;
RobuStness of course! 🫢
Questions to Answer during #AI Validation
@MathWorks @MATLAB
👇
Robutness
Security
Fairness
Interpretability Explainability
& Safety
Let's discuss about this #AIEthics important topic during the #WAICF23 feb 9-11
https://www.worldaicannes.com/en
Cc @roxananasoi @MiaD @hessiejones @psb_dc
cc @alan_winfield
Update on my opinions on #AIRegulation, esp. wrt standards. https://joanna-bryson.blogspot.com/2023/01/more-skeptical-about-standards-and.html
Is #MachineLearning Hard?
👇
A Guide to Getting Started
@coursera
👇
https://www.coursera.org/articles/is-machine-learning-hard
#AI #DeepLearning #DataScience #Maths #coding #100DaysOfCode
Cc @PawlowskiMario @sallyeaves @SpirosMargaris @jblefevre60 @Xbond49 @Nicochan33 @kalydeoo @LaurentAlaus @Khulood_Almani
Sad that it's even news that someone won an election and his opponent conceded, but still, congratulations Czechia. #Pavel seems a sound choice for the times and the EU.
https://www.dw.com/en/new-czech-president-aims-to-bring-back-truth-dignity-respect/a-64555020?mobileApp=true
The ChatGPT Cheat Sheet - KDnuggets https://www.kdnuggets.com/2023/01/chatgpt-cheat-sheet.html
ChatGPT Is Coming To A Customer Service Chatbot Near You
#AI #AIio #BigData #ML #NLU #Futureofwork
@TopCyberNews @SpirosMargaris @MarshaCollier @MHiesboeck @MHcommunicate @Fisher85M @MikeQuindazzi @NealSchaffer http://ow.ly/Ef0C30stzP7
ChatGPT as a Python Programming Assistant - KDnuggets https://www.kdnuggets.com/2023/01/chatgpt-python-programming-assistant.html
Best Instagram Accounts to Follow for #DataScience, #MachineLearning & AI #KDnuggets http://ow.ly/iqys30stuS4
How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat - KDnuggets https://www.kdnuggets.com/2019/06/select-rows-columns-pandas.html
How AI-powered conversational commerce will transform shopping in 2023
#AI #AIio #BigData #ML #NLU #Futureofwork
@TopCyberNews @SpirosMargaris @MarshaCollier @MHiesboeck @MHcommunicate @Fisher85M @MikeQuindazzi @NealSchaffer http://ow.ly/A8up30stzP6
10 Cheat Sheets You Need To Ace #DataScience #Interview #KDnuggets http://ow.ly/RZnv30stuS3
5 Free Data Science Books You Must Read in 2023 - KDnuggets https://www.kdnuggets.com/2023/01/5-free-data-science-books-must-read-2023.html
DreamBooth implemented with KerasCV: https://github.com/sayakpaul/dreambooth-keras
The Difference Between Training and Testing Data in #MachineLearning #KDnuggets http://ow.ly/1wqB30stuS2
Biotech labs are using AI inspired by DALL-E to invent new drugs
#AI #AIio #BigData #ML #NLU #Futureofwork
@IIoT_World @ipfconline1 @jblefevre60 @JimMarous @insurtechtalk @KirkDBorne @kuriharan @LouisSerge http://ow.ly/Y7p830stzP4
From Data Collection to Model Deployment: 6 Stages of a Data Science Project - KDnuggets https://www.kdnuggets.com/2023/01/data-collection-model-deployment-6-stages-data-science-project.html
Python Decorator: What, Why, and How #Python #Programming https://towardsdatascience.com/python-decorator-what-why-and-how-f6b2d86e858e
Working with #Python APIs For #DataScience Project #KDnuggets http://ow.ly/PGVf30stuS1
Pandas and Python Tips and Tricks for Data Science and Data Analysis #Pandas #Python https://towardsdatascience.com/pandas-and-python-tips-and-tricks-for-data-science-and-data-analysis-1b1e05b7d93a
5 Life-Changing Tech Innovations That Most People Don’t Understand Yet
#AI #AIio #BigData #ML #NLU #Futureofwork
@gp_pulipaka @stratorob @PetiotEric @EvanKirstel @Fgraillot @HaroldSinnott @HeinzVHoenen @helene_wpli http://ow.ly/Kl5z30stzP3
Natural Language Processing Pipelines, Explained #KDnuggets http://ow.ly/6MM530stuS0
Un entretien avec Le Matin, le grand journal marocain francophone, où je parle d'intelligence artificielle, de l'état de l'art et du futur.
https://lematin.ma/express/2023/entretien-exclusif-scientifique-chef-lia-chez-meta/386047.html
When I was growing up (I tried to gift this to you, but Musk apparently didn't want that.)
Bobby Hull, a longtime Chicago Black Hawks winger nicknamed the “Golden Jet,” whose speed, high-velocity shots and showmanship made him one of the most popular hockey players of all time, has died at 84.
https://wapo.st/40pnMJk
7 Super Cheat Sheets You Need To Ace #MachineLearning #Interview #KDnuggets http://ow.ly/BfIH30stuRZ
10 Cutting-Edge Data Careers To Consider In 2023 #Career #DataScience https://medium.com/dataseries/10-cutting-edge-data-careers-to-consider-in-2023-59d168520606
15 Common Sales Pipeline Challenges That Could Be Hindering Your Growth
#blockchaintechnology #blockchains #blockchainrevolution
@TopCyberNews @SpirosMargaris @MarshaCollier @MHiesboeck @MHcommunicate @Fisher85M @MikeQuindazzi @NealSchaffer http://ow.ly/P74330stzP2
How to Effectively Use Pandas GroupBy
Split the Pandas DataFrame into groups based on one or more columns and then apply various aggregation functions to each one of them.
#Python #KDnuggets
https://www.kdnuggets.com/2023/01/effectively-pandas-groupby.html
#Free #Python for #DataScience Course #KDnuggets http://ow.ly/Njjn30stuRY
What Does 2023 Have In Store For India’s Digital Lending Industry?
#payments #fintech #paymentsolutions
@IIoT_World @ipfconline1 @jblefevre60 @JimMarous @insurtechtalk @KirkDBorne @kuriharan @LouisSerge http://ow.ly/5fH030stzP0
Time Series for Dummies – The 3 Step Process #KDnuggets http://ow.ly/sgiy30stuRX
Top #KDnuggets Posts January 23-29: The #ChatGPT Cheat Sheet • ChatGPT as a #Python Programming Assistant • How to Select Rows and Columns in Pandas • 5 Free #DataScience Books You Must Read in 2023 • 6 Stages of a Data Science Project
https://www.kdnuggets.com/2023/01/top-posts-week-0123-0129.html
Also reminded of this blog post from ~12 years ago. I classified CIFAR10 manually and got... 94%! SOTA then was ~80%, certainly not in 10 seconds. Then I predicted we'd top out around 85-90% (lol). 12 years later: 94% is 10 seconds with one 600-line script
https://karpathy.github.io/2011/04/27/manually-classifying-cifar10/
I love the minimal design aesthetic. There is no need to spread your code over a complex nested directory structure and overcomplicate the whole thing with all kinds of indirection, making reading of code feel like an exhausting treasure hunt.
More on cramming: CIFAR10 hyperlightspeedbench.
Train CIFAR10 to 94% in under 10 seconds on a single A100. With a single readable 600-line http://main.py, bunch of nice tricks implemented within.
https://github.com/tysam-code/hlb-CIFAR10
Build a Text-to-Speech Converter with #Python in 5 Minutes #KDnuggets http://ow.ly/rhwb30stuRW
It’s Time to Teach AI How to Be Forgetful
#AI #AIio #BigData #ML #NLU #Futureofwork
@gp_pulipaka @stratorob @PetiotEric @EvanKirstel @Fgraillot @HaroldSinnott @HeinzVHoenen @helene_wpli http://ow.ly/oVNC30stzOY
3 More SQL Aggregate Function Interview Questions for Data Science
Lacking inspiration on how to prepare SQL aggregate functions for a job interview? Here are three interview question suggestions to get you out of a rut.
#SQL #DataScience #KDnuggets
https://www.kdnuggets.com/2023/01/3-sql-aggregate-function-interview-questions-data-science.html
A New article by ZDnet's @TiernanRayTech on my analysis of recent progress in AI and future opportunities that is considerably more informative and positive than his previous one.
AI has caused a renaissance of tech industry R&D, says Meta's chief AI scientist https://zd.net/3XNcwVr by @TiernanRayTech
Summarization with GPT-3 #KDnuggets http://ow.ly/GTh130stuRV
Creating an Ensemble Voting Classifier with Scikit-Learn #MachineLearning #Ensemble https://medium.com/towards-data-science/creating-an-ensemble-voting-classifier-with-scikit-learn-ab13159662d
16 Books to Level Up Your Project. #BigData #Analytics #DataScience #DevOps #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #Java #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode
https://geni.us/16-Level-Project
10 Pandas One Liners for Data Access, Manipulation, and Management
These 10 one liners will help you start to access, manipulate, and manage data using Pandas.
#Python #Pandas #KDnuggets
https://www.kdnuggets.com/2023/01/pandas-one-liners-data-access-manipulation-management.html
AI Best: Amazon Electronics Reviews in #Python. by @gp_pulipaka
#BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #NLProc #RStats #TensorFlow #JavaScript #ReactJS #Serverless #DataScientist #Linux #Programming #Books #Coding #100DaysofCode
https://geni.us/Greater-Mlearning
How To Improve ROI For Your Marketing Efforts With AI
#AI #AIio #BigData #ML #NLU #Futureofwork
@ahier @guzmand @DavidBrin @denisegarth @dez_blanchfield @diioannid @DioFavatas @gerald_bader http://ow.ly/y80M30stzOW
8 Best #Python Image Manipulation Tools #KDnuggets http://ow.ly/zCE730stuRU
Awesome that they take the bus! “A developed country is not a place where the poor have cars. It’s where the rich use public transportation” – Gustavo Petro, Mayor of Bogotá
(TBH I thought a Scandinavian politician said that, but this is what Google found.)
Oh Mann, unsere Altkanzlerin Dr. Angelika Merkel sieht jetzt viel frischer aus als zum Ende ihrer Amtszeit 🧖♀️
Ihre Grundsteuererklärung wurde erfolgreich versendet. #achievementUnlocked! Thanks @20PercentBerlin we would NEVER have known (though I did see one add on a train a few days ago I wouldn't have understood if I hadn't known, and WAY too late to get a password...)
Top #Books on Natural Language Processing to Read! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
https://geni.us/Concordbookshop
