Artificial Intelligence and Machine Learning For Beginners |Artificial Intelligence Machine Learning

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Published on March 4, 2021 10:11:31 PM ● Video Link: https://www.youtube.com/watch?v=PoTarJp7Pxk

Duration: 8:22:02

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🔵 In this Artificial Intelligence and Machine Learning For Beginners video, you will learn end to end about AI and ML its vast domain. So this Artificial Intelligence Machine Learning video covers all the topics of AI and ML along with Machine Learning projects, Artificial Intelligence project,s and interview questions is an exhaustive tutorial for you to get started with AI. This AI & ML Course for Beginners is a must-watch video for everyone who wishes to learn AI and make a career in it.

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The following topics are covered in this video:
0:00 - Introduction
01:31 - Why Artificial Intelligence?
07:06 - What is Intelligence?
09:10 - Difference between AI, ML, & DL
11:38 - Machine Learning around You!
14:39 - Introduction to Machine Learning
16:24 - Machine Learning Types
24:12 - Machine Learning Algorithms
25:34 - Limitations of Machine Learning
26:12 - Introduction to Deep Learning
29:06 - Applications of Deep Learning
29:43 - How Does Deep Learning Work?
33:03 - What is Neural Network?
38:47 - Artificial Neurons
02:05:43 - Why do we Need Activation Functions?
02:06:16 - Types of Activation Functions
02:40:24 - Benefits of Using Artificial Neural Networks
02:41:41 - Perceptron Training Algorithm
02:42:35 - Deep Learning Frameworks
02:45:21 - TensorFlow
02:48:04 - Keras
02:52:49 - PyTorch
02:55:01 - DL4J
02:58:00 - MXNet
03:00:00 - What are Tensors?
03:02:59 - Computational Graph
03:05:38 - Program Elements in TensorFlow
03:23:43 - Use Case 1
03:31:30 - Multi-layer Perceptron
03:33:04 - Use Case 1: Solution
03:43:39 - Backpropagation Algorithm
04:27:23 - Problem Statement
05:54:25 - What is Fraud?
05:55:12 - Types of Frauds
05:55:55 - Rule-Based Approach for Fraud Detection
05:57:23 - Data Science for Fraud Detection
06:01:17 - Challenges of Fraud Detection Model
06:56:50 - Comparison AI vs ML.
07:05:03 - When to use: AI or ML?
07:06:38 - Why do we need Artificial Intelligence?
07:08:57 - Artificial Intelligence Developers
07:17:17 - Step by Step Guid: AI Developer
07:22:55 - AI Developer: Job Descriptions
07:24:34 - AI Developer: Average Salary
07:25:21 - Artificial Intelligence Interview Questions

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