Difference between revisions of "Visualization"

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|title=PRIMO.ai
 
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|keywords=artificial, intelligence, machine, learning, models, algorithms, data, singularity, moonshot, Tensorflow, Google, Nvidia, Microsoft, Azure, Amazon, AWS  
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|keywords=ChatGPT, artificial, intelligence, machine, learning, GPT-4, GPT-5, NLP, NLG, NLC, NLU, models, data, singularity, moonshot, Sentience, AGI, Emergence, Moonshot, Explainable, TensorFlow, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Hugging Face, OpenAI, Tensorflow, OpenAI, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Meta, LLM, metaverse, assistants, agents, digital twin, IoT, Transhumanism, Immersive Reality, Generative AI, Conversational AI, Perplexity, Bing, You, Bard, Ernie, prompt Engineering LangChain, Video/Image, Vision, End-to-End Speech, Synthesize Speech, Speech Recognition, Stanford, MIT |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools
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|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools  
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[http://www.youtube.com/results?search_query=TensorBoard+VisualDL+Netron+Feature+deep+Visualization+~tool+ai YouTube search...]
+
[https://www.youtube.com/results?search_query=chart+graphTensorBoard+VisualDL+Netron+Feature+Visualization+~tool+ai YouTube]
−
[http://www.google.com/search?q=Best+AI+model+Tools+VisualDL+Netron+PAIR+Feature+Visualization+deep+machine+learning+ML+ai ...Google search]
+
[https://www.quora.com/search?q=chart%20graph%20TensorBoard%20ai%20bVisualDL%20Feature%20Visualization ... Quora]
 +
[https://www.google.com/search?q=chart+graph+TensorBoard+VisualDL+Netron+Feature+Visualization+~tool+ai ...Google search]
 +
[https://news.google.com/search?q=chart+graph+TensorBoard+VisualDL+Netron+Feature+Visualization+~tool+ai ...Google News]
 +
[https://www.bing.com/news/search?q=chart+graph+TensorBoard+VisualDL+Netron+Feature+Visualization+~tool+ai&qft=interval%3d%228%22 ...Bing News]
  
−
* [[Analytics]]
+
* [[Analytics]] ... [[Visualization]] ... [[Graphical Tools for Modeling AI Components|Graphical Tools]] ... [[Diagrams for Business Analysis|Diagrams]] & [[Generative AI for Business Analysis|Business Analysis]] ... [[Requirements Management|Requirements]] ... [[Loop]] ... [[Bayes]] ... [[Network Pattern]]
−
* Tools:
+
* [[Algorithm Administration#Hyperparameter|Hyperparameter]]s
−
** [[Python#Visualization with Python |Visualization with Python]]
+
* [[Predictive Analytics]] ... [[Operations & Maintenance|Predictive Maintenance]] ... [[Forecasting]] ... [[Market Trading]] ... [[Sports Prediction]] ... [[Marketing]] ... [[Politics]] ... [[Excel#Excel - Forecasting|Excel]]
−
** [http://ai.google/research/teams/brain/pair Google: People + AI Research (PAIR)]
 
−
*** [[TensorBoard]]  | [[Google]]
 
−
*** [[TensorFlow Playground]]  | [[Google]]
 
−
*** [[Google Facets | Facets]] | [[Google]]
 
−
*** [http://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]
 
−
** [http://visualdl.paddlepaddle.org/ Visual DL]
 
−
** [http://pypi.org/project/netron/ Netron]
 
−
** [http://www.scikit-yb.org/en/latest/ Yellowbrick]
 
−
** [http://shixialiu.com/publications/cnnvis/demo/ CNNVis]
 
−
** [http://scs.ryerson.ca/~aharley/vis/conv/ 3D Visualization of a Convolutional Neural Network (CNN)]
 
−
** [http://github.com/Prodicode/ann-visualizer ANN Visualizer]
 
−
** [http://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]
 
−
** [[Javascript#D3.js|D3.js]]
 
−
** [http://uber.github.io/react-vis/documentation/welcome-to-react-vis React-vis]
 
−
** [http://www.chartjs.org/ Chart.js]
 
−
** [http://github.com/hshoff/vx VX]
 
−
** [http://recharts.org/en-US/ Recharts]
 
−
* [http://mode.com/blog/python-interactive-plot-libraries 5 Python Libraries for Creating Interactive Plots | Melissa Bierly | Mode]
 
−
** [[Python#mpld3| mpld]]
 
−
** [[Python#Pygal| Pygal]]
 
−
** [[Python#Bokeh| Bokeh]]
 
−
** [[Python#HoloViews| HoloViews]]
 
−
** [[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]
 
−
** [http://powerbi.microsoft.com/ PowerBI]  
 
−
** [http://www.tableau.com/ Tableau] [http://public.tableau.com/s/ Public]
 
−
** [http://www.qlik.com/us/ QlikSense]
 
−
** [http://www.dundas.com/ Dundas BI]
 
−
** [http://infogram.com/ Infogram]
 
−
** [http://developers.google.com/chart Google Charts]
 
−
** [http://looker.com/product/visualizations Looker]
 
−
** [http://www.paraview.org/ Paraview (open source)]
 
−
** [http://www.office.com/ Excel]
 
−
** [http://www.oracle.com/uk/business-analytics/analytics-cloud.html Oracle Analytics Cloud]
 
−
** [http://www.ibm.com/uk-en/products/cognos-analytics IBM Cognos Analytics]
 
−
** [http://www.thoughtspot.com/ ThoughtSpot]
 
−
** [http://spark.apache.org/ Apache Spark]
 
−
** [http://www.sisense.com/ Sisense]
 
−
** [http://www.talend.com/ Talend]
 
−
** [http://www.salesforce.com/ Salesforce Einstein Analytics]
 
−
** [http://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]
 
−
* [http://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]
 
−
* [http://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)]]
 
** [[Graphical Tools for Modeling AI Components]]
 
** [[Graphical Tools for Modeling AI Components]]
−
* [[Explainable / Interpretable AI]]
+
* [https://towardsdatascience.com/the-simpsons-meets-data-visualization-ef8ef0819d13 The Simpsons meets Data Visualization | Adam Reevesman -Towards Data Science]
−
* [[(Deep) Convolutional Neural Network (DCNN/CNN)]]
+
* [[Robotics]] ... [[Transportation (Autonomous Vehicles)|Vehicles]] ... [[Autonomous Drones|Drones]] ... [[3D Model]] ... [[Point Cloud]]
−
* [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
+
* [[Simulation]] ... [[Simulated Environment Learning]] ... [[Minecraft]]: [[Minecraft#Voyager|Voyager]]  
−
* [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
 
−
* [http://towardsdatascience.com/the-simpsons-meets-data-visualization-ef8ef0819d13 The Simpsons meets Data Visualization | Adam Reevesman -Towards Data Science]
 
−
* [[3D Simulation Environments]]
 
 
* [[Data Science]]   
 
* [[Data Science]]   
 
** [[Data Governance]]
 
** [[Data Governance]]
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*** [[Privacy]] in Data Science
 
*** [[Privacy]] in Data Science
 
*** [[Data Interoperability]]
 
*** [[Data Interoperability]]
−
*** [[Excel - Data Analysis]]
+
* Tools:
−
* [[Algorithm Administration#Hyperparameter|Hyperparameter]]s
+
** [[Excel]] ... [[LangChain#Documents|Documents]] ... [[Database|Database; Vector & Relational]] ... [[Graph]] ... [[LlamaIndex]]
−
* [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]
+
** [[Python#Visualization with Python |Visualization with Python]]
 +
** [https://ai.google/research/teams/brain/pair Google: People + AI Research (PAIR)]
 +
*** [[TensorBoard]]  | [[Google]]
 +
*** [[TensorFlow Playground]]  | [[Google]]
 +
*** [[Google Facets | Facets]] | [[Google]]
 +
*** [https://projector.tensorflow.org/ Projector.TensorFlow.org]]  | [[Google]] ...3D visualization of search queries
 +
** [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]
 +
** [https://visualdl.paddlepaddle.org/ Visual DL]
 +
** [https://pypi.org/project/netron/ Netron]
 +
** [https://www.scikit-yb.org/en/latest/ Yellowbrick]
 +
** [https://shixialiu.com/publications/cnnvis/demo/ CNNVis]
 +
** [https://scs.ryerson.ca/~aharley/vis/conv/ 3D Visualization of a Convolutional Neural Network (CNN)]
 +
** [https://github.com/Prodicode/ann-visualizer ANN Visualizer]
 +
** [https://explosion.ai/demos/displacy displaCy]
 +
* [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]]
 +
** [https://uber.github.io/react-vis/documentation/welcome-to-react-vis React-vis]
 +
** [https://www.chartjs.org/ Chart.js]
 +
** [https://github.com/hshoff/vx VX]
 +
** [https://recharts.org/en-US/ Recharts]
 +
* [https://mode.com/blog/python-interactive-plot-libraries 5 Python Libraries for Creating Interactive Plots | Melissa Bierly | Mode]
 +
** [[Python#mpld3| mpld]]
 +
** [[Python#Pygal| Pygal]]
 +
** [[Python#Bokeh| Bokeh]]
 +
** [[Python#HoloViews| HoloViews]]
 +
** [[Python#Plotly Chart Studio| Plotly]]
 +
* [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]
 +
** [https://powerbi.microsoft.com/ PowerBI]
 +
** [https://www.tableau.com/ Tableau] [https://public.tableau.com/s/ Public]
 +
** [https://www.qlik.com/us/ QlikSense]
 +
** [https://www.dundas.com/ Dundas BI]
 +
** [https://infogram.com/ Infogram]
 +
** [https://developers.google.com/chart Google Charts]
 +
** [https://looker.com/product/visualizations Looker]
 +
** [https://www.paraview.org/ Paraview (open source)]
 +
** [[Excel]] ... [[LangChain#Documents|Documents]] ... [[Database]] ... [[Graph]] ... [[Algorithm Administration#AIOps/MLOps|AIOps/MLOps]] ... [[Platforms: AI/Machine Learning as a Service (AIaaS/MLaaS)|AIaaS/MLaaS]]
 +
** [https://www.oracle.com/uk/business-analytics/analytics-cloud.html Oracle Analytics Cloud]
 +
** [https://www.ibm.com/uk-en/products/cognos-analytics IBM Cognos Analytics]
 +
** [https://www.thoughtspot.com/ ThoughtSpot]
 +
** [https://spark.apache.org/ Apache Spark]
 +
** [https://www.sisense.com/ Sisense]
 +
** [https://www.talend.com/ Talend]
 +
** [https://www.salesforce.com/ Salesforce Einstein Analytics]
 +
** [https://www.sas.com/en_gb/software/viya.html SAS Viya]
 +
* [https://medium.com/@plotlygraphs/data-visualization-for-artificial-intelligence-and-vice-versa-a38869065d88 Data Visualization for Artificial Intelligence, and Vice Versa | Nicolas Kruchten]
 +
* [https://www.xenonstack.com/insights/what-is-model-visualization/ Overview of Model Visualization Architecture and Types | XenonStack]
 +
* [https://www.infoq.com/presentations/ml-dl-visualization Understanding ML/DL Models using Interactive Visualization Techniques | Chakri Cherukuri]
 +
* [https://machinelearningmastery.com/data-visualization-methods-in-python/ A Gentle Introduction to Data Visualization Methods in Python | Jason Brownlee - Machine Learning Mastery]
 +
* [https://virtualitics.com/ Virtualitics] ... Get more from your data and your team with AI-powered data exploration ... from Descriptive to [[Prescriptive Analytics | Prescriptive]]
 +
* [[Artificial General Intelligence (AGI) to Singularity]] ... [[Inside Out - Curious Optimistic Reasoning| Curious Reasoning]] ... [[Emergence]] ... [[Moonshots]] ... [[Explainable / Interpretable AI|Explainable AI]] ...  [[Algorithm Administration#Automated Learning|Automated Learning]]
 +
* [[(Deep) Convolutional Neural Network (DCNN/CNN)]]
 +
* [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
 +
* [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
 +
* [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]] ==
 
−
* [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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−
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<youtube>3eV3_yfGM4s</youtube>
 
  
 
= Shan Carter =
 
= Shan Carter =
−
* [http://vimeo.com/32476954 Shan Carter at Data Vis Meetup - video @ Vimeo]
+
* [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>

Latest revision as of 08:20, 16 June 2024

YouTube ... Quora ...Google search ...Google News ...Bing News


Visualization with Python

Shan Carter

Retrieved from "https://primo.ai/index.php?title=Visualization&oldid=37493"