The Best Online Resources for Artificial Intelligence to Teach/Learn

-
Text Material 
https://www.tutorialspoint.com/artificial_intelligence/index.htm

 Expert System & Knowledge Representation
https://www.tutorialspoint.com/artificial_intelligence/artificial_intelligence_expert_systems.htm

 Book Download
https://www.academia.edu/16525301/Artificial_intelligence_tutorial?auto=download

 Video Material
https://www.topzenith.com/2018/02/top-10-best-artificial-intelligence-video-tutorials.html

https://www.youtube.com/watch?v=YT5KhoEh7ns

 Artificial Intelligence for Beginners
https://www.favouriteblog.com/six-easy-steps-to-get-started-learning-artificial-intelligence/
Knowledge Representation
http://groups.csail.mit.edu/medg/ftp/psz/k-rep.html

http://www.doc.ic.ac.uk/~sgc/teaching/pre2012/v231/lecture4.html

http://intelligence.worldofcomputing.net/category/knowledge-representation

https://www.tutorialride.com/artificial-intelligence/knowledge-representation-nlp-in-ai.htm

NPTEL COURSE
https://onlinecourses.nptel.ac.in/noc16_cs02/preview

YOUTUBE VIDEO
https://www.youtube.com/watch?v=0G5UjDW7WNc

https://www.cs.ru.nl/P.Lucas/teaching/KeR/

https://www.wisdomjobs.com/e-university/artificial-intelligence-tutorial-340/some-approaches-to-knowledge-representation-and-ai-12379.html

https://www.slideshare.net/YasirAhmedKhan/5-knowledgerepresentation-10-sldes

https://www.slideshare.net/Vishalchd11/knowledge-representation-in-ai

BOOK
https://cse.buffalo.edu/~shapiro/Courses/CSE563/Slides/krrSlides.pdf

https://www.wiziq.com/tutorial/94113-AI-Knowledge-Representation-Schemes
AI Experiments
https://explosion.ai/demos/
https://experiments.withgoogle.com/collection/ai

SOCIAL PROJECTS: https://www.demos.co.uk

FREE DEMO BUT PRODUCTS ARE LICENSED 
https://www.softwaresuggest.com/artificial-intelligence-software

DEMOS BY AT TOPIC: 
http://aima.cs.berkeley.edu/demos.html

Programming Languages for Artificial Intelligence LISP, PROLOG & PYTHON

LISP (List Processing) is that high level language which impresses AI developers quite well and has been used in many classic AI Projects as well.
Best features of LISP:
  • Supports Symbolic Programming.
  • Garbage Collection
  • Syntax Uniformity.
  • Extensible.
  • Rapid Prototyping.
  • Machine Translations.
  • Great prototyping tool
The reason Prolog is preferred for AI solutions is that it pretty much revolves around a dedicated set of mechanisms which consists of a small, flexible yet well-built programming framework.
Best features of Prolog:
  • Logic-based development.
  • Expert system implementation.
  • Easy rule implementation.
  • Pattern matching.
  • Supports backtracking.
  • List handling mechanism.
One of the leading languages used for developing AI Projects is Python which is because of its simplicity and easy coding behavior and is especially used in health-related startups involving AI.
Best features of Python:
  • Practical versions of libraries. (tensorflow, numpy, VTK, Simple AI)
  • Open Source Libraries. (Numpy, Matplotlib)
  • Great Framework. (scikit-learn)
  • Effortless prototyping and building of apps.
  • Easy to learn.
  • Open Source.
  • Modular programming.
  • Fast testing

Mini Projects for AI
Chat Bot
https://www.codementor.io/edwardzionsaji/simple-voice-enabled-chat-bot-in-python-kt2qi5oke

 Natural Language Processing
https://www.codementor.io/dan555/learning-ai-if-you-suck-at-math-p7-the-magic-of-natural-language-processing-85lsnv7ic

 IBM WATSON
https://www.ibm.com/watson/?lnk=404

 Humanoid Robots (Made in India)
https://www.favouriteblog.com/humanoid-robot-india/

 Blog for AI
https://www.favouriteblog.com

 Have  a Glimpse of Games to feel AI
https://www.wired.com/2017/05/want-glimpse-power-ai-play-games/

Simple Recommender System
https://medium.com/ai-society/a-concise-recommender-systems-tutorial-fa40d5a9c0fa

 https://www.toptal.com/algorithms/predicting-likes-inside-a-simple-recommendation-engine

 https://rpubs.com/alakhani33/329007

 Building a recommendation system in Python – as easy as 1-2-3!
http://www.data-mania.com/blog/recommendation-system-python/

 The eight types of AI you should know about

 Book Recommendation System. . .

 https://towardsdatascience.com/my-journey-to-building-book-recommendation-system-5ec959c41847

Comments

Post a Comment

Popular posts from this blog

Hadoop Introduction & Terminologies - PART 2

-
Image
Please refer the previous article for continuity. Click here for the link. https://educationforempowerment.blogspot.com/2018/11/hadoop-eco-systems-part-1.html Fundamentals The foundation of Big Data & Hadoop Eco System lays on Distributed Operating System, Distributed File System, Data Structures and Database Management System. A distributed system is a model in which components on networked computers communicate and coordinate their actions by passing messages.  How does a distributed System Work? Single machine having multiple I/O channels and each channel is cable to stream the data 100MB's. In recent times, distributed systems have been replaced by Hadoop. Hadoop is used to overcome the shortfalls  of distributed systems like high chances of system failure, limited bandwidth and high programming complexity. Hadoop Hadoop is  framework that allows distributed processing of large datasets across clusters of computers using single programming ...
Read more

Krishna University Workshop - Pre Workshop Materials

-
Flashback Recorder Manual https://docs.google.com/document/d/1KgcLS3__tn-6IqAokTHmm1woTOrAhVg_67hbE_7UZlw/edit?usp=sharing Flipped Learning https://www.youtube.com/watch?v=cXe_fUOJIEA&t=331s Course Design Using Web 2.0 https://www.youtube.com/watch?v=0cIl4Am1L0o&t=634s How Mind-Map Helps Learning? https://www.youtube.com/watch?v=vGwD20lbPh4&t=123s How Cognitive Load Theory Helps in Effective Presentation? https://www.youtube.com/watch?v=eh5G7cYdO4Q&t=49s YouTube Channel Link https://www.youtube.com/channel/UCVWJTqAEKFxxaifbXJZ_dqg/videos Blog Articles Electronic Circuit Simulation https://educationforempowerment.blogspot.com/2018/09/electronic-circuit-simulation.html Learn Chemistry with Animations and Simulation Softwares https://educationforempowerment.blogspot.com/2018/08/learning-chemistry-with-animations-and.html Learn Physics with Visuals and Applications - Becomes Meanigful!! https://educationf...
Read more

Loyola Academy Day 1 Recordings

-
LOYOLA Academy - Day 1 Online Workshop Material https://youtu.be/YqzMBhkHmGA Prezi Link https://prezi.com/view/nbSMLXtD1DGrQsR8LIsg/ Google Sheet Link  - List of Software and Tool (more than 100 software) https://docs.google.com/spreadsheets/d/1-ZWuw2lKjmsAKw4Y1GKvWF8aiVxEZrhcDszfi_NKLpc/edit?usp=sharing Flashback Recorder Manual https://docs.google.com/document/d/1KgcLS3__tn-6IqAokTHmm1woTOrAhVg_67hbE_7UZlw/edit?usp=sharing Flipped Learning https://www.youtube.com/watch?v=cXe_fUOJIEA&t=331s Course Design Using Web 2.0 https://www.youtube.com/watch?v=0cIl4Am1L0o&t=634s How Mind-Map Helps Learning? https://www.youtube.com/watch?v=vGwD20lbPh4&t=123s How Cognitive Load Theory Helps in Effective Presentation? https://www.youtube.com/watch?v=eh5G7cYdO4Q&t=49s YouTube Channel Link https://www.youtube.com/channel/UCVWJTqAEKFxxaifbXJZ_dqg/videos Blog Articles Electronic Circuit Simulation https://educat...
Read more