How to Build Neural Network in a Simple Way | Neural Network in Python Tutorial | Codegnan

Building Neural Networks in Simple way. In this video you will get to know about how Artificial Intelligence is differ from Machine Learning and Deep Learning. and How Deep Learning is used for building Neural Networks.
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Agenda of this session:

How Neural Network is different from machine learning and what made it's importance?
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Here are the Timestamps to skip through the whole video

00:30 Explaining Neurons Concept
00:54 What is Deep Learning?
02:58 What is short-term memory?
03:32 What is Long-term memory
05:08 What is Skill memory?
08:50 AI vs Machine Learning vs Deep Learning
10:25 Examples of Machine Learning and Deep Learning?
11:58 Explaining AI?
14:27 Some technical terms before implementation
20:20 Differences between Biological Neuron and Artificial Neuron
25:30 What is Artificial Neural network?
26:46 Take a look at Artificial Neuron Model
35:16 Implementation part starts here! - Google Colab
37:08 Importing essential packages for implementation of building a neural network
41:19 Importing Matplotlib
45:36 Using Rectifier Linear Units
47:10 Building a Simple Function using rectifier linear unit
51:02 Building a Simple Neural Network, by taking a data set with hand written numbers using Deep Learning Framework
57:57 Downloading Datasets from s3.amazon because it consists of more than 60,000 training images and testing images
58:42 Building our sequential order starts here

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