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 YouTube search...]
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[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 ...Google search]
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[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]
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[https://www.bing.com/news/search?q=chart+graph+TensorBoard+VisualDL+Netron+Feature+Visualization+~tool+ai&qft=interval%3d%228%22 ...Bing News]
  
 +
* [[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]]
 +
* [[Algorithm Administration#Hyperparameter|Hyperparameter]]s
 +
* [[Predictive Analytics]] ... [[Operations & Maintenance|Predictive Maintenance]] ... [[Forecasting]] ... [[Market Trading]] ... [[Sports Prediction]] ... [[Marketing]] ... [[Politics]] ... [[Excel#Excel - Forecasting|Excel]]
 +
* [[Graph]]
 +
** [[Data Flow Graph (DFG)]]
 +
** [[Graphical Tools for Modeling AI Components]]
 +
* [https://towardsdatascience.com/the-simpsons-meets-data-visualization-ef8ef0819d13 The Simpsons meets Data Visualization | Adam Reevesman -Towards Data Science]
 +
* [[Robotics]] ... [[Transportation (Autonomous Vehicles)|Vehicles]] ... [[Autonomous Drones|Drones]] ... [[3D Model]] ... [[Point Cloud]]
 +
* [[Simulation]] ... [[Simulated Environment Learning]] ... [[Minecraft]]: [[Minecraft#Voyager|Voyager]]
 +
* [[Data Science]] 
 +
** [[Data Governance]]
 +
*** [[Benchmarks]]
 +
*** [[Data Preprocessing]]
 +
**** [[Feature Exploration/Learning]]
 +
**** [[Data Quality]] ...[[AI Verification and Validation|validity]], [[Evaluation - Measures#Accuracy|accuracy]], [[Data Quality#Data Cleaning|cleaning]], [[Data Quality#Data Completeness|completeness]], [[Data Quality#Data Consistency|consistency]], [[Data Quality#Data Encoding|encoding]], [[Data Quality#Zero Padding|padding]], [[Data Quality#Data Augmentation, Data Labeling, and Auto-Tagging|augmentation, labeling, auto-tagging]], [[Data Quality#Batch Norm(alization) & Standardization| normalization, standardization]], and [[Data Quality#Imbalanced Data|imbalanced data]]
 +
*** [[Bias and Variances]]
 +
*** [[Algorithm Administration#Master Data Management (MDM)|Master Data Management (MDM)]]
 +
**** [[Natural Language Processing (NLP)#Managed Vocabularies |Managed Vocabularies]]
 +
**** [[Datasets]]
 +
*** [[Privacy]] in Data Science
 +
*** [[Data Interoperability]]
 
* Tools:
 
* Tools:
 +
** [[Excel]] ... [[LangChain#Documents|Documents]] ... [[Database|Database; Vector & Relational]] ... [[Graph]] ... [[LlamaIndex]]
 
** [[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]]
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** [[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]
+
** [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]
+
** [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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** [[Excel]] ... [[LangChain#Documents|Documents]] ... [[Database]] ... [[Graph]] ... [[Algorithm Administration#AIOps/MLOps|AIOps/MLOps]] ... [[Platforms: AI/Machine Learning as a Service (AIaaS/MLaaS)|AIaaS/MLaaS]]
−
** [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]
+
** [https://www.ibm.com/uk-en/products/cognos-analytics IBM Cognos Analytics]
−
** [http://www.thoughtspot.com/ ThoughtSpot]
+
** [https://www.thoughtspot.com/ ThoughtSpot]
−
** [http://spark.apache.org/ Apache Spark]
+
** [https://spark.apache.org/ Apache Spark]
−
** [http://www.sisense.com/ Sisense]
+
** [https://www.sisense.com/ Sisense]
−
** [http://www.talend.com/ Talend]
+
** [https://www.talend.com/ Talend]
−
** [http://www.salesforce.com/ Salesforce Einstein Analytics]
+
** [https://www.salesforce.com/ Salesforce Einstein Analytics]
−
** [http://www.sas.com/en_gb/software/viya.html SAS Viya]
+
** [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]
+
* [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]
+
* [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]
+
* [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]  
+
* [https://machinelearningmastery.com/data-visualization-methods-in-python/ A Gentle Introduction to Data Visualization Methods in Python | Jason Brownlee - Machine Learning Mastery]
−
* [[Data Flow Graph (DFG)]]
+
* [https://virtualitics.com/ Virtualitics] ... Get more from your data and your team with AI-powered data exploration ... from Descriptive to [[Prescriptive Analytics | Prescriptive]]
−
* [[Explainable / Interpretable AI]]
+
* [[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)]]
 
* [[(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
+
* [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
+
* [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]
+
* [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]
−
* [[3D Simulation Environments]]
 
−
* [[Data Science]] 
 
−
** [[Data Governance]]
 
−
*** [[Benchmarks]]
 
−
*** [[Data Preprocessing]]
 
−
**** [[Feature Exploration/Learning]]
 
−
**** [[Data Quality]] ...[[AI Verification and Validation|validity]], [[Evaluation - Measures#Accuracy|accuracy]], [[Data Quality#Data Cleaning|cleaning]], [[Data Quality#Data Completeness|completeness]], [[Data Quality#Data Consistency|consistency]], [[Data Quality#Data Encoding|encoding]], [[Data Quality#Zero Padding|padding]], [[Data Quality#Data Augmentation, Data Labeling, and Auto-Tagging|augmentation, labeling, auto-tagging]], [[Data Quality#Batch Norm(alization) & Standardization| normalization, standardization]], and [[Data Quality#Imbalanced Data|imbalanced data]]
 
−
*** [[Bias and Variances]]
 
−
*** [[Master Data Management (MDM) / Feature Store / Data Lineage / Data Catalog]]
 
−
**** [[Natural Language Processing (NLP)#Managed Vocabularies |Managed Vocabularies]]
 
−
**** [[Datasets]]
 
−
*** [[Privacy]] in Data Science
 
−
*** [[Data Interoperability]]
 
−
*** [[Excel - Data Analysis]]
 
−
* [[Visualization]]
 
−
* [[Hyperparameter]]s
 
−
* [[Graphical Tools for Modeling AI Components]]
 
−
* [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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−
== <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]
 
−
<youtube>eVwqIFf4eIY</youtube>
 
−
<youtube>hSc4ErJk33A</youtube>
 
−
<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"