Artificial Intelligence Full Course _ Artificial Intelligence Tutorial for Begineers

Following topics are covered in this video: 00:00 Introduction 02:27 History Of AI 06:45 Demand For AI 08:46 What Is Artificial Intelligence? 09:50 AI Applications 16:49 Types Of AI 20:24 Programming Languages For AI 27:12 Introduction To Machine Learning 28:08 Need For Machine Learning 31:48 What Is Machine Learning? 34:13 Machine Learning Definitions 37:26 Machine Learning Process 49:13 Types Of Machine Learning 49:21 Supervised Learning 52:00 Unsupervised Learning 53:44 Reinforcement Learning 55:29 Supervised vs Unsupervised vs Reinforcement Learning 58:23 Types Of Problems Solved Using Machine Learning 1:04:49 Supervised Learning Algorithms 1:05:17 Linear Regression 1:11:20 Linear Regression Demo 1:26:36 Logistic Regression 1:35:36 Decision Tree 1:55:18 Random Forest 2:07:31 Naive Bayes 2:14:37 K Nearest Neighbour (KNN) 2:20:31 Support Vector Machine (SVM) 2:26:40 Demo (Classification Algorithms) 2:42:36 Unsupervised Learning Algorithms 2:42:45 K-means Clustering 2:50:49 Demo (Unsupervised Learning) 2:56:40 Reinforcement Learning 3:24:36 Demo (Reinforcement Learning) 3:31:41 AI vs Machine Learning vs Deep Learning 3:33:08 Limitations Of Machine Learning 3:36:32 Introduction To Deep Learning 3:38:36 How Deep Learning Works? 3:40:48 What Is Deep Learning? 3:41:50 Deep Learning Use Case 3:43:14 Single Layer Perceptron 3:50:56 Multi Layer Perceptron (ANN) 3:52:55 Backpropagation 3:54:39 Training A Neural Network 4:01:02 Limitations Of Feed Forward Network 4:03:18 Recurrent Neural Networks 4:05:36 Convolutional Neural Networks 4:09:00 Demo (Deep Learning) 4:29:02 Natural Language Processing 4:30:53 What Is Text Mining? 4:32:43 What Is NLP? 4:33:26 Applications Of NLP 4:35:53 Terminologies In NLP 4:41:19 NLP Demo 4:47:21 Machine Learning Masters Program SOME OF THE USEFULL COURSES IN MINIMAL PRICES TO ENHANCE YOUR SKILLS. Complete Android App development - https://courses.wscubetech.com/s/store/courses/description/62eb71c70cf2d187e0aaace1--android-app-development-certification-course-java-kotlin?affCode=N3KN2I C++ programming language (Basic to Advanced) - https://courses.wscubetech.com/s/store/courses/description/5ee0cd020cf2a9ef14d97beb--C-plus-plus-Programming-from-Beginner-to-Beyond?affCode=N3KN2I All about mastery in C programming language - https://courses.wscubetech.com/s/store/courses/description/5e8591d60cf24949dec2c88f--All-about-Mastery-in-C-Programming-Course?affCode=N3KN2I Complete Ethical Hacking and Penetration -https://courses.wscubetech.com/s/store/courses/description/60cc4bac0cf23b21faf4f153--Ethical-Hacking-Mastery-Course?affCode=N3KN2I Web Development certification course - https://courses.wscubetech.com/s/store/courses/description/606b158f0cf2ff7130547e44--Web-Development-Masterclass-Complete-Certificate-Course?affCode=N3KN2I Complete Front-End web development - https://courses.wscubetech.com/s/store/courses/description/5f5338c60cf2d7d974471146--The-Complete-Front-End-Web-Development-Course-1599289542591?affCode=N3KN2I Javascript for beginners learn step by step - https://courses.wscubetech.com/s/store/courses/description/5f4f8a0c0cf244357e65e13b--JavaScript?affCode=N3KN2I R programming language for Machine learning and Data science - https://courses.wscubetech.com/s/store/courses/description/5efe18cd0cf2f8f537be1141--R-Programming-For-Machine-Learning-and-Data-Science?affCode=N3KN2I ********************************THANKS FOR WATCHING********************************