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Machine learning certification programs

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Artificial intelligence is one of the fastest booming sectors in the world. Machine learning is a technique used for developing artificial intelligence, where the machine can learn almost everything by itself using data. Companies around the world are on a hunt to hire the best machine learning experts. Boston Institute of Analytics provides machine learning certification in Mumbai. BIA educates students under the mentorship of experienced industry professionals. They also provide 100% placement assistance and up to 50% scholarship for eligible students. To know more click on the link below. – PowerPoint PPT presentation

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Date added: 26 September 2019
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Provided by: amanpowai01

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Title: Machine learning certification programs


1
Machine Learning
2
What is Machine Learning
  • Machine learning is an application of artificial
    intelligence.
  • It provides the ability to systems to
    automatically learn and improve from experience,
    without being explicitly programmed.
  • The focus of machine learning is on development
    of computer programs that can access data and
    learn from it themselves.
  • The goal is to minimize human interference.

3
Machine Learning Methods
  • Supervised algorithms these algorithms can
    apply what has been learned in the past, to new
    data using labeled examples to predict future
    events.
  • Unsupervised algorithms these are used when the
    information used to train the system is neither
    labeled nor classified.
  • Semi-supervised algorithms - fall somewhere in
    between supervised and unsupervised learning,
    since they use both labeled and unlabeled data
    for training typically a small amount of
    labeled data and a large amount of unlabeled
    data.
  • Reinforcement algorithm - This method allows
    machines and software agents to automatically
    determine the ideal behavior within a specific
    context in order to maximize its performance.

4
Language Priority by Machine Learning Scientist
5
Machine Learning Applications
  • Retail Personalised product recommendation,
    chatbots and robots, mining customer actions,
    transactions, etc.
  • Travel Price determination, sentiment analysis
  • Healthcare - Drug discovery/manufacturing,
    personalized treatment/medication
  • Finance Fraud detection, investing advices,
    anti money laundering, focused account holder
    targeting
  • Media personalized news feed, targeted ads, job
    searches

6
Responsibilities of a Machine Learning Engineer
  • Running ML experiments using a programming
    language with machine learning libraries.
  • Deploying machine learning solutions into
    production (in terms of actual execution and
    scheduling.
  • Optimizing solutions for performance and
    scalability.
  • Ensuring good data flow between databases and
    backend systems.
  • Implementing custom machine learning code.
  • Analyzing data and coming up with use cases.

7
Machine Learning Job Trends
  • According to a report from job site Indeed,
    machine learning engineer is the best job of 2019
    due to growing demand and high salaries.
  • The career boasts a current average salary of
    146,085 with a growth rate of 344 percent in
    2018.
  • Indeed set out to find the top 25 jobs for 2019
    in their report and nine of them are comprised of
    tech roles.
  • AI and Machine Learning job postings on Indeed
    rose 29.10 over the last year between May 2018
    and May 2019.

8
Bibliography
  • https//www.expertsystem.com/machine-learning-defi
    nition/
  • https//www.expertsystem.com/machine-learning-defi
    nition/
  • https//bit.ly/2HOAeth
  • Boston Institute of Analytics -
    https//www.biaclassroom.com/
  • Artificial Intelligence News - https//bit.ly/2LKP
    dcB
  • Forbes, June 2019 - https//bit.ly/2XHmwQ6
  • DeZyre.com - https//bit.ly/2JAEKh6

9
Special thanks.
To Boston Institute of Analytics for their
knowledge contribution.
91-8657604703 www.biaclassroom.com
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