What Is Fuzzy Logic? | Fuzzy Logic, Part 1
This video introduces fuzzy logic and explains how you can use it to design a fuzzy inference system (FIS), which is a powerful way to use human experience to design complex systems. Designing a FIS does not require a model, so it works well for complex systems with underlying mechanisms t
From playlist Fuzzy Logic
Introduction to Fuzzy Logic, Fuzzy Logic System, Fuzzy Logic Controller
This video is about the introduction of Fuzzy Logic System which is also referred as Fuzzy Inference System. The basic concept of fuzzy sets and the working principle of a Fuzzy Logic System (Fuzzy Inference System) will be described. A fuzzy controller implemented by a Fuzzy Logic System
From playlist Fuzzy Logic
Fuzzy Logic Systems - Part 2: Fuzzy Inference System
This video is about Fuzzy Logic Systems - Part 2: Fuzzy Inference System
From playlist Fuzzy Logic
Fuzzy Logic Systems - Part 1: Introduction
This video is about Fuzzy Logic Systems - Part 1: Introduction
From playlist Fuzzy Logic
Fuzzy Logic Examples | Fuzzy Logic Part 3
Watch this fuzzy logic example of a fuzzy inference system that can balance a pole on a cart. You can design a fuzzy logic controller using just experience and intuition about the system—no mathematical models necessary. Fuzzy Logic Toolbox: https://bit.ly/3kypWT4?s_eid=PSM_15028 -------
From playlist Fuzzy Logic
Interval Type-2 (IT2) Fuzzy System and its Applications
Abstract: This talk will be delivered in two parts while the first part is a brief introduction of fuzzy logic systems from the control point of view while the second part is about the fuzzy-logic related applications. In the first part, the fuzzy logic system will be introduced and its fu
From playlist Fuzzy Logic
How to create a fuzzy inference system
Learn how to graphically design and simulate fuzzy inference systems using the fuzzy logic designer app. The video demonstrates the steps to create a fuzzy logic to estimate the tip percentage for a waiter based on the quality of food and service. - Build fuzzy inference systems and fuzz
From playlist “How To” with MATLAB and Simulink
Fuzzy Logic Controller Tuning | Fuzzy Logic, Part 4
Cover the basics of data-driven approaches to fuzzy logic controller tuning and fuzzy inference systems. See how to tune fuzzy inference parameters to find optimal solutions. Learn how optimization algorithms, like genetic algorithms and pattern search, can efficiently tune the parameters
From playlist Fuzzy Logic
Evolutionary Approach to Clustering by Ujjwal Maulik
Program Summer Research Program on Dynamics of Complex Systems ORGANIZERS: Amit Apte, Soumitro Banerjee, Pranay Goel, Partha Guha, Neelima Gupte, Govindan Rangarajan and Somdatta Sinha DATE : 15 May 2019 to 12 July 2019 VENUE : Madhava hall for Summer School & Ramanujan hall f
From playlist Summer Research Program On Dynamics Of Complex Systems 2019
Daniel Ranard - QCAs and approximate locality - IPAM at UCLA
Recorded 01 September 2021. Daniel Ranard of the Massachusetts Institute of Technology presents "QCAs and approximate locality" during IPAM's Graduate Summer School: Mathematics of Topological Phases of Matter. Abstract: "Unitary evolutions of quantum lattice systems that preserve locality
From playlist Graduate Summer School 2021: Mathematics of Topological Phases of Matter
Fuzzy Logic Systems - Part 6: Three Fuzzy Inference Systems
This video is about Fuzzy Logic Systems - Part 6: Three Fuzzy Inference Systems
From playlist Fuzzy Logic
CMU Neural Nets for NLP 2017 (17): Adversarial Learning
This lecture (by Graham Neubig) for CMU CS 11-747, Neural Networks for NLP (Fall 2017) covers: * (Generative) Adversarial Networks * Where to use the Adversary?: Features vs. Outputs * GANs on Discrete Outputs * Adversaries on Features Slides: http://phontron.com/class/nn4nlp2017/assets/
From playlist CMU Neural Nets for NLP 2017
Approaching (almost) Any Machine Learning Problem | by Abhishek Thakur | Kaggle Days Dubai | Kaggle
Abhishek Thakur is the chief data scientist at https://boost.ai building state-of-the-art chatbots primarily for banking and insurance industries. His passion lies in solving difficult world problems through data science. He is the co-organizer of the Berlin Machine Learning Meetup and not
From playlist Kaggle Days Dubai Edition | by LogicAI + Kaggle
Deep Learning Lecture 10.2 - Logistic Regression
Probabilistic interpretation of Classification Logistic Regression Catergorial Cross-Entropy
From playlist Deep Learning Lecture
Yann LeCun - Self-Supervised Learning: The Dark Matter of Intelligence (FAIR Blog Post Explained)
#selfsupervisedlearning #yannlecun #facebookai Deep Learning systems can achieve remarkable, even super-human performance through supervised learning on large, labeled datasets. However, there are two problems: First, collecting ever more labeled data is expensive in both time and money.
From playlist Papers Explained
Deep Learning Lecture 5.3 - ConvNets
Convolutional Neural Networks: - Overall Architecture of a CNN Classifier - Convolutional Layers - Nonlinear Activation Function - Pooling or Striding - Boundary (Zero Padding) - LeNet-5 - AlexNet - Convolutions on different topologies
From playlist Deep Learning Lecture
O'Reilly Webcast: Machine Learning for Hackers
We'll introduce programmers to two of the most common tools in the machine learning toolkit: linear regression and logistic regression. We'll show how these two tools let you make a first pass at solving almost any machine learning problem you might face. About John Myles White John Myle
From playlist O'Reilly Webcasts 2
Fuzzy Inference System Walkthrough | Fuzzy Logic, Part 2
This video walks step-by-step through a fuzzy inference system. Learn concepts like membership function shapes, fuzzy operators, multiple-input inference systems, and rule firing strength. Fuzzy Logic Toolbox: https://bit.ly/38xNy7E?s_eid=PSM_15028 ---------------------------------------
From playlist Fuzzy Logic
Kaggle Live-Coding: How to turn text into structured data for NLP | Kaggle
Join Kaggle data scientist Rachael live as she works on data science projects! See all previous livestreams here: https://www.youtube.com/watch?v=i92VI289zWw&list=PLqFaTIg4myu9f21aM1POYVeoaHbFf1hMc SUBSCRIBE: http://www.youtube.com/user/kaggledotcom?sub_confirmation=1&utm_medium=youtube&
From playlist Kaggle Live Coding | Kaggle