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Machine Learning Trends and
Scopes
Why Machine Learning ?
Machine Learning is the most influential and
powerful technology. Machine learning is a tool for
finding underlying patterns within complex data.
Which can be used to predict future events and
perform descision making tasks.
Call: +919951171808
https://www.innomatics.in
Email Id: info@innomatics.in
● Traditional Programming: Data and
program is run on the computer to
produce the output.
● Machine Learning: Data and output
is run on the computer to create a
program. This program can be used
in traditional programming.
Call: +919951171808
https://www.innomatics.in
Email Id: info@innomatics.in
● Supervised learning - Here, labelled data is provided of past inputs and output pairs during
the learning process to teach the model how it should behave.
● Unsupervised learning - Training data does not include desired outputs. In unsupervised
learning, only input data is provided in the examples. There are no labelled example outputs
to aim for.
● Semi-supervised learning: Semi-supervised learning is a mix between supervised and
unsupervised approaches. Mixing a small amount of labelled data with a much larger
unlabeled dataset it reduces the burden of having enough labelled data.
● Reinforcement learning: Rewards from a sequence of actions. The model uses a trial and
error solution to the problem. To execute satisfactory results the model gets either
rewards or penalties for the actions it performs. Its goal is to maximize the total reward.
Types of Learning
Call: +919951171808
https://www.innomatics.in
Email Id: info@innomatics.in
Machine Learning Career Prospectus
● The demand for Machine Learning Experts
has been surging in the job marketplace.
● Due to the increasing use of ML tools in
company operations, the market expects
this growth to continue accelerating in the
coming years.
Call: +919951171808
https://www.innomatics.in
Email Id: info@innomatics.in
We at Innomatics Research Labs are one of the top growing institutes in Hyderabad, providing courses
across Advanced Data Science, Big data Analytics, Machine Learning, Artificial Intelligence (AI), Python,
Robotics Process Automation (RPA), Amazon Web Services (AWS), Internet of Things (IoT), DevOps,
BlockChain and Digital Marketing to effectively narrow the gap between number of jobs on the market and
the available trained professionals.
With certified trainers and a good learning atmosphere the classrooms at Innomatics research labs are very
well equipped with respective
course materials.
Call: +919951171808
https://www.innomatics.in
Email Id: info@innomatics.in
● 200+ Hours of intensive
practical oriented training
● Data science Internship on
our projects & products
● 30+ POCs and use cases to
work, learn and experiment
● Project and use case based
learning to make you Industry
ready
● 100% placement assistance
Call: +919951171808
https://www.innomatics.in
Email Id: info@innomatics.in
● 8 parallel Data science
batches running currently on
both weekdays and weekends
● Bi-weekly industry connects
from industry experts from
Banking, insurance, retail and
health care domain etc.,
● Certified and guaranteed
placements for both IT and
NON IT professionals
Call: +919951171808
https://www.innomatics.in
Email Id: info@innomatics.in
MACHINE LEARNING
Innomatics Research Labs
Software Training Institute in Hyderabad.
#206 A, 2nd Floor, Fortune Signature, Near
JNTU Metro Station, Opp: More Mega Store,
Kukatpally
Hyderabad,
Telangana
Phone: +91-9951171808
Email Id: info@innomatics.in
Call: +919951171808
https://www.innomatics.in
Email Id: info@innomatics.in

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Machine learning ppt for website traffic @ Innomatics

  • 1. Machine Learning Trends and Scopes Why Machine Learning ? Machine Learning is the most influential and powerful technology. Machine learning is a tool for finding underlying patterns within complex data. Which can be used to predict future events and perform descision making tasks. Call: +919951171808 https://www.innomatics.in Email Id: info@innomatics.in
  • 2. ● Traditional Programming: Data and program is run on the computer to produce the output. ● Machine Learning: Data and output is run on the computer to create a program. This program can be used in traditional programming. Call: +919951171808 https://www.innomatics.in Email Id: info@innomatics.in
  • 3. ● Supervised learning - Here, labelled data is provided of past inputs and output pairs during the learning process to teach the model how it should behave. ● Unsupervised learning - Training data does not include desired outputs. In unsupervised learning, only input data is provided in the examples. There are no labelled example outputs to aim for. ● Semi-supervised learning: Semi-supervised learning is a mix between supervised and unsupervised approaches. Mixing a small amount of labelled data with a much larger unlabeled dataset it reduces the burden of having enough labelled data. ● Reinforcement learning: Rewards from a sequence of actions. The model uses a trial and error solution to the problem. To execute satisfactory results the model gets either rewards or penalties for the actions it performs. Its goal is to maximize the total reward. Types of Learning Call: +919951171808 https://www.innomatics.in Email Id: info@innomatics.in
  • 4. Machine Learning Career Prospectus ● The demand for Machine Learning Experts has been surging in the job marketplace. ● Due to the increasing use of ML tools in company operations, the market expects this growth to continue accelerating in the coming years. Call: +919951171808 https://www.innomatics.in Email Id: info@innomatics.in
  • 5. We at Innomatics Research Labs are one of the top growing institutes in Hyderabad, providing courses across Advanced Data Science, Big data Analytics, Machine Learning, Artificial Intelligence (AI), Python, Robotics Process Automation (RPA), Amazon Web Services (AWS), Internet of Things (IoT), DevOps, BlockChain and Digital Marketing to effectively narrow the gap between number of jobs on the market and the available trained professionals. With certified trainers and a good learning atmosphere the classrooms at Innomatics research labs are very well equipped with respective course materials. Call: +919951171808 https://www.innomatics.in Email Id: info@innomatics.in
  • 6. ● 200+ Hours of intensive practical oriented training ● Data science Internship on our projects & products ● 30+ POCs and use cases to work, learn and experiment ● Project and use case based learning to make you Industry ready ● 100% placement assistance Call: +919951171808 https://www.innomatics.in Email Id: info@innomatics.in
  • 7. ● 8 parallel Data science batches running currently on both weekdays and weekends ● Bi-weekly industry connects from industry experts from Banking, insurance, retail and health care domain etc., ● Certified and guaranteed placements for both IT and NON IT professionals Call: +919951171808 https://www.innomatics.in Email Id: info@innomatics.in
  • 8. MACHINE LEARNING Innomatics Research Labs Software Training Institute in Hyderabad. #206 A, 2nd Floor, Fortune Signature, Near JNTU Metro Station, Opp: More Mega Store, Kukatpally Hyderabad, Telangana Phone: +91-9951171808 Email Id: info@innomatics.in Call: +919951171808 https://www.innomatics.in Email Id: info@innomatics.in