• IIM Indore Postgraduate Certificate Programme for Emerging CFOs
  • POSTGRADUATE PROGRAM IN BANKING AND FINANCE
  • PGP in New Age Banking
    Co-created with Imarticus Learning
    4.8 out of 5 by 669 learners
    4x Industry Demand
  • POST GRADUATE DIPLOMA IN MANAGEMENT
    Co-created with BIMTECH
    4.8 out of 6071 learners
    2x industry demand
  • MBA in Investment Banking
    Co-created with Jain University
    4.5 out of 5 by467 learners
    2x industry demand
  • MBA in Fintech
    Co-created with Jain University
    4.4 out of 5 by 349 learners
    2x industry demand
  • MBA (Distance) in Banking and Finance with NGASCE
    Co-created with NMIMS
    4.7 out of 5 by 669 learners
    4x Industry Demand
  • Post Graduate Program in Banking and Credit Underwriting
    4.7 out of 5 by 1376 learners
    12 X industry demand
  • Post Graduate Program in Business Management
    4X INDUSTRY DEMAND
  • Post Graduate Program In Finance And Accounting
    Co-created with Grant Thornton
    4.9 out of 5 by 238 learners
    14 X industry demand

Deep Learning AI For Decision Making In 2022

Artificial Intelligence or AI has always been the future for humankind. John McCarthy coined the term AI in 1956 with the emergence of computer-based intelligence. In AI development, a series of advancements have been made to keep the simulation efficient and ongoing. But first, let’s brush up on Artificial Intelligence.

What is Artificial Intelligence? The simulation of intelligence surpasses human traits but is processed by a machine instead. These machines we are talking about are nothing but gears we use daily. Artificial intelligence utilizes computer systems in making a simulation laden with intelligence models.

AI focuses on speech recognition, language processing, decision-making, and problem-solving, among other features. Apart from being a multi-purpose data-driven model, it also implements other tasks such as planning, management, and learning.

best data analytics course

There are multiple types of AI: Artificial Narrow Intelligence, Reactive Machine AI, Limited Memory AI, Artificial General Intelligence, Artificial Super Intelligence, Self-Aware AI, and Theory Of Mind AI.

Deep learning comes under machine learning, which AIs use to imitate human behavior and gain general insight into humans. If you want to opt for a deep learning course or an artificial intelligence course to benefit your career or implement your knowledge, keep reading this article.

Applications of AI in Terms of Decision Making

Here is a list of all the tasks you can expect from an Artificial intelligence course in decision making.

  • Business operations: AI ensures efficiency in administrative tasks and takes the upper hand when interacting with figured data, thereby making faster and more accurate decisions.
  • Complex problem-solving: A step-by-step process can assist AI in figuring out complex data and multilayer problems. You can also utilize AI tools for predicting and optimizing pricing. 
  • Customer-related management: AI is valuable in the following arrangements –personalized customer interaction, customer behavior evaluation, prediction of consumer trends, and handling customer service.
  • Performance assessment: AI minimizes the number of human errors indefinitely and also helps in providing a transparent cover to employee data.
  • Strategic management: One thing that sits well with AI is the strategic management of changes. It can plan, manage, reduce shortcomings, and deliver a highly manufactured model in production.

Deep Learning Techniques

To create powerful deep learning models, you can choose a deep learning course that teaches these methods. An artificial intelligence and machine learning course teaches the following techniques. 

  • Transfer learning: You can use the transfer learning technique to train a model that has been previously perfected. This method takes less data than its competitors, reducing workload and computation time.
  • Training from scratch: Usually, for newer networks, this training involves collecting an extensive data set for configuring a network architecture. You can use this method for output categories. 
  •  Learning rate decay: The rate at which data becomes unstable has been studied back and forth. The learning rate decay method defines the process of the learning rate for increased performance and reduced training period.
  • Dropout: This technique solves problems like overfitting networks by dropping units and their connections with neural networks. The dropout technique has been increasingly helpful in document classification, speech recognition, and computational biology tasks.

Limitations And Challenges

Deep learning and decision-making go hand-in-hand, but simultaneously, they can hold several limitations that may limit their power. With an advanced simulated environment comes equally baffling challenges. These pointers discuss the constraints faced by AI in terms of deep learning.

  • Massive Pile-up of Data: Deep learning in itself requires the storage of large amounts of data. In addition, more accurate models require better parameters which can pose a storage issue.
  • Inflexibility: One downside of deep learning models is that they face hurdles in terms of multitasking. Machine learning only helps AIs deliver accurate solutions to one problem at a time.
  • Reasoning issues: Reasoning tasks such as programming, implementing data manipulation and long-term planning are beyond the current reach of AIs.

Conclusion

Artificial Intelligence is a rapidly increasing system that enables human behavior and accurately represents human complexity. While there are many scopes in terms of artificial intelligence, an Artificial Intelligence and Machine Learning course can help you pave the way for market trends in 2022. 

For Online Course Enquiries
About Imarticus
Imarticus Learning is India’s leading professional education institute that offers training in Financial Services, Data Analytics & Technology. We’ve successfully transformed careers of over 35,000+ individuals globally through our Certification, Prodegree, and Post Graduate programs offered in association with leading and renowned global organisations in the Financial Services, Data Analytics & Technology domain.
Related course
  • Postgraduate Program
    IIM Indore Postgraduate Certificate Programme for Emerging CFOs
    Course duration(Months)
    12
    Upcoming batches
    1
    Organizations enrolled
    20
    Upcoming Batches
    Date Location Schedule
    Date Location Schedule
  • POSTGRADUATE PROGRAM IN BANKING AND FINANCE
    Course duration()
    Upcoming batches
    1
    Organizations enrolled
    20
    Upcoming Batches
    Date Location Schedule
    Date Location Schedule
  • Placement Program
    PGP in New Age Banking
    Co-created with Imarticus Learning
    Course duration(Months)
    24
    Upcoming batches
    1
    Organizations enrolled
    20
    4.8 out of 5 by 669 learners
    4x Industry Demand
    Upcoming Batches
    Date Location Schedule
    8th Jan 2022 Live Instructor - Led Training Online
    Date Location Schedule
  • Finance
    POST GRADUATE DIPLOMA IN MANAGEMENT
    Co-created with BIMTECH
    Course duration(Months)
    24
    Upcoming batches
    1
    Organizations enrolled
    20
    4.8 out of 6071 learners
    2x industry demand
    Upcoming Batches
    Date Location Schedule
    3rd August Live Instructor - Led Training Online
    Date Location Schedule
  • Recent Graduates
    MBA in Investment Banking
    Co-created with Jain University
    Course duration(Months)
    24
    Upcoming batches
    1
    Organizations enrolled
    20
    4.5 out of 5 by467 learners
    2x industry demand
    Upcoming Batches
    Date Location Schedule
    31st July ONLINE Online
    Date Location Schedule
  • Recent Graduates
    MBA in Fintech
    Co-created with Jain University
    Course duration(Months)
    24
    Upcoming batches
    1
    Organizations enrolled
    20
    4.4 out of 5 by 349 learners
    2x industry demand
    Upcoming Batches
    Date Location Schedule
    31st July ONLINE Online
    Date Location Schedule
  • Placement Program
    MBA (Distance) in Banking and Finance with NGASCE
    Co-created with NMIMS
    Course duration(Months)
    24
    Upcoming batches
    1
    Organizations enrolled
    20
    4.7 out of 5 by 669 learners
    4x Industry Demand
    Upcoming Batches
    Date Location Schedule
    8th Jan 2022 Live Instructor - Led Training Online
    Date Location Schedule
  • Post Graduate
    Post Graduate Program in Banking and Credit Underwriting
    Course duration(6)
    Upcoming batches
    1
    Organizations enrolled
    20
    4.7 out of 5 by 1376 learners
    12 X industry demand
    Upcoming Batches
    Date Location Schedule
    3rd August MUMBAI Online
    Date Location Schedule
  • Post Graduation
    Post Graduate Program in Business Management
    Course duration(months)
    24
    Upcoming batches
    1
    Organizations enrolled
    20
    4X INDUSTRY DEMAND
    Upcoming Batches
    Date Location Schedule
    3rd August MUMBAI Weekday
    Date Location Schedule
  • Post Graduate
    Post Graduate Program In Finance And Accounting
    Co-created with Grant Thornton
    Course duration(months)
    4
    Upcoming batches
    1
    Organizations enrolled
    20
    4.9 out of 5 by 238 learners
    14 X industry demand
    Upcoming Batches
    Date Location Schedule
    3rd August DELHI Online
    Date Location Schedule