The document discusses four types of machine learning: supervised learning, where algorithms use labeled data; unsupervised learning, which analyzes unlabeled data for patterns; and semi-supervised learning that combines both approaches. It also mentions reinforcement learning, where algorithms learn through a feedback system. Additionally, it highlights the role of Innvonix Tech Solutions in providing machine learning and AI development services.

1. Types of Machine Learning
You Must Know
In this presentation, we will discuss about the
different types of Machine Learning. So, let’s start.

2. Supervised Learning:
When we talk about supervised learning, here, data scientists
provide algorithms with labeled training data and identify the
variables they want to test for correlations with the training
data. Detailed inputs and outputs are provided for the
algorithm.

3. Unsupervised Learning:
This unsupervised learning involves algorithms that learn
from the data that is not labeled. During this process, the
algorithms scan through the entire datasets to look for any
meaningful connections. Predictions or recommendations are
outputted by algorithms according to predetermined data.

4. Semi-Supervised Learning:
In semi-supervised learning, an algorithm can be trained
mostly with labeled training data, but by allowing the
algorithm to explore the data independently, the model can
build its understanding of the data.

5. Reinforcement Learning:
Reinforcement learning is typically used by data scientists to
teach machines to complete a complex process where strict
rules apply. The algorithm is programmed to perform a task
and is given positive or negative feedback as it completes it.
Most of the time, the algorithm decides its course on its own.

6. I hope you got the idea about how these four types of
Machine Learning are categorized. In today’s world,
Machine learning is used widely in a range of
applications. This can help enterprises to understand
the depth of their customer level.

7. About Innvonix Tech Solutions
Innvonix Tech Solutions is one of the leading web
development companies in India and we can help
businesses and enterprises with machine learning and
artificial intelligence. If you are looking to hire machine
learning and AI developers then we can help you. Let’s
connect today.