Machine learning is a branch of AI that allows computers to learn without being explicitly programmed. There are three main types of machine learning: supervised learning which uses labeled examples to learn a mapping between inputs and outputs, unsupervised learning which finds patterns in unlabeled data without target variables, and reinforcement learning where an agent learns through trial-and-error using feedback from its environment. LearnBay is a data science institute in Bangalore that provides machine learning and data science training and certifications.

2.  Machine learning is a branch of artificial intelligence (AI) that allows
computers to learn and develop on their own without having to be
directly programmed. Machine learning is concerned with the
development of computer programmes that can access data and
learn on their own.
 Some of the examples are
Image Recognition. Image recognition is one of the most common
uses of machine learning.
Speech Recognition. Speech recognition is the translation of spoken
words into the text.

3.  Supervised Learning
Supervised learning describes a class of problem
that involves using a model to learn a mapping
between input examples and the target variable.
Applications in which the training data comprises
examples of the input vectors along with their
corresponding target vectors are known as
supervised learning problems.

4.  Unsupervised learning
It describes a class of problems that involves using a model to
describe or extract relationships in data.
Compared to supervised learning, unsupervised learning operates
upon only the input data without outputs or target variables. As
such, unsupervised learning does not have a teacher correcting the
model, as in the case of supervised learning.
In unsupervised learning, there is no instructor or teacher, and the
algorithm must learn to make sense of the data without this guide.
 Reinforcement Learning
Reinforcement learning describes a class of problems where an
agent operates in an environment and must learn to operate using
feedback.
Reinforcement learning is learning what to do — how to map
situations to actions—so as to maximize a numerical reward signal.
The learner is not told which actions to take, but instead must
discover which actions yield the most reward by trying them.

5.  LearnBay is a Bangalore based
Data Science Institute which is
dedicated to help students ,
professionals to become Industry –
ready in Data Science. LearnBay
provides IBM Certificates in Data
Science.
 Our Key features are :
 200 + Hours of classroom sessions
 Live classes with recording of all
the classes
 Flexibility in Scheduling classes
 Class strength not more than 10
 Highly qualified trainers
 12+ Real time project and case
studies
 Job Assistance – Resume building,
mock interview and job referrals

6.  Address : Learnbay,19/1,2nd Floor, Classic
Aura(Beside Aricent),Marathahalli -
Outer Ring Road,Kadubeesanahalli,
Bengaluru, Karnataka
 Email : contact@learnbay.in
 Cell No :+918861279311