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👉Following topics are covered in this video:
0:00 – Artificial Intelligence tutorial
01:41 – Dartmouth conference
04:23 – What is Artificial Intelligence
07:30 – Timeline of Artificial Intelligence
19:00 – Types of Artificial Intelligence
21:47 – What makes Artificial Intelligence, Intelligent?
24:42 – Fun fact about Artificial Intelligence
26:03 – Dark Side of Artificial Intelligence
27:15 – Myths vs Facts of Artificial Intelligence
30:30 – Domains of Artificial Intelligence
32:50 – Final thoughts on Artificial Intelligence
33:26 – What is Intelligence?
34:35 – What makes Humans Intelligent?
35:45 – Difference between AI & Ml & Deep Learning
38:05 – Machine Learning real time Applications
41:05 – What is Machine Learning
41:40 – How does Machine Learn?
42:45 – Types of Machine Learning
49:33 – Machine Learning Algorithms
50:04 – Limitations of Machine Learning
51:40 – Introduction to Deep Learning
54:05 – Application of Deep Learning
55:15 – How deep Learning Works?
56:34 – What is a Neural Network?
57:25 – Artificial Neural Network(ANN)
58:35 – Topology of a Neural Network
59:28 – How do Neurons work?
01:00:03 – Artificial Neurons in detail
01:01:07 – How does the Perceptron work?
01:02:00 – Concept of weights
01:02:25 – Why do we need Activation Functions?
01:04:00 – Types of Activation Functions
01:06:47 – Training a Perceptron
01:07:49 – Perceptron Training Algorithm
01:08:38 – Benefits of using Artificial Neural Network
01:10:24 – Deep Learning Frameworks
01:13:55 – What are Tensors?
01:14:53 – Computational Graph
01:15:51 – Program Elements in TensorFlow
01:16:15 – Working on constants in Jupiter note book
01:24:10 – Working on Placeholders in Jupiter note book
01:30:12 – Working on Variables in Jupiter note book
01:36:34 – Introduction to Neural Networks in Jupiter notebook
02:23:55 – Multi layer Perceptron Architecture
03:09:40 – Working in TensorFlow
04:21:18 – Convolutional Neural Network (CNN)
05:08:23 – Demo on CNN
06:19:34 – Face Recognition Project in Artificial Intelligence
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Why should you opt for a Artificial Intelligence career?
If you want to fast-track your career then you should strongly consider Artificial Intelligence. The reason for this is that it is one of the fastest growing technology. There is a huge demand for professionals in Artificial Intelligence. The salaries for A.I. Professionals is fantastic.There is a huge growth opportunity in this domain as well. Hence this Intellipaat Artificial Intelligence tutorial is your stepping stone to a successful career!
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