โœจTry MagicTask: Your AI-Powered Task Assistant!

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

By - edureka!
Overview
Certification
Reminders

Description

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

Course Content

Introduction to Artificial Intelligence Course
1
2 min

Introduction to Artificial Intelligence Course

5 Questions Ready
History Of AI
2
4 min

History Of AI

5 Questions Locked
Demand For AI
3
2 min

Demand For AI

5 Questions Locked
What Is Artificial Intelligence?
4
1 min

What Is Artificial Intelligence?

5 Questions Locked
AI Applications
5
6 min

AI Applications

5 Questions Locked
Types Of AI
6
3 min

Types Of AI

5 Questions Locked
Programming Languages For AI
7
6 min

Programming Languages For AI

5 Questions Locked
Introduction To Machine Learning
8
56 sec

Introduction To Machine Learning

5 Questions Locked
Need For Machine Learning
9
3 min

Need For Machine Learning

5 Questions Locked
What Is Machine Learning?
10
2 min

What Is Machine Learning?

5 Questions Locked
Machine Learning Definitions
11
3 min

Machine Learning Definitions

5 Questions Locked
Machine Learning Process
12
11 min

Machine Learning Process

5 Questions Locked
Types Of Machine Learning
13
8 sec

Types Of Machine Learning

5 Questions Locked
Supervised Learning
14
2 min

Supervised Learning

5 Questions Locked
Unsupervised Learning
15
1 min

Unsupervised Learning

5 Questions Locked
Reinforcement Learning
16
1 min

Reinforcement Learning

5 Questions Locked
Supervised vs Unsupervised vs Reinforcement Learning
17
2 min

Supervised vs Unsupervised vs Reinforcement Learning

5 Questions Locked
Types Of Problems Solved Using Machine Learning
18
6 min

Types Of Problems Solved Using Machine Learning

5 Questions Locked
Supervised Learning Algorithms
19
28 sec

Supervised Learning Algorithms

5 Questions Locked
Linear Regression
20
6 min

Linear Regression

5 Questions Locked
Linear Regression Demo
21
15 min

Linear Regression Demo

5 Questions Locked
Logistic Regression
22
9 min

Logistic Regression

5 Questions Locked
Decision Tree
23
19 min

Decision Tree

5 Questions Locked
Random Forest
24
12 min

Random Forest

5 Questions Locked
Naive Bayes
25
7 min

Naive Bayes

5 Questions Locked
K Nearest Neighbour (KNN)
26
5 min

K Nearest Neighbour (KNN)

5 Questions Locked
Support Vector Machine (SVM)
27
6 min

Support Vector Machine (SVM)

5 Questions Locked
Demo (Classification Algorithms)
28
15 min

Demo (Classification Algorithms)

5 Questions Locked
Unsupervised Learning Algorithms
29
9 sec

Unsupervised Learning Algorithms

5 Questions Locked
K-means Clustering
30
8 min

K-means Clustering

5 Questions Locked
Demo (Unsupervised Learning)
31
5 min

Demo (Unsupervised Learning)

5 Questions Locked
Reinforcement Learning
32
27 min

Reinforcement Learning

5 Questions Locked
Demo (Reinforcement Learning)
33
7 min

Demo (Reinforcement Learning)

5 Questions Locked
AI vs Machine Learning vs Deep Learning
34
1 min

AI vs Machine Learning vs Deep Learning

5 Questions Locked
Limitations Of Machine Learning
35
3 min

Limitations Of Machine Learning

5 Questions Locked
Introduction To Deep Learning
36
2 min

Introduction To Deep Learning

5 Questions Locked
How Deep Learning Works?
37
2 min

How Deep Learning Works?

5 Questions Locked
What Is Deep Learning?
38
1 min

What Is Deep Learning?

5 Questions Locked
Deep Learning Use Case
39
1 min

Deep Learning Use Case

5 Questions Locked
Single Layer Perceptron
40
7 min

Single Layer Perceptron

5 Questions Locked
Multi Layer Perceptron (ANN)
41
1 min

Multi Layer Perceptron (ANN)

5 Questions Locked
Backpropagation
42
1 min

Backpropagation

5 Questions Locked
Training A Neural Network
43
6 min

Training A Neural Network

5 Questions Locked
Limitations Of Feed Forward Network
44
2 min

Limitations Of Feed Forward Network

5 Questions Locked
Recurrent Neural Networks
45
2 min

Recurrent Neural Networks

5 Questions Locked
Convolutional Neural Networks
46
3 min

Convolutional Neural Networks

5 Questions Locked
Demo (Deep Learning)
47
20 min

Demo (Deep Learning)

5 Questions Locked
Natural Language Processing
48
1 min

Natural Language Processing

5 Questions Locked
What Is Text Mining?
49
1 min

What Is Text Mining?

5 Questions Locked
What Is NLP?
50
43 sec

What Is NLP?

5 Questions Locked
Applications Of NLP
51
2 min

Applications Of NLP

5 Questions Locked
Terminologies In NLP
52
5 min

Terminologies In NLP

5 Questions Locked
NLP Demo
53
6 min

NLP Demo

5 Questions Locked
Machine Learning Masters Program
54
5 min

Machine Learning Masters Program

5 Questions Locked
AI Mentor