Top 5 Biggest Data Science Trends In 2022

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5 Data Science Trends to Watch Out for 2022
Onwards
Data science has
emerged as a game-changer in our life in the past
decade and it continues to be as progressive as
it has always been. Machine learning and
artificial intelligence have seen massive
development and transformed the way we would
work, travel, live, watch movies, listen to
music, or order food/groceries online.
Institutions offering data science training in
Pune say that data science trends change now and
then and here are 5 interesting data science
trends to watch out for in 2022. 1. Generative AI
Synthetic Data Synthetic data is believed to
have immense potential and it will remain at the
core of the data science ecosystem in 2022.
Using synthetic data for the training of various
other ML algorithms will be commonplace in the
coming years and this trend will be seen ruling
the roost in 2022. Creating synthetic faces of
non-existent people to create facial recognition
algorithms will not only help improve accuracy
but also resolve privacy concerns that might
arise by using real faces.
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• Automated Machine Learning (AutoML)
• One of the most interesting and key data science
  trends in 2022 will be AutoML which is short for
  automated machine learning. As you may know, data
  cleansing and preparation is quite a repetitive
  task in a data scientists day-to-day life which
  hampers productivity to a big extent. By
  automating such mundane tasks, a huge boost in
  productivity and data quality can be
  experienced. Another purpose of AutoML is to let
  the user make most of the machine learning
  through easy-to-use interfaces.
• Convergence
• Digital transformation couldnt be what it is
  without IoT, cloud computing, and ultra-fast
  networks. Combined with artificial intelligence,
  IoT (Internet of things) can do wonders and
  create a smart world around us including smart
  cities, smart workplaces, and smart homes
  requiring little to no human intervention. 2022
  will see data scientists work on data more than
  ever to make sure that the work on the
  intersection of these technologies takes things
  to another level. Ensuring that all of these
  technologies complement each other and enhance
  the overall purpose.
• Augmented data management
• Institutions offering data science courses in
  Pune say that augmented data management is the
  need of the hour. The future will have a hybrid
  workforce combining AI and humans which
  certainly emphasizes the need for integrated
  data. Simplification and consolidation of data
  architectures will not only help get rid of
  redundant data management but will also enhance
  automation by a significant margin.
• Scalable AI
• The way we deal and interact with data is quite
  transformative. With an increasing number of AI
  start-ups and the internet of things becoming an
  integrated part of our lifestyle, the new
  capitalism around scalable AI can be safely
  termed as augmented surveillance capitalism.
  Astonishing growth stimulation and innovation
  will be a result of scalable AI in the future.
• Hope you found the post useful. For more
  information related to data science classes in
  Pune, feel free to get in touch with us.