letting beginners and experts alike learn about SAP HANA.
Download here --> https://lnkd.in/eTtdvi4
End to end Machine learning platform.
Bring your own language and microservices.Java, Node.js and Python are the officially supported languages.
SAP HANA is an ACID-compliant database and application development platform. You can use advanced data processing capabilities—text, graph, spatial, predictive, and more—to pull insights from all types of data.
#machinelearning #artificialintelligence #datascience #ml #ai #deeplearning #python #R #java #SQL
✴️ @AI_Python_EN
Download here --> https://lnkd.in/eTtdvi4
End to end Machine learning platform.
Bring your own language and microservices.Java, Node.js and Python are the officially supported languages.
SAP HANA is an ACID-compliant database and application development platform. You can use advanced data processing capabilities—text, graph, spatial, predictive, and more—to pull insights from all types of data.
#machinelearning #artificialintelligence #datascience #ml #ai #deeplearning #python #R #java #SQL
✴️ @AI_Python_EN
Misconception 4: Explainable #machinelearning is just models of models.
I do like surrogate models. They have several important uses. However, I also REALLY like tools that explain models directly, including:
- ALE: https://lnkd.in/e3mz23V
- ICE: https://lnkd.in/eaQxk_Q
- Friedman's H-stat: https://lnkd.in/emwNcdy
- Partial dependence: https://lnkd.in/ejnkFYN, Section 10.13.2
- Shapley explanations: https://lnkd.in/ewsMxbU
(What did I miss? Any others?)
Moreover, surrogate models & direct explanatory techniques work very well together! See pic below.
Misconception 3: https://lnkd.in/eM3hVyW
Read more/contribute: https://lnkd.in/e8_hciE
#ai #datascience #deeplearning #aiforall #artificialintelligence #datascience #ml #python
✴️ @AI_Python_EN
I do like surrogate models. They have several important uses. However, I also REALLY like tools that explain models directly, including:
- ALE: https://lnkd.in/e3mz23V
- ICE: https://lnkd.in/eaQxk_Q
- Friedman's H-stat: https://lnkd.in/emwNcdy
- Partial dependence: https://lnkd.in/ejnkFYN, Section 10.13.2
- Shapley explanations: https://lnkd.in/ewsMxbU
(What did I miss? Any others?)
Moreover, surrogate models & direct explanatory techniques work very well together! See pic below.
Misconception 3: https://lnkd.in/eM3hVyW
Read more/contribute: https://lnkd.in/e8_hciE
#ai #datascience #deeplearning #aiforall #artificialintelligence #datascience #ml #python
✴️ @AI_Python_EN
Empowering you to use machine learning to get valuable insights from data.
🔥 Implement basic ML algorithms and deep neural networks with PyTorch.
🖥 Run everything on the browser without any set up using Google Colab.
📦 Learn object-oriented ML to code for products, not just tutorials.
Github Link - https://lnkd.in/f8nu8UR
#datascience #data #dataanalysis #ml #machinelearning #deeplearning #ai #artificialintelligence
✴️ @AI_Python_EN
🔥 Implement basic ML algorithms and deep neural networks with PyTorch.
🖥 Run everything on the browser without any set up using Google Colab.
📦 Learn object-oriented ML to code for products, not just tutorials.
Github Link - https://lnkd.in/f8nu8UR
#datascience #data #dataanalysis #ml #machinelearning #deeplearning #ai #artificialintelligence
✴️ @AI_Python_EN
DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks
Paper: http://ow.ly/Nk6Y50uAmII
#artificialinteligence #ai #ml #machinelearning #bigdata #deeplearning #technology
✴️ @AI_Python_EN
Paper: http://ow.ly/Nk6Y50uAmII
#artificialinteligence #ai #ml #machinelearning #bigdata #deeplearning #technology
✴️ @AI_Python_EN
Supervised Machine Learning.pdf
2 MB
Why Should you Learn AI and Machine Learning
Why Machine Learning Fascinates Me?
Supervised Machine Learning
Do you know what is Machine Learning All About?
The Science of Machine Learning is about Learning the Models that Generalize Well Machine learning is an area of artificial intelligence and computer science This includes the development of software and algorithms that can make predictions based on data.
Data Science Enthusiasts, I have Created a Community for Us to Learn Together🗝
Interested people let me know in the Comments and I will send you the invite link to our Community🎟🗣
#reinforcementlearning #machinlearning #Datascience #ArtificialIntelligence #gans
#SupervisedMachineLearning #ML #dl #iot #bigdata
✴️ @AI_Python_EN
Why Machine Learning Fascinates Me?
Supervised Machine Learning
Do you know what is Machine Learning All About?
The Science of Machine Learning is about Learning the Models that Generalize Well Machine learning is an area of artificial intelligence and computer science This includes the development of software and algorithms that can make predictions based on data.
Data Science Enthusiasts, I have Created a Community for Us to Learn Together🗝
Interested people let me know in the Comments and I will send you the invite link to our Community🎟🗣
#reinforcementlearning #machinlearning #Datascience #ArtificialIntelligence #gans
#SupervisedMachineLearning #ML #dl #iot #bigdata
✴️ @AI_Python_EN
Machine Learning VS Deep Learning
#machinelearning #artificialintelligence #datascience #ml #ai #deeplearning #technology #python
✴️ @AI_Python_EN
#machinelearning #artificialintelligence #datascience #ml #ai #deeplearning #technology #python
✴️ @AI_Python_EN
It is a good feeling when a popular Python package adds a new feature based on your article :-)
#Yellowbrick is a great little #ML #visualization library in the Python universe, which extends the Scikit-Learn API to allow human steering of the model selection process, and adds statistical plotting capability for common diagnostics tests on ML.
Based on my article "How do you check the quality of your regression model in Python? they are adding a new feature to the library - Cook's distance stemplot (outlier detection) for regression models.
#python #datascience #machinelearning #data #model
https://www.scikit-yb.org/en/latest/
✴️ @AI_Python_EN
#Yellowbrick is a great little #ML #visualization library in the Python universe, which extends the Scikit-Learn API to allow human steering of the model selection process, and adds statistical plotting capability for common diagnostics tests on ML.
Based on my article "How do you check the quality of your regression model in Python? they are adding a new feature to the library - Cook's distance stemplot (outlier detection) for regression models.
#python #datascience #machinelearning #data #model
https://www.scikit-yb.org/en/latest/
✴️ @AI_Python_EN
#ICML2019 live from Long Beach, CA, via icmlconf Learn more
→ https://mld.ai/icml2019-live #machinelearning #ML #mldcmu #ICML
✴️ @AI_Python_EN
→ https://mld.ai/icml2019-live #machinelearning #ML #mldcmu #ICML
✴️ @AI_Python_EN
11 things I learned from the Machine Learning for Coders course at fastdotai"
https://medium.com/yottabytes/11-things-i-learned-from-the-machine-learning-for-coders-course-at-fast-ai-799468b089bc?source=friends_link&sk=337416e814280d88e7bfad994cac8533
#machinelearning #datascience #ml #python #bigdata
✴️ @AI_Python_EN
https://medium.com/yottabytes/11-things-i-learned-from-the-machine-learning-for-coders-course-at-fast-ai-799468b089bc?source=friends_link&sk=337416e814280d88e7bfad994cac8533
#machinelearning #datascience #ml #python #bigdata
✴️ @AI_Python_EN
#Machineearning for Everyone
http://bit.ly/2RvRRnj
#AI #ML #DataScience #Algorithms
✴️ @AI_Python_EN
http://bit.ly/2RvRRnj
#AI #ML #DataScience #Algorithms
✴️ @AI_Python_EN