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..
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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.
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.
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.
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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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.
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.
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
A research prototype designed to model people's moral judgement on a variety of everyday situations.
π Read full details about the post here:-
"Can Machines be Racists...???" https://quickdatascienceds.blogspot.com/2022/04/can-machines-be-racists.html
π Follow us on Instagram @quickdatascience for more such interesting and informative updates.
π€ 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.
π Read full details about the post here:-
"Can Machines be Racists...???" https://quickdatascienceds.blogspot.com/2022/04/can-machines-be-racists.html
π Follow us on Instagram @quickdatascience for more such interesting and informative updates.
π€ Join us at our Telegram Channel
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Blogspot
Can Machines be Racists...???
Delphi is a research prototype designed to model peopleβs moral judgments in a variety of everyday situations.
Make Every Day Earth Day....
Save π
Protect π³
Clean π
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Save π
Protect π³
Clean π
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Team QDS.
Hello friends...
Ever thought of pouring honey on your Computers...π€π€
These scientist created computers with honey.... π²
Check out how :-
π Read full details about the post here:- "Honey in Computers" https://quickdatascienceds.blogspot.com/2022/05/honey-in-computers.html
π Follow us https://www.instagram.com/p/CcpLPadJJ1C/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
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β 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...π€π€
These scientist created computers with honey.... π²
Check out how :-
π Read full details about the post here:- "Honey in Computers" https://quickdatascienceds.blogspot.com/2022/05/honey-in-computers.html
π Follow us https://www.instagram.com/p/CcpLPadJJ1C/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
π€ Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
β Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
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Happy learning
Team QDS
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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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
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 :-
π 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
π Follow us https://www.instagram.com/p/CeP_NzxJLvf/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
π€ Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
β Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
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Happy learning
Team QDS
Check out how :-
π 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
π Follow us https://www.instagram.com/p/CeP_NzxJLvf/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
π€ Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
β 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
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 :-
π 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
π Follow us https://www.instagram.com/p/CeP_NzxJLvf/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
π€ Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
β Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
Happy learning
Team QDS
Check out how :-
π 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
π Follow us https://www.instagram.com/p/CeP_NzxJLvf/?igshid=YmMyMTA2M2Y= for more such interesting and informative updates.
π€ Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
β Ask your doubts on Quora at "Quick Data Science" https://quickdatascience.quora.com
Happy learning
Team QDS
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...
π Read full details about the article here:-
https://quickdatascienceds.blogspot.com/2022/06/online-machine-learning.html
π Follow us on Instagram https://instagram.com/quickdatascience?igshid=YmMyMTA2M2Y=
π€ Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
β 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...
π Read full details about the article here:-
https://quickdatascienceds.blogspot.com/2022/06/online-machine-learning.html
π Follow us on Instagram https://instagram.com/quickdatascience?igshid=YmMyMTA2M2Y=
π€ Join us at our Telegram Channel @quickdatascience for learning and being updated on Data science, Machine Learning, Big Data and other latest technologies.
β 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 Machineβ¦
A high-level tour of modern data processing concepts Online Machineβ¦
A digital twin is a virtual representation that serves as the real-time digital counterpart of a physical object or process.
Know more about the Digital Twins and use here:- https://quickdatascienceds.blogspot.com
Watch a short video about it :-
https://youtu.be/tbeAe77NIwo
Follow us on Instagram:-
https://instagram.com/quickdatascience?igshid=YmMyMTA2M2Y=
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Team QDS
Know more about the Digital Twins and use here:- https://quickdatascienceds.blogspot.com
Watch a short video about it :-
https://youtu.be/tbeAe77NIwo
Follow us on Instagram:-
https://instagram.com/quickdatascience?igshid=YmMyMTA2M2Y=
Please like share and subscribe to our channel for being updated on Data science and related technologies...
Thanks
Team QDS
Power BI, single tool for multiple data processing and visualisation.
Let's find out What, Why, Who, and How of this powerful tool in our latest article:-
https://quickdatascienceds.blogspot.com/2022/06/power-bi-what-who-why-and-how.html
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Team QDS
Let's find out What, Why, Who, and How of this powerful tool in our latest article:-
https://quickdatascienceds.blogspot.com/2022/06/power-bi-what-who-why-and-how.html
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Thanks
Team QDS
https://shashank-singhal.medium.com/balancing-the-clock-navigating-indias-70-hour-workweek-debate-for-faster-growth-4e0de79908c1
My take on creating a balance between work life and faster growth...
What do you think!! Do let me know in comments
My take on creating a balance between work life and faster growth...
What do you think!! Do let me know in comments
Medium
Balancing the Clock: Navigating Indiaβs 70-hour Workweek Debate for Faster Growth
A scorching debate topic these days in the IT field and the inside story of the Indian IT Industry
Hi Guys,
Let's take our first step towards the new Gen AI world... Let's start by learning the NLP, with this NLP series which covers from 0 to building your own first NLP project
https://qr.ae/pKdJXr
Let's take our first step towards the new Gen AI world... Let's start by learning the NLP, with this NLP series which covers from 0 to building your own first NLP project
https://qr.ae/pKdJXr
Quora
Unraveling the Power of NLP Courses in Shaping the Future of Technology
Greetings Quora community!
In the ever-evolving landscapeβ¦
Greetings Quora community!
In the ever-evolving landscapeβ¦
Unraveling the Power of NLP Courses in Shaping the Future of Technology
Greetings Quora community!
In the ever-evolving landscape of technology, understanding and harnessing the capabilities of Natural Language Processing (NLP) has become a game-changer.β¦
Greetings Quora community!
In the ever-evolving landscape of technology, understanding and harnessing the capabilities of Natural Language Processing (NLP) has become a game-changer.β¦
Can Machines Truly Converse Like Humans? Dive into the NLP World with Me!
Have you ever wondered how your phone understands your voice commands or how chatbots deliver eerily human-like responses? The magic behind these interactions lies in Natural Language Processing (NLP), a rapidly evolving field where machines learn to comprehend and respond to human language.
I'm thrilled to announce my new blog series, where I'll be your guide on this captivating journey into the world of NLP! Forget dry technical jargon; I'll break down complex concepts into engaging, bite-sized pieces packed with real-world examples and relatable analogies.
Here's a sneak peek of what you can expect:
Explore the practical applications of NLP: We'll see how NLP is transforming industries like healthcare, finance, and customer service, making our lives easier and more efficient.
Unravel the mysteries of language translation: Ever wondered how machines translate languages seamlessly? We'll delve into the intricate algorithms and machine-learning techniques that power this magic.
Peer into the future of communication: Is AI-powered communication the wave of the future? We'll discuss the exciting possibilities and potential challenges that lie ahead.
Get insights from the experts: I'll be featuring interviews with leading NLP researchers and practitioners, giving you exclusive access to their knowledge and perspectives.
But that's not all! I'll also be sprinkling in some fun facts, mind-bending thought experiments, and even dabbling into creative applications of NLP, like generating poems or code with machines!
Ready to embark on this exciting adventure? Check out the first post in my series right here: [link to your blog post] and leave a comment below with your thoughts and questions. Let's discuss, explore, and unravel the wonders of NLP together!
Don't forget to follow me on Quora to stay updated on the latest posts and engage in discussions with fellow NLP enthusiasts.
So, what are you waiting for? Join me on this incredible journey into the fascinating world of NLP!
https://quickdatascienceds.blogspot.com/2024/01/natural-language-processing.html
Thanks
Team QDS
Have you ever wondered how your phone understands your voice commands or how chatbots deliver eerily human-like responses? The magic behind these interactions lies in Natural Language Processing (NLP), a rapidly evolving field where machines learn to comprehend and respond to human language.
I'm thrilled to announce my new blog series, where I'll be your guide on this captivating journey into the world of NLP! Forget dry technical jargon; I'll break down complex concepts into engaging, bite-sized pieces packed with real-world examples and relatable analogies.
Here's a sneak peek of what you can expect:
Explore the practical applications of NLP: We'll see how NLP is transforming industries like healthcare, finance, and customer service, making our lives easier and more efficient.
Unravel the mysteries of language translation: Ever wondered how machines translate languages seamlessly? We'll delve into the intricate algorithms and machine-learning techniques that power this magic.
Peer into the future of communication: Is AI-powered communication the wave of the future? We'll discuss the exciting possibilities and potential challenges that lie ahead.
Get insights from the experts: I'll be featuring interviews with leading NLP researchers and practitioners, giving you exclusive access to their knowledge and perspectives.
But that's not all! I'll also be sprinkling in some fun facts, mind-bending thought experiments, and even dabbling into creative applications of NLP, like generating poems or code with machines!
Ready to embark on this exciting adventure? Check out the first post in my series right here: [link to your blog post] and leave a comment below with your thoughts and questions. Let's discuss, explore, and unravel the wonders of NLP together!
Don't forget to follow me on Quora to stay updated on the latest posts and engage in discussions with fellow NLP enthusiasts.
So, what are you waiting for? Join me on this incredible journey into the fascinating world of NLP!
https://quickdatascienceds.blogspot.com/2024/01/natural-language-processing.html
Thanks
Team QDS
Blogspot
Natural Language Processing
Dive into NLP's worldβsentiment analysis, language models, and deep learning. Explore techniques shaping language processing's future.