Types of Machine Learning for Beginners | Types of Machine learning in Hindi | Types of ML in Depth

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In this video, what are the various types of Machine Learning and their sub-types.
Types of learning that you must be familiar with as a machine learning practitioner are:

1. Supervised Machine Learning
2. Semi-supervised Learning
3. Unsupervised Learning
4. Reinforcement Learning

Resources used in this video:

The Beer and Diaper Story:

Alphago Documentary:

Dimensionality Reduction in action:

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⌚Time Stamps⌚

00:00 - Intro
00:45 - Types of ML
01:50 - Supervised Learning
08:10 - Unsupervised Learning
20:55 - Semi Supervised Learning
27:25 - Outro
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03:28 There are 4 types of machine learning: supervised, unsupervised, semi-supervised, and reinforcement learning.
06:56 Supervised machine learning involves understanding the relationship between input and output data and making predictions on new input.
10:24 Supervised machine learning involves predicting a numerical value or a category based on input and output data.
13:52 Clustering and dimensionality reduction are powerful techniques in machine learning.
17:20 Dimensionality reduction is a powerful technique used to reduce the number of features in a dataset.
20:48 Unsupervised learning has 4 important use cases.
24:16 Semi-supervised learning reduces the need for manual labeling of data by automatically labeling most of the data points
27:42 Reinforcement learning is a technique where an agent learns to maximize rewards and minimize punishment in a given environment.

kkpkcdc
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bankimdas
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Howto-tyru
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rohitekka
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lamishajoshi
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Lecture - 3 Completed ✅

PrithaMajumder
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iam_shiv