS is another important technique that is used in data pre processing...
"Discretisation" https://quickdatascienceds.blogspot.com/2021/11/discretisation.html?m=1
Please like share and subscribe our channel for being updated on Data Science and related technologies.
Thank Team QDS
Blogspot
Discretisation
The process of converting analogue or continuous variables/data into discrete variables/data is known as Discretisation.
November 16, 2021
Hello friends.
We studied about Discretisation or binning.. but we haven't seen any method how to perform this binning...
Presenting first technique used for binning...
"Discretisation -- Equal Widths" https://quickdatascienceds.blogspot.com/2021/11/discretisation-equal-widths.html
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We studied about Discretisation or binning.. but we haven't seen any method how to perform this binning...
Presenting first technique used for binning...
"Discretisation -- Equal Widths" https://quickdatascienceds.blogspot.com/2021/11/discretisation-equal-widths.html
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Thank Team QDS
Blogspot
Discretisation -- Equal Widths
dividing the data into equal intervals. We divide the into N-equal groups of the equal widths.
November 22, 2021
Hello friends...
Another technique used for Discretisation or binning is...
"Discretisation -- Equal Frequency" https://quickdatascienceds.blogspot.com/2021/11/discretisation-equal-frequency.html
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Thanks Team QDS
Another technique used for Discretisation or binning is...
"Discretisation -- Equal Frequency" https://quickdatascienceds.blogspot.com/2021/11/discretisation-equal-frequency.html
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Blogspot
Discretisation -- Equal Frequency
dividing the data into equal size groups, i.e. total data is divided into groups/bins each containing an equal amount of data
November 26, 2021
Hello friends...
We know about decision trees... But have you ever thought we could it for binning proces...!!!
No...!!!
Let's learn about it here in more detail...
"Discretisation -- Decision Tree" https://quickdatascienceds.blogspot.com/2021/11/discretisation-decision-tree.html
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Team QDS
We know about decision trees... But have you ever thought we could it for binning proces...!!!
No...!!!
Let's learn about it here in more detail...
"Discretisation -- Decision Tree" https://quickdatascienceds.blogspot.com/2021/11/discretisation-decision-tree.html
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Team QDS
Blogspot
Discretisation -- Decision Tree
Discretisation with Decision Trees consists in using a decision tree to identify the optimal bins.
December 1, 2021
Hello friends...
Sorry for being away from a long time... Was busy with some personal engagements...
Nevertheless... We are back on track...
To start afresh we are here to bring you a new topic Feature Scaling.
"Feature Scaling" https://quickdatascienceds.blogspot.com/2022/02/feature-scaling.html
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Sorry for being away from a long time... Was busy with some personal engagements...
Nevertheless... We are back on track...
To start afresh we are here to bring you a new topic Feature Scaling.
"Feature Scaling" https://quickdatascienceds.blogspot.com/2022/02/feature-scaling.html
Please like share and subscribe our channel for being updated on Data science and related technologies.
Blogspot
Feature Scaling
Feature scaling is the process of reducing and converting the variables having different scales to similar scales.
March 1, 2022
Hello friends...
In our previous article we saw what is Feature Scaling, why it is important and when to use it.
It's time to learn how to use it and what are the various ways to implement it...
So let's begin with... "Feature Scaling -- Standardization" https://quickdatascienceds.blogspot.com/2022/03/feature-scaling-standardization.html
Happy learning..
Please like share and subscribe to our channel for being updated on Data science and related technologies..
Team QDS
In our previous article we saw what is Feature Scaling, why it is important and when to use it.
It's time to learn how to use it and what are the various ways to implement it...
So let's begin with... "Feature Scaling -- Standardization" https://quickdatascienceds.blogspot.com/2022/03/feature-scaling-standardization.html
Happy learning..
Please like share and subscribe to our channel for being updated on Data science and related technologies..
Team QDS
Blogspot
Feature Scaling -- Standardization
technique to subtract the mean from each value & divide it by the std. To center the data around its mean with unit std.
March 30, 2022
Hello friends...
Another technique that is used commonly for scaling the data :-
"Feature Scaling -- Min Max Scaling" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-min-max-scaling.html
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Happy learning
Team QDS
Another technique that is used commonly for scaling the data :-
"Feature Scaling -- Min Max Scaling" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-min-max-scaling.html
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Happy learning
Team QDS
Blogspot
Feature Scaling -- Min Max Scaling
Min-Max Scaling is the technique where the variables are scaled based on their Minimum and Maximum values.
April 2, 2022
Hello friends...
Another technique that is used commonly for scaling the data :-
"Feature Scaling -- Min Max Scaling" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-min-max-scaling.html
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Happy learning
Team QDS
Another technique that is used commonly for scaling the data :-
"Feature Scaling -- Min Max Scaling" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-min-max-scaling.html
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Happy learning
Team QDS
Blogspot
Feature Scaling -- Min Max Scaling
Min-Max Scaling is the technique where the variables are scaled based on their Minimum and Maximum values.
April 2, 2022
Hello friends...
A great and a simple way to scale the data quickly is
"Feature Scaling -- Maximum Absolute Scaling" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-maximum-absolute-scaling.html
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Happy learning
Team QDS
A great and a simple way to scale the data quickly is
"Feature Scaling -- Maximum Absolute Scaling" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-maximum-absolute-scaling.html
Please like share and subscribe to our channel for being updated on Data science and related technologies.
Happy learning
Team QDS
Blogspot
Feature Scaling -- Maximum Absolute Scaling
Maximum Absolute Scaling is the technique of scaling the data to its absolute maximum value.
April 6, 2022
Hello friends...
Why everytime we need to scale the data based on mean or maximum value..!!!
Let's try scaling using some other metrics...
"Feature Scaling -- Robust Scaling" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-robust-scaling.html
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Happy learning
Team QDS
Why everytime we need to scale the data based on mean or maximum value..!!!
Let's try scaling using some other metrics...
"Feature Scaling -- Robust Scaling" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-robust-scaling.html
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Happy learning
Team QDS
Blogspot
Feature Scaling -- Robust Scaling
Robust scaling uses the Median and inter-quantile range for scaling the values of our dataset.
April 8, 2022
April 12, 2022
Hello friends...
We have seen a lot of techniques used to scale down the features, but some how they were similar..
Let's find out how this technique is different from the others...
"Feature Scaling -- Scaling to Unit Length" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-scaling-to-unit-length.html
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Happy learning
Team QDS
We have seen a lot of techniques used to scale down the features, but some how they were similar..
Let's find out how this technique is different from the others...
"Feature Scaling -- Scaling to Unit Length" https://quickdatascienceds.blogspot.com/2022/04/feature-scaling-scaling-to-unit-length.html
Please like share and subscribe to our channel for being updated on Data science and related technologies.
Happy learning
Team QDS
Blogspot
Feature Scaling -- Scaling to Unit Length
When scaling to vector unit length, we transform the components of a feature vector so that the transformed vector has a length of 1
April 19, 2022
A research prototype designed to model people's moral judgement on a variety of everyday situations.
📖 Read full details about the post here:-
"Can Machines be Racists...???" https://quickdatascienceds.blogspot.com/2022/04/can-machines-be-racists.html
👍 Follow us on Instagram @quickdatascience for more such interesting and informative updates.
🤝 Join us at our Telegram Channel
https://t.me/quickdatascience for learning and being updated on DS, ML, AI and Big Data and other latest technologies.
📖 Read full details about the post here:-
"Can Machines be Racists...???" https://quickdatascienceds.blogspot.com/2022/04/can-machines-be-racists.html
👍 Follow us on Instagram @quickdatascience for more such interesting and informative updates.
🤝 Join us at our Telegram Channel
https://t.me/quickdatascience for learning and being updated on DS, ML, AI and Big Data and other latest technologies.
Blogspot
Can Machines be Racists...???
Delphi is a research prototype designed to model people’s moral judgments in a variety of everyday situations.
April 21, 2022
Make Every Day Earth Day....
Save 🐝
Protect 🌳
Clean 🌊
👍 Follow us https://www.instagram.com/p/CcpLPadJJ1C/?igshid=YmMyMTA2M2Y= interesting updates on emerging technologies.
🤝 Join us at our Telegram Channel @quickdatascience for quick learning latest technologies.
Team QDS.
Save 🐝
Protect 🌳
Clean 🌊
👍 Follow us https://www.instagram.com/p/CcpLPadJJ1C/?igshid=YmMyMTA2M2Y= interesting updates on emerging technologies.
🤝 Join us at our Telegram Channel @quickdatascience for quick learning latest technologies.
Team QDS.
April 22, 2022
Hello friends...
Ever thought of pouring honey on your Computers...🤔🤔
These scientist created computers with honey.... 😲
Check out how :-
📖 Read full details about the post here:- "Honey in Computers" https://quickdatascienceds.blogspot.com/2022/05/honey-in-computers.html
👍 Follow us https://www.instagram.com/p/CcpLPadJJ1C/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
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❓ Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
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Happy learning
Team QDS
Ever thought of pouring honey on your Computers...🤔🤔
These scientist created computers with honey.... 😲
Check out how :-
📖 Read full details about the post here:- "Honey in Computers" https://quickdatascienceds.blogspot.com/2022/05/honey-in-computers.html
👍 Follow us https://www.instagram.com/p/CcpLPadJJ1C/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
🤝 Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
❓ Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
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Happy learning
Team QDS
May 11, 2022
May 18, 2022
We all hear about lot of databases everyday... But how to select which would be suitable for our application..!!!!
Have a look here for details about the various databases...
https://quickdatascienceds.blogspot.com/2022/05/types-of-nosql-databases.html
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Team QDS
Have a look here for details about the various databases...
https://quickdatascienceds.blogspot.com/2022/05/types-of-nosql-databases.html
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Thanks
Team QDS
May 22, 2022
A Commercial Molecule Generator "Megasyn" is used to find new therapeutic inhibitors of targets for human diseases. Its logic was inverted to reward both toxicity and bioactivity instead of penalizing the predicted toxicity and rewarding the predicted target activity. This resulted in the system predicting something that was not thought of by any of the scientists running it.
Check out how :-
📖 Read full details about the post here:-
"40,000 Weapons in Just 6 Hours" https://quickdatascienceds.blogspot.com/2022/05/40000-weapons-in-just-6-hours.html
👍 Follow us https://www.instagram.com/p/CeP_NzxJLvf/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
🤝 Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
❓ Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
Please like share and subscribe to our channel for being updated on Data science and related technologies.
Happy learning
Team QDS
Check out how :-
📖 Read full details about the post here:-
"40,000 Weapons in Just 6 Hours" https://quickdatascienceds.blogspot.com/2022/05/40000-weapons-in-just-6-hours.html
👍 Follow us https://www.instagram.com/p/CeP_NzxJLvf/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
🤝 Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
❓ Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
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Happy learning
Team QDS
Blogspot
40,000 Weapons in Just 6 Hours
The cutting edge number crunching capabilities of AI mean that systems are able to spot diseases early, manage chemical reactions & explain mysteries
June 1, 2022
A Commercial Molecule Generator "Megasyn" is used to find new therapeutic inhibitors of targets for human diseases. Its logic was inverted to reward both toxicity and bioactivity instead of penalizing the predicted toxicity and rewarding the predicted target activity. This resulted in the system predicting something that was not thought of by any of the scientists running it.
Check out how :-
📖 Read full details about the post here:-
"40,000 Weapons in Just 6 Hours" https://quickdatascienceds.blogspot.com/2022/05/40000-weapons-in-just-6-hours.html
👍 Follow us https://www.instagram.com/p/CeP_NzxJLvf/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
🤝 Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
❓ Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
Happy learning
Team QDS
Check out how :-
📖 Read full details about the post here:-
"40,000 Weapons in Just 6 Hours" https://quickdatascienceds.blogspot.com/2022/05/40000-weapons-in-just-6-hours.html
👍 Follow us https://www.instagram.com/p/CeP_NzxJLvf/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
🤝 Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
❓ Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
Happy learning
Team QDS
June 2, 2022
https://youtu.be/0_4DqyBljhA
Online Machine Learning also known as "Stream Learning" or "Incremental Learning" is become a big name in Machine Learning with the increasing interest of businesses in the streaming systems.
Not sure what is Online Machine Learning till now..!!!
Read it here...
📖 Read full details about the article here:-
https://quickdatascienceds.blogspot.com/2022/06/online-machine-learning.html
👍 Follow us on Instagram https://instagram.com/quickdatascience?igshid=YmMyMTA2M2Y=
🤝 Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
❓ Ask your doubts on Quora https://quickdatascience.quora.com
Happy Learning
Team QDS
Online Machine Learning also known as "Stream Learning" or "Incremental Learning" is become a big name in Machine Learning with the increasing interest of businesses in the streaming systems.
Not sure what is Online Machine Learning till now..!!!
Read it here...
📖 Read full details about the article here:-
https://quickdatascienceds.blogspot.com/2022/06/online-machine-learning.html
👍 Follow us on Instagram https://instagram.com/quickdatascience?igshid=YmMyMTA2M2Y=
🤝 Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
❓ Ask your doubts on Quora https://quickdatascience.quora.com
Happy Learning
Team QDS
YouTube
Online Machine Learning
Online Machine Learning also known as "Stream Learning" or "Incremental Learning" is become a big name in Machine Learning with the increasing interest of businesses in the streaming systems.
A high-level tour of modern data processing concepts Online Machine…
A high-level tour of modern data processing concepts Online Machine…
June 9, 2022