Difference between revisions of "Social Network Analysis (SNA)"
m |
|||
| (10 intermediate revisions by the same user not shown) | |||
| Line 2: | Line 2: | ||
|title=PRIMO.ai | |title=PRIMO.ai | ||
|titlemode=append | |titlemode=append | ||
| − | |keywords=artificial, intelligence, machine, learning, models | + | |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 |
| − | |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | + | |
| + | <!-- Google tag (gtag.js) --> | ||
| + | <script async src="https://www.googletagmanager.com/gtag/js?id=G-4GCWLBVJ7T"></script> | ||
| + | <script> | ||
| + | window.dataLayer = window.dataLayer || []; | ||
| + | function gtag(){dataLayer.push(arguments);} | ||
| + | gtag('js', new Date()); | ||
| + | |||
| + | gtag('config', 'G-4GCWLBVJ7T'); | ||
| + | </script> | ||
}} | }} | ||
| − | |||
[http://www.youtube.com/results?search_query=Social+Network+Analysis+SNA YouTube search...] | [http://www.youtube.com/results?search_query=Social+Network+Analysis+SNA YouTube search...] | ||
[http://www.google.com/search?q=Social+Network+Analysis+SNA ...Google search] | [http://www.google.com/search?q=Social+Network+Analysis+SNA ...Google search] | ||
| − | * [[Math for Intelligence]] | + | * [[Math for Intelligence]] ... [[Finding Paul Revere]] ... [[Social Network Analysis (SNA)]] ... [[Dot Product]] ... [[Kernel Trick]] |
| − | + | * [[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]] | |
* [[Python#NetworkX |NetworkX]] for creation, manipulation, and study of the structure, dynamics, and functions of complex networks | * [[Python#NetworkX |NetworkX]] for creation, manipulation, and study of the structure, dynamics, and functions of complex networks | ||
* [[Python#Matplotlib |Matplotlib]] for generating plots, histograms, power spectra, bar charts, errorcharts, scatterplots, etc | * [[Python#Matplotlib |Matplotlib]] for generating plots, histograms, power spectra, bar charts, errorcharts, scatterplots, etc | ||
* [[Knowledge Graphs]] are very useful ways of presenting information about social networks. | * [[Knowledge Graphs]] are very useful ways of presenting information about social networks. | ||
| + | * [http://www.youtube.com/channel/UCqwvCUUnfyL_MdA_uQPZF_A Network Analysis | Leonid Zhukov] | ||
<youtube>px7ff2_Jeqw</youtube> | <youtube>px7ff2_Jeqw</youtube> | ||
<youtube>ja3r4EyM67E</youtube> | <youtube>ja3r4EyM67E</youtube> | ||
| − | <youtube> | + | <youtube>7fsreJMy_pI</youtube> |
| − | <youtube> | + | <youtube>K5xiFDClgjo</youtube> |
| − | <youtube> | + | <youtube>pFMc2qFApEg</youtube> |
| − | <youtube> | + | <youtube>6Lauxn9oTt4</youtube> |
| + | <youtube>HkbMUrgzwMs</youtube> | ||
| + | <youtube>MRCLwmYTVpc</youtube> | ||
| + | <youtube>v_W3aIPy-Xs</youtube> | ||
== Capstone Project: Data and Knowledge Engineering == | == Capstone Project: Data and Knowledge Engineering == | ||
Latest revision as of 07:46, 7 January 2026
YouTube search... ...Google search
- Math for Intelligence ... Finding Paul Revere ... Social Network Analysis (SNA) ... Dot Product ... Kernel Trick
- Analytics ... Visualization ... Graphical Tools ... Diagrams & Business Analysis ... Requirements ... Loop ... Bayes ... Network Pattern
- NetworkX for creation, manipulation, and study of the structure, dynamics, and functions of complex networks
- Matplotlib for generating plots, histograms, power spectra, bar charts, errorcharts, scatterplots, etc
- Knowledge Graphs are very useful ways of presenting information about social networks.
- Network Analysis | Leonid Zhukov
Capstone Project: Data and Knowledge Engineering
Problem Statement: Given an instance of set of nodes (users) in a social network graph, the aim is to find the influencing (important) users and to predict the likelihood of a future association (edge) between two nodes, knowing that there is no association between the nodes in the current state of the graph.
Python Libraries:
- Plotly graphing library for making interactive, publication-quality graphs online.
- IGraph a collection of network analysis tools with the emphasis on efficiency, portability and ease of use. igraph is open source and free.
- NumPy adds support for large, multi-dimensional arrays and matrices along with a large collection of high level mathematical functions to operate on these arrays. (dependency- Scikit)
- SciPy an open source Python library used for scientific computing and technical computing.(dependency- Scikit)
- scikit-learn simple and efficient tool for data mining and data analysis. Used for dimensionality reduction and implementing machine learning algorithms.
