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

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๐Ÿ”ฅ Machine Learning Engineer Masters Program (Use Code "๐˜๐Ž๐”๐“๐”๐๐„๐Ÿ๐ŸŽ"): https://www.edureka.co/masters-program/machine-learning-engineer-training This Edureka video on "Artificial Intelligence Full Course" will provide you with a comprehensive and detailed knowledge of Artificial Intelligence concepts with hands-on examples. The following topics are covered in this Artificial Intelligence Full Course: 00:00 Introduction to Artificial Intelligence Course 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 ๐Ÿ”ด Do subscribe to our channel and hit the bell icon to never miss an update from us in the future: https://goo.gl/6ohpTV Python Full Course: https://www.youtube.com/watch?v=WGJJIrtnfpk Statistics and Probability Tutorial: https://www.youtube.com/watch?v=XcLO4f1i4Yo ๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐๐ฒ๐ญ๐ก๐จ๐ง ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐ ๐ฌ ๐Ÿ”ต Python Programming Certification: http://bit.ly/37rEsnA ๐Ÿ”ต Python Certification Training for Data Science: http://bit.ly/2Gj6fux ๐Ÿ”ด. ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐ฌ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ ๐Ÿ”ต Data Scientist Masters Program: http://bit.ly/2t1snGM ๐Ÿ”ต Machine Learning Engineer Masters Program: https://bit.ly/3Hi1sXN ๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐”๐ง๐ข๐ฏ๐ž๐ซ๐ฌ๐ข๐ญ๐ฒ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ ๐Ÿ”ต Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh ๐Ÿ”ต University of Cambridge Online Certifications: https://bit.ly/3RSNTXi ๐Ÿ“ข๐Ÿ“ข ๐“๐จ๐ฉ ๐Ÿ๐ŸŽ ๐“๐ซ๐ž๐ง๐๐ข๐ง๐  ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ ๐ญ๐จ ๐‹๐ž๐š๐ซ๐ง ๐ข๐ง ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ’ ๐’๐ž๐ซ๐ข๐ž๐ฌ ๐Ÿ“ข๐Ÿ“ข โฉ NEW Top 10 Technologies To Learn In 2024 - https://www.youtube.com/watch?v=vaLXPv0ewHU Check out the entire Machine Learning Playlist: https://bit.ly/2NG9tK4 Check out the entire Machine Learning Blog list: https://bit.ly/2V2MnDW #edureka #artificialIntelligence #artificialIntelligenceTutorial #artificialIntelligenceFullCourse #artificialIntelligenceEngineer ๐Ÿ“Œ๐“๐ž๐ฅ๐ž๐ ๐ซ๐š๐ฆ: https://t.me/edurekaupdates ๐Ÿ“Œ๐“๐ฐ๐ข๐ญ๐ญ๐ž๐ซ: https://twitter.com/edurekain ๐Ÿ“Œ๐‹๐ข๐ง๐ค๐ž๐๐ˆ๐ง: https://www.linkedin.com/company/edureka ๐Ÿ“Œ๐ˆ๐ง๐ฌ๐ญ๐š๐ ๐ซ๐š๐ฆ: https://www.instagram.com/edureka_learning/ ๐Ÿ“Œ๐…๐š๐œ๐ž๐›๐จ๐จ๐ค: https://www.facebook.com/edurekaIN/ ๐Ÿ“Œ๐’๐ฅ๐ข๐๐ž๐’๐ก๐š๐ซ๐ž: https://www.slideshare.net/EdurekaIN ๐Ÿ“Œ๐‚๐š๐ฌ๐ญ๐›๐จ๐ฑ: https://castbox.fm/networks/505?country=IN ๐Ÿ“Œ๐Œ๐ž๐ž๐ญ๐ฎ๐ฉ: https://www.meetup.com/edureka/ ๐Ÿ“Œ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ: https://www.edureka.co/community/ ------------------------------------- About the Masters Program Edurekaโ€™s Machine Learning Engineer Masters Program makes you proficient in techniques like Supervised Learning, Unsupervised Learning and Natural Language Processing. It includes training on the latest advancements and technical approaches in Artificial Intelligence & Machine Learning such as Deep Learning, Graphical Models and Reinforcement Learning. The Master's Program Covers Topics LIke: Python Programming PySpark HDFS Spark SQL Machine Learning Techniques and Artificial Intelligence Types Tokenization Named Entity Recognition Lemmatization Supervised Algorithms Unsupervised Algorithms Tensor Flow Deep learning Keras Neural Networks Bayesian and Markovโ€™s Models Inference Decision Making Bandit Algorithms Bellman Equation Policy Gradient Methods. ------------- Please write back to us at sales@edureka.in or call us at IND: 9606058406 / US: +18338555775 (toll-free) for more information

Chapters

Introduction to Artificial Intelligence Course
Introduction to Artificial Intelligence Course
2 min
History Of AI
History Of AI
4 min
Demand For AI
Demand For AI
2 min
What Is Artificial Intelligence?
What Is Artificial Intelligence?
1 min
AI Applications
AI Applications
6 min
Types Of AI
Types Of AI
3 min
Programming Languages For AI
Programming Languages For AI
6 min
Introduction To Machine Learning
Introduction To Machine Learning
56 sec
Need For Machine Learning
Need For Machine Learning
3 min
What Is Machine Learning?
What Is Machine Learning?
2 min
Machine Learning Definitions
Machine Learning Definitions
3 min
Machine Learning Process
Machine Learning Process
11 min
Types Of Machine Learning
Types Of Machine Learning
8 sec
Supervised Learning
Supervised Learning
2 min
Unsupervised Learning
Unsupervised Learning
1 min
Reinforcement Learning
Reinforcement Learning
1 min
Supervised vs Unsupervised vs Reinforcement Learning
Supervised vs Unsupervised vs Reinforcement Learning
2 min
Types Of Problems Solved Using Machine Learning
Types Of Problems Solved Using Machine Learning
6 min
Supervised Learning Algorithms
Supervised Learning Algorithms
28 sec
Linear Regression
Linear Regression
6 min
Linear Regression Demo
Linear Regression Demo
15 min
Logistic Regression
Logistic Regression
9 min
Decision Tree
Decision Tree
19 min
Random Forest
Random Forest
12 min
Naive Bayes
Naive Bayes
7 min
K Nearest Neighbour (KNN)
K Nearest Neighbour (KNN)
5 min
Support Vector Machine (SVM)
Support Vector Machine (SVM)
6 min
Demo (Classification Algorithms)
Demo (Classification Algorithms)
15 min
Unsupervised Learning Algorithms
Unsupervised Learning Algorithms
9 sec
K-means Clustering
K-means Clustering
8 min
Demo (Unsupervised Learning)
Demo (Unsupervised Learning)
5 min
Reinforcement Learning
Reinforcement Learning
27 min
Demo (Reinforcement Learning)
Demo (Reinforcement Learning)
7 min
AI vs Machine Learning vs Deep Learning
AI vs Machine Learning vs Deep Learning
1 min
Limitations Of Machine Learning
Limitations Of Machine Learning
3 min
Introduction To Deep Learning
Introduction To Deep Learning
2 min
How Deep Learning Works?
How Deep Learning Works?
2 min
What Is Deep Learning?
What Is Deep Learning?
1 min
Deep Learning Use Case
Deep Learning Use Case
1 min
Single Layer Perceptron
Single Layer Perceptron
7 min
Multi Layer Perceptron (ANN)
Multi Layer Perceptron (ANN)
1 min
Backpropagation
Backpropagation
1 min
Training A Neural Network
Training A Neural Network
6 min
Limitations Of Feed Forward Network
Limitations Of Feed Forward Network
2 min
Recurrent Neural Networks
Recurrent Neural Networks
2 min
Convolutional Neural Networks
Convolutional Neural Networks
3 min
Demo (Deep Learning)
Demo (Deep Learning)
20 min
Natural Language Processing
Natural Language Processing
1 min
What Is Text Mining?
What Is Text Mining?
1 min
What Is NLP?
What Is NLP?
43 sec
Applications Of NLP
Applications Of NLP
2 min
Terminologies In NLP
Terminologies In NLP
5 min
NLP Demo
NLP Demo
6 min
Machine Learning Masters Program
Machine Learning Masters Program
5 min
AI Mentor