Monday, December 6, 2021

g-f(2)707 THE BIG PICTURE OF THE DIGITAL AGE (12/6/2021), geniouxfacts, A Stanford Playlist That Is An Exceptional "Full Pack Golden Knowledge Container" On AI

ULTRA-condensed knowledge

"g-f" fishing of golden knowledge (GK) of the fabulous treasure of the digital ageArtificial Intelligence, Foundational Knowledge (12/6/2021)  g-f(2)426 


EXCEPTIONAL “Full Pack Golden Knowledge Container”, geniouxfacts

  • Within the fabulous treasure of the digital age, containers of rare golden knowledge can be fished.
  • The Playlist “Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2019” is an exceptional “Full Pack Golden Knowledge Container” because is foundational knowledge in artificial intelligence (AI) of exceptional quality from an academic, research and application point of view.

Genioux knowledge fact condensed as an image

Lecture 1: Overview | Stanford CS221: AI (Autumn 2019)


Extra-condensed knowledge

Lecture 2: Machine Learning 1 - Linear Classifiers, SGD | Stanford CS221: AI (Autumn 2019)

Lecture 3: Machine Learning 2 - Features, Neural Networks | Stanford CS221: AI (Autumn 2019)

Lecture 4: Machine Learning 3 - Generalization, K-means | Stanford CS221: AI (Autumn 2019)

Lecture 5: Search 1 - Dynamic Programming, Uniform Cost Search | Stanford CS221: AI (Autumn 2019)

Condensed knowledge

Lecture 6: Search 2 - A* | Stanford CS221: AI (Autumn 2019)

Lecture 7: Markov Decision Processes - Value Iteration | Stanford CS221: AI (Autumn 2019)

Lecture 8: Markov Decision Processes - Reinforcement Learning | Stanford CS221: AI (Autumn 2019)

Lecture 9: Game Playing 1 - Minimax, Alpha-beta Pruning | Stanford CS221: AI (Autumn 2019)

Lecture 10: Game Playing 2 - TD Learning, Game Theory | Stanford CS221: AI (Autumn 2019)

Some relevant characteristics of this "genioux fact"

  • Category 2: The Big Picture of the Digital Age
  • [genioux fact deduced or extracted from Stanford]
  • This is a “genioux fact fast solution.”
  • Tag Opportunities those travelling at high speed on GKPath
  • Type of essential knowledge of this “genioux fact”: Essential Analyzed Knowledge (EAK).
  • Type of validity of the "genioux fact". 

    • Inherited from sources + Supported by the knowledge of one or more experts.


“genioux facts”: The online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)707, Fernando Machuca, December 6, 2021, Corporation.


PhD with awarded honors in computer science in France

Fernando is the director of "genioux facts". He is the entrepreneur, researcher and professor who has a disruptive proposal in The Digital Age to improve the world and reduce poverty + ignorance + violence. A critical piece of the solution puzzle is "genioux facts"The Innovation Value of "genioux facts" is exceptional for individuals, companies and any kind of organization.

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