Difference between revisions of "Visualization"

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|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools  
 
|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools  
 
}}
 
}}
[http://www.youtube.com/results?search_query=TensorBoard+VisualDL+Netron+Feature+deep+Visualization+~tool+ai YouTube search...]
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[https://www.youtube.com/results?search_query=TensorBoard+VisualDL+Netron+Feature+deep+Visualization+~tool+ai YouTube search...]
[http://www.google.com/search?q=Best+AI+model+Tools+VisualDL+Netron+PAIR+Feature+Visualization+deep+machine+learning+ML+ai ...Google search]
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[https://www.google.com/search?q=Best+AI+model+Tools+VisualDL+Netron+PAIR+Feature+Visualization+deep+machine+learning+ML+ai ...Google search]
  
 
* [[Analytics]]
 
* [[Analytics]]
 
* Tools:
 
* Tools:
 
** [[Python#Visualization with Python |Visualization with Python]]
 
** [[Python#Visualization with Python |Visualization with Python]]
** [http://ai.google/research/teams/brain/pair Google: People + AI Research (PAIR)]  
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** [https://ai.google/research/teams/brain/pair Google: People + AI Research (PAIR)]  
 
*** [[TensorBoard]]  | [[Google]]
 
*** [[TensorBoard]]  | [[Google]]
 
*** [[TensorFlow Playground]]  | [[Google]]
 
*** [[TensorFlow Playground]]  | [[Google]]
 
*** [[Google Facets | Facets]] | [[Google]]
 
*** [[Google Facets | Facets]] | [[Google]]
*** [http://projector.tensorflow.org/ Projector.TensorFlow.org]]  | [[Google]] ...3D visualization of search queries
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*** [https://projector.tensorflow.org/ Projector.TensorFlow.org]]  | [[Google]] ...3D visualization of search queries
** [http://www.wandb.com/articles/visualize-keras-models-with-one-line-of-code Visualize Keras Models with One Line of Code | Lukas & Jeff - Weights & Biases]
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** [https://www.wandb.com/articles/visualize-keras-models-with-one-line-of-code Visualize Keras Models with One Line of Code | Lukas & Jeff - Weights & Biases]
** [http://visualdl.paddlepaddle.org/ Visual DL]  
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** [https://visualdl.paddlepaddle.org/ Visual DL]  
** [http://pypi.org/project/netron/ Netron]
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** [https://pypi.org/project/netron/ Netron]
** [http://www.scikit-yb.org/en/latest/ Yellowbrick]
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** [https://www.scikit-yb.org/en/latest/ Yellowbrick]
** [http://shixialiu.com/publications/cnnvis/demo/ CNNVis]
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** [https://shixialiu.com/publications/cnnvis/demo/ CNNVis]
** [http://scs.ryerson.ca/~aharley/vis/conv/ 3D Visualization of a Convolutional Neural Network (CNN)]
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** [https://scs.ryerson.ca/~aharley/vis/conv/ 3D Visualization of a Convolutional Neural Network (CNN)]
** [http://github.com/Prodicode/ann-visualizer ANN Visualizer]
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** [https://github.com/Prodicode/ann-visualizer ANN Visualizer]
** [http://explosion.ai/demos/displacy displaCy]
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** [https://explosion.ai/demos/displacy displaCy]
* [http://www.kdnuggets.com/2019/01/five-best-data-visualization-libraries.html The Five Best Data Visualization Libraries | Lio Fleishman, Sisense]  
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* [https://www.kdnuggets.com/2019/01/five-best-data-visualization-libraries.html The Five Best Data Visualization Libraries | Lio Fleishman, Sisense]  
 
** [[Javascript#D3.js|D3.js]]
 
** [[Javascript#D3.js|D3.js]]
** [http://uber.github.io/react-vis/documentation/welcome-to-react-vis React-vis]
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** [https://uber.github.io/react-vis/documentation/welcome-to-react-vis React-vis]
** [http://www.chartjs.org/ Chart.js]
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** [https://www.chartjs.org/ Chart.js]
** [http://github.com/hshoff/vx VX]
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** [https://github.com/hshoff/vx VX]
** [http://recharts.org/en-US/ Recharts]
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** [https://recharts.org/en-US/ Recharts]
* [http://mode.com/blog/python-interactive-plot-libraries 5 Python Libraries for Creating Interactive Plots | Melissa Bierly | Mode]
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* [https://mode.com/blog/python-interactive-plot-libraries 5 Python Libraries for Creating Interactive Plots | Melissa Bierly | Mode]
 
** [[Python#mpld3| mpld]]
 
** [[Python#mpld3| mpld]]
 
** [[Python#Pygal| Pygal]]
 
** [[Python#Pygal| Pygal]]
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** [[Python#HoloViews| HoloViews]]
 
** [[Python#HoloViews| HoloViews]]
 
** [[Python#Plotly Chart Studio| Plotly]]
 
** [[Python#Plotly Chart Studio| Plotly]]
* [http://www.forbes.com/sites/bernardmarr/2020/05/22/the-9-best-analytics-tools-for-data-visualization-available-today/#58e225734743 The 9 Best Analytics Tools For Data Visualization Available Today] and [http://www.forbes.com/sites/bernardmarr/2020/06/05/the-10-best-data-analytics-and-bi-platforms-and-tools-in-2020/#2281980e560d The 10 Best Data Analytics And BI Platforms And Tools In 2020 | Bernard Marr - Forbes]
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* [https://www.forbes.com/sites/bernardmarr/2020/05/22/the-9-best-analytics-tools-for-data-visualization-available-today/#58e225734743 The 9 Best Analytics Tools For Data Visualization Available Today] and [https://www.forbes.com/sites/bernardmarr/2020/06/05/the-10-best-data-analytics-and-bi-platforms-and-tools-in-2020/#2281980e560d The 10 Best Data Analytics And BI Platforms And Tools In 2020 | Bernard Marr - Forbes]
** [http://powerbi.microsoft.com/ PowerBI]  
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** [https://powerbi.microsoft.com/ PowerBI]  
** [http://www.tableau.com/ Tableau] [http://public.tableau.com/s/ Public]
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** [https://www.tableau.com/ Tableau] [https://public.tableau.com/s/ Public]
** [http://www.qlik.com/us/ QlikSense]
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** [https://www.qlik.com/us/ QlikSense]
** [http://www.dundas.com/ Dundas BI]
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** [https://www.dundas.com/ Dundas BI]
** [http://infogram.com/ Infogram]
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** [https://infogram.com/ Infogram]
** [http://developers.google.com/chart Google Charts]
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** [https://developers.google.com/chart Google Charts]
** [http://looker.com/product/visualizations Looker]
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** [https://looker.com/product/visualizations Looker]
** [http://www.paraview.org/ Paraview (open source)]
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** [https://www.paraview.org/ Paraview (open source)]
** [http://www.office.com/ Excel]
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** [https://www.office.com/ Excel]
** [http://www.oracle.com/uk/business-analytics/analytics-cloud.html Oracle Analytics Cloud]
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** [https://www.oracle.com/uk/business-analytics/analytics-cloud.html Oracle Analytics Cloud]
** [http://www.ibm.com/uk-en/products/cognos-analytics IBM Cognos Analytics]
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** [https://www.ibm.com/uk-en/products/cognos-analytics IBM Cognos Analytics]
** [http://www.thoughtspot.com/ ThoughtSpot]
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** [https://www.thoughtspot.com/ ThoughtSpot]
** [http://spark.apache.org/ Apache Spark]
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** [https://spark.apache.org/ Apache Spark]
** [http://www.sisense.com/ Sisense]
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** [https://www.sisense.com/ Sisense]
** [http://www.talend.com/ Talend]
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** [https://www.talend.com/ Talend]
** [http://www.salesforce.com/ Salesforce Einstein Analytics]
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** [https://www.salesforce.com/ Salesforce Einstein Analytics]
** [http://www.sas.com/en_gb/software/viya.html SAS Viya]
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** [https://www.sas.com/en_gb/software/viya.html SAS Viya]
* [http://medium.com/@plotlygraphs/data-visualization-for-artificial-intelligence-and-vice-versa-a38869065d88 Data Visualization for Artificial Intelligence, and Vice Versa | Nicolas Kruchten]
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* [https://medium.com/@plotlygraphs/data-visualization-for-artificial-intelligence-and-vice-versa-a38869065d88 Data Visualization for Artificial Intelligence, and Vice Versa | Nicolas Kruchten]
* [http://www.xenonstack.com/insights/what-is-model-visualization/ Overview of Model Visualization Architecture and Types | XenonStack]
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* [https://www.xenonstack.com/insights/what-is-model-visualization/ Overview of Model Visualization Architecture and Types | XenonStack]
* [http://www.infoq.com/presentations/ml-dl-visualization Understanding ML/DL Models using Interactive Visualization Techniques | Chakri Cherukuri]
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* [https://www.infoq.com/presentations/ml-dl-visualization Understanding ML/DL Models using Interactive Visualization Techniques | Chakri Cherukuri]
* [http://machinelearningmastery.com/data-visualization-methods-in-python/ A Gentle Introduction to Data Visualization Methods in Python | Jason Brownlee - Machine Learning Mastery]  
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* [https://machinelearningmastery.com/data-visualization-methods-in-python/ A Gentle Introduction to Data Visualization Methods in Python | Jason Brownlee - Machine Learning Mastery]  
 
* [[Graph]]
 
* [[Graph]]
 
** [[Data Flow Graph (DFG)]]
 
** [[Data Flow Graph (DFG)]]
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* [[Explainable / Interpretable AI]]
 
* [[Explainable / Interpretable AI]]
 
* [[(Deep) Convolutional Neural Network (DCNN/CNN)]]
 
* [[(Deep) Convolutional Neural Network (DCNN/CNN)]]
* [http://www.evolvingai.org/files/mfv_icml_workshop_16.pdf Multifaceted feature visualization: Uncovering the different types of features learned by each neuron in deep neural networks. Visualization for Deep Learning workshop | Nguyen A, Yosinski J, Clune J], 2016
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* [https://www.evolvingai.org/files/mfv_icml_workshop_16.pdf Multifaceted feature visualization: Uncovering the different types of features learned by each neuron in deep neural networks. Visualization for Deep Learning workshop | Nguyen A, Yosinski J, Clune J], 2016
* [http://www.evolvingai.org/files/2016-VelezClune-SRC.pdf Identifying core functional networks and functional modules within artificial neural networks via subsets regression | Velez R, Clune J], 2016
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* [https://www.evolvingai.org/files/2016-VelezClune-SRC.pdf Identifying core functional networks and functional modules within artificial neural networks via subsets regression | Velez R, Clune J], 2016
* [http://towardsdatascience.com/the-simpsons-meets-data-visualization-ef8ef0819d13 The Simpsons meets Data Visualization | Adam Reevesman -Towards Data Science]
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* [https://towardsdatascience.com/the-simpsons-meets-data-visualization-ef8ef0819d13 The Simpsons meets Data Visualization | Adam Reevesman -Towards Data Science]
 
* [[3D Simulation Environments]]
 
* [[3D Simulation Environments]]
 
* [[Data Science]]   
 
* [[Data Science]]   
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*** [[Excel - Data Analysis]]
 
*** [[Excel - Data Analysis]]
 
* [[Algorithm Administration#Hyperparameter|Hyperparameter]]s
 
* [[Algorithm Administration#Hyperparameter|Hyperparameter]]s
* [http://bookdown.org/max/FES/exploratory-visualizations.html Feature Engineering and Selection: A Practical Approach for Predictive Models - 4 Exploratory Visualizations | Max Kuhn and Kjell Johnson]
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* [https://bookdown.org/max/FES/exploratory-visualizations.html Feature Engineering and Selection: A Practical Approach for Predictive Models - 4 Exploratory Visualizations | Max Kuhn and Kjell Johnson]
  
  
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== <span id="Python with Excel"></span>[[Python#Python & Excel| Python & Excel]] ==
 
== <span id="Python with Excel"></span>[[Python#Python & Excel| Python & Excel]] ==
* [http://www.derricksherrill.com/tutorial/pandas/andrews-curve/ Clustering Multi Variable Excel Data with Andrew's Curve - Python Data Visualization Tools | Derrick Sherrill]
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* [https://www.derricksherrill.com/tutorial/pandas/andrews-curve/ Clustering Multi Variable Excel Data with Andrew's Curve - Python Data Visualization Tools | Derrick Sherrill]
 
<youtube>eVwqIFf4eIY</youtube>
 
<youtube>eVwqIFf4eIY</youtube>
 
<youtube>hSc4ErJk33A</youtube>
 
<youtube>hSc4ErJk33A</youtube>
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= Shan Carter =
 
= Shan Carter =
* [http://vimeo.com/32476954 Shan Carter at Data Vis Meetup - video @ Vimeo]
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* [https://vimeo.com/32476954 Shan Carter at Data Vis Meetup - video @ Vimeo]
 
<youtube>0JtyeipXYmM</youtube>
 
<youtube>0JtyeipXYmM</youtube>
 
<youtube>jlZsgUZaIyY</youtube>
 
<youtube>jlZsgUZaIyY</youtube>
 
<youtube>ru9dXF04iSE</youtube>
 
<youtube>ru9dXF04iSE</youtube>

Revision as of 21:02, 28 January 2023

YouTube search... ...Google search


Visualization with Python

Python & Excel

Shan Carter