Artificial Intelligence Courses, Edureka, Brain4ce Education Solutions Private Limited, Bangalore, Karnataka, India


Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka

Jun 2, 2019

This Edureka video on "Artificial Intelligence" will provide you with a comprehensive and detailed knowledge of Artificial Intelligence concepts with hands-on examples.

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
 
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